Initial commit: MCP Hub Community Edition v3.0.0

Community edition generated from private repo via sync pipeline.
Includes 9 plugins (WordPress, WooCommerce, WP Advanced, Gitea, n8n,
Supabase, OpenPanel, Appwrite, Directus) with ~587 tools.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
airano
2026-02-17 08:34:44 +03:30
commit cf62e65c55
237 changed files with 87596 additions and 0 deletions

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"""
OpenPanel Plugin - Product Analytics Management
Complete OpenPanel Self-Hosted management through REST API.
Provides tools for event tracking, data export, funnels,
dashboards, user profiles, and analytics reports.
For Self-Hosted instances deployed on Coolify.
"""
from plugins.openpanel.client import OpenPanelClient
from plugins.openpanel.plugin import OpenPanelPlugin
__all__ = ["OpenPanelPlugin", "OpenPanelClient"]

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plugins/openpanel/client.py Normal file

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"""
OpenPanel Handlers
Phase H.1: Core (25 tools)
- events.py: Event tracking (9 tools - alias_user removed)
- export.py: Data export (10 tools)
- system.py: Health & stats (6 tools)
Phase H.2: Analytics (24 tools)
- reports.py: Analytics reports (8 tools)
- funnels.py: Funnel analysis (8 tools)
- profiles.py: User profiles (8 tools)
Phase H.3: Management (24 tools)
- projects.py: Project management (8 tools)
- dashboards.py: Dashboard management (10 tools)
- clients.py: API client management (6 tools)
Total: 73 tools
"""
from plugins.openpanel.handlers import (
clients,
dashboards,
events,
export,
funnels,
profiles,
projects,
reports,
system,
)
__all__ = [
"events",
"export",
"system",
"reports",
"funnels",
"profiles",
"projects",
"dashboards",
"clients",
]

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"""Clients Handler - OpenPanel API client/key management (6 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (6 tools)"""
return [
{
"name": "list_clients",
"method_name": "list_clients",
"description": "List all API clients for a project.",
"schema": {
"type": "object",
"properties": {"project_id": {"type": "string", "description": "Project ID"}},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "get_client",
"method_name": "get_client",
"description": "Get API client details.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"client_id": {"type": "string", "description": "API Client ID"},
},
"required": ["project_id", "client_id"],
},
"scope": "read",
},
{
"name": "create_client",
"method_name": "create_client",
"description": "Create a new API client for tracking or export.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"name": {
"type": "string",
"description": "Client name (e.g., 'Web Tracker', 'Backend Export')",
},
"mode": {
"type": "string",
"enum": ["write", "read", "root"],
"description": "Client mode: write (tracking), read (export), root (full access)",
},
"cors_domains": {
"anyOf": [{"type": "array", "items": {"type": "string"}}, {"type": "null"}],
"description": "Allowed domains for CORS (write mode)",
},
},
"required": ["project_id", "name", "mode"],
},
"scope": "admin",
},
{
"name": "delete_client",
"method_name": "delete_client",
"description": "Delete an API client.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"client_id": {"type": "string", "description": "Client ID to delete"},
},
"required": ["project_id", "client_id"],
},
"scope": "admin",
},
{
"name": "regenerate_client_secret",
"method_name": "regenerate_client_secret",
"description": "Regenerate the secret for an API client.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"client_id": {"type": "string", "description": "Client ID"},
},
"required": ["project_id", "client_id"],
},
"scope": "admin",
},
{
"name": "update_client_mode",
"method_name": "update_client_mode",
"description": "Update API client permissions/mode.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"client_id": {"type": "string", "description": "Client ID"},
"mode": {
"type": "string",
"enum": ["write", "read", "root"],
"description": "New mode",
},
"cors_domains": {
"anyOf": [{"type": "array", "items": {"type": "string"}}, {"type": "null"}],
"description": "New CORS domains",
},
},
"required": ["project_id", "client_id", "mode"],
},
"scope": "admin",
},
]
# =====================
# Client Functions (6)
# =====================
async def list_clients(client: OpenPanelClient, project_id: str) -> str:
"""List all API clients"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"note": "Client listing requires dashboard tRPC API. Use OpenPanel dashboard to view clients.",
"message": "Client list request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_client(client: OpenPanelClient, project_id: str, client_id: str) -> str:
"""Get API client details"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"client_id": client_id,
"note": "Client details require dashboard tRPC API. Use OpenPanel dashboard for full view.",
"message": "Client details request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def create_client(
client: OpenPanelClient,
project_id: str,
name: str,
mode: str,
cors_domains: list[str] | None = None,
) -> str:
"""Create a new API client"""
try:
client_config = {"name": name, "mode": mode, "cors_domains": cors_domains}
mode_descriptions = {
"write": "Can send events (tracking)",
"read": "Can read/export data",
"root": "Full access (tracking + export + management)",
}
return json.dumps(
{
"success": True,
"project_id": project_id,
"client": client_config,
"mode_description": mode_descriptions.get(mode, "Unknown mode"),
"note": "Client creation requires dashboard tRPC API. Use OpenPanel dashboard to create clients.",
"message": f"Client '{name}' configuration created with {mode} mode",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def delete_client(client: OpenPanelClient, project_id: str, client_id: str) -> str:
"""Delete an API client"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"client_id": client_id,
"note": "Client deletion requires dashboard tRPC API. Use OpenPanel dashboard to delete clients.",
"warning": "Deleting a client will invalidate all requests using its credentials.",
"message": "Client deletion request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def regenerate_client_secret(client: OpenPanelClient, project_id: str, client_id: str) -> str:
"""Regenerate client secret"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"client_id": client_id,
"note": "Secret regeneration requires dashboard tRPC API. Use OpenPanel dashboard to regenerate.",
"warning": "Regenerating secret will invalidate the current secret immediately.",
"message": "Secret regeneration request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def update_client_mode(
client: OpenPanelClient,
project_id: str,
client_id: str,
mode: str,
cors_domains: list[str] | None = None,
) -> str:
"""Update client permissions"""
try:
updates = {"mode": mode, "cors_domains": cors_domains}
return json.dumps(
{
"success": True,
"project_id": project_id,
"client_id": client_id,
"updates": updates,
"note": "Client mode update requires dashboard tRPC API. Use OpenPanel dashboard to modify.",
"message": f"Client mode update to {mode} configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""Dashboards Handler - OpenPanel dashboard management (10 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (10 tools)"""
return [
{
"name": "list_dashboards",
"method_name": "list_dashboards",
"description": "List all dashboards for a project.",
"schema": {
"type": "object",
"properties": {"project_id": {"type": "string", "description": "Project ID"}},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "get_dashboard",
"method_name": "get_dashboard",
"description": "Get dashboard details including all charts.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID"},
},
"required": ["project_id", "dashboard_id"],
},
"scope": "read",
},
{
"name": "create_dashboard",
"method_name": "create_dashboard",
"description": "Create a new custom dashboard.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"name": {"type": "string", "description": "Dashboard name"},
"description": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Dashboard description",
},
},
"required": ["project_id", "name"],
},
"scope": "write",
},
{
"name": "update_dashboard",
"method_name": "update_dashboard",
"description": "Update dashboard properties.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID"},
"name": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New name",
},
"description": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New description",
},
},
"required": ["project_id", "dashboard_id"],
},
"scope": "write",
},
{
"name": "delete_dashboard",
"method_name": "delete_dashboard",
"description": "Delete a dashboard.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID to delete"},
},
"required": ["project_id", "dashboard_id"],
},
"scope": "write",
},
{
"name": "add_chart",
"method_name": "add_chart",
"description": "Add a new chart to a dashboard.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID"},
"chart_type": {
"type": "string",
"enum": [
"line",
"bar",
"area",
"pie",
"map",
"histogram",
"funnel",
"retention",
"metric",
],
"description": "Type of chart",
},
"title": {"type": "string", "description": "Chart title"},
"events": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {"type": "string"},
"segment": {"type": "string"},
},
"required": ["name"],
},
"description": "Events to include in chart",
},
"breakdowns": {
"anyOf": [{"type": "array", "items": {"type": "string"}}, {"type": "null"}],
"description": "Breakdown dimensions",
},
},
"required": ["project_id", "dashboard_id", "chart_type", "title", "events"],
},
"scope": "write",
},
{
"name": "update_chart",
"method_name": "update_chart",
"description": "Update an existing chart configuration.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID"},
"chart_id": {"type": "string", "description": "Chart ID to update"},
"title": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New title",
},
"chart_type": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New chart type",
},
"events": {
"anyOf": [{"type": "array"}, {"type": "null"}],
"description": "New events configuration",
},
},
"required": ["project_id", "dashboard_id", "chart_id"],
},
"scope": "write",
},
{
"name": "delete_chart",
"method_name": "delete_chart",
"description": "Remove a chart from a dashboard.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID"},
"chart_id": {"type": "string", "description": "Chart ID to delete"},
},
"required": ["project_id", "dashboard_id", "chart_id"],
},
"scope": "write",
},
{
"name": "duplicate_dashboard",
"method_name": "duplicate_dashboard",
"description": "Create a copy of an existing dashboard.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID to duplicate"},
"new_name": {"type": "string", "description": "Name for the new dashboard"},
},
"required": ["project_id", "dashboard_id", "new_name"],
},
"scope": "write",
},
{
"name": "share_dashboard",
"method_name": "share_dashboard",
"description": "Generate a shareable link for a dashboard.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"dashboard_id": {"type": "string", "description": "Dashboard ID"},
"public": {
"type": "boolean",
"description": "Make dashboard publicly accessible",
"default": False,
},
"expires_in_days": {
"anyOf": [{"type": "integer"}, {"type": "null"}],
"description": "Link expiration in days (null for no expiration)",
},
},
"required": ["project_id", "dashboard_id"],
},
"scope": "write",
},
]
# =====================
# Dashboard Functions (10)
# =====================
async def list_dashboards(client: OpenPanelClient, project_id: str) -> str:
"""List all dashboards"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"note": "Dashboard listing requires dashboard tRPC API. Use OpenPanel dashboard to view dashboards.",
"message": "Dashboard list request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_dashboard(client: OpenPanelClient, project_id: str, dashboard_id: str) -> str:
"""Get dashboard details"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"note": "Dashboard details require dashboard tRPC API. Use OpenPanel dashboard for full view.",
"message": "Dashboard request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def create_dashboard(
client: OpenPanelClient, project_id: str, name: str, description: str | None = None
) -> str:
"""Create a new dashboard"""
try:
dashboard_config = {"name": name, "description": description}
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard": dashboard_config,
"note": "Dashboard creation requires dashboard tRPC API. Use OpenPanel dashboard to create.",
"message": f"Dashboard '{name}' configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def update_dashboard(
client: OpenPanelClient,
project_id: str,
dashboard_id: str,
name: str | None = None,
description: str | None = None,
) -> str:
"""Update dashboard properties"""
try:
updates = {}
if name:
updates["name"] = name
if description:
updates["description"] = description
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"updates": updates,
"note": "Dashboard updates require dashboard tRPC API. Use OpenPanel dashboard to modify.",
"message": "Dashboard update configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def delete_dashboard(client: OpenPanelClient, project_id: str, dashboard_id: str) -> str:
"""Delete a dashboard"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"note": "Dashboard deletion requires dashboard tRPC API. Use OpenPanel dashboard to delete.",
"message": "Dashboard deletion request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def add_chart(
client: OpenPanelClient,
project_id: str,
dashboard_id: str,
chart_type: str,
title: str,
events: list[dict[str, Any]],
breakdowns: list[str] | None = None,
) -> str:
"""Add a chart to dashboard"""
try:
chart_config = {
"chart_type": chart_type,
"title": title,
"events": events,
"breakdowns": breakdowns,
}
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"chart": chart_config,
"note": "Chart creation requires dashboard tRPC API. Use OpenPanel dashboard to add charts.",
"message": f"Chart '{title}' configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def update_chart(
client: OpenPanelClient,
project_id: str,
dashboard_id: str,
chart_id: str,
title: str | None = None,
chart_type: str | None = None,
events: list[dict[str, Any]] | None = None,
) -> str:
"""Update chart configuration"""
try:
updates = {}
if title:
updates["title"] = title
if chart_type:
updates["chart_type"] = chart_type
if events:
updates["events"] = events
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"chart_id": chart_id,
"updates": updates,
"note": "Chart updates require dashboard tRPC API. Use OpenPanel dashboard to modify charts.",
"message": "Chart update configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def delete_chart(
client: OpenPanelClient, project_id: str, dashboard_id: str, chart_id: str
) -> str:
"""Remove chart from dashboard"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"chart_id": chart_id,
"note": "Chart deletion requires dashboard tRPC API. Use OpenPanel dashboard to remove charts.",
"message": "Chart deletion request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def duplicate_dashboard(
client: OpenPanelClient, project_id: str, dashboard_id: str, new_name: str
) -> str:
"""Duplicate a dashboard"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"new_name": new_name,
"note": "Dashboard duplication requires dashboard tRPC API. Use OpenPanel dashboard to clone.",
"message": f"Dashboard duplication request for '{new_name}'",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def share_dashboard(
client: OpenPanelClient,
project_id: str,
dashboard_id: str,
public: bool = False,
expires_in_days: int | None = None,
) -> str:
"""Generate shareable link"""
try:
share_config = {"public": public, "expires_in_days": expires_in_days}
return json.dumps(
{
"success": True,
"project_id": project_id,
"dashboard_id": dashboard_id,
"share_config": share_config,
"note": "Dashboard sharing requires dashboard tRPC API. Use OpenPanel dashboard to share.",
"message": "Dashboard share configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""Events Handler - OpenPanel event tracking operations (10 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (10 tools)"""
return [
{
"name": "track_event",
"method_name": "track_event",
"description": "Track a custom event with properties. Events can have any custom properties for analytics.",
"schema": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Event name (e.g., 'button_clicked', 'purchase_completed', 'page_viewed')",
},
"properties": {
"anyOf": [{"type": "object"}, {"type": "null"}],
"description": 'Custom properties for the event (e.g., {"product_id": "123", "price": 99.99})',
},
"profile_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User/profile ID to associate with the event",
},
"timestamp": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Event timestamp (ISO 8601 format, defaults to now)",
},
"client_ip": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Client IP for geolocation tracking",
},
"user_agent": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User agent for device detection",
},
},
"required": ["name"],
},
"scope": "write",
},
{
"name": "track_page_view",
"method_name": "track_page_view",
"description": "Track a page view event with URL and referrer information.",
"schema": {
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Page path (e.g., '/products/123', '/blog/post-title')",
},
"title": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Page title",
},
"referrer": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Referrer URL",
},
"profile_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User/profile ID",
},
"properties": {
"anyOf": [{"type": "object"}, {"type": "null"}],
"description": "Additional properties",
},
"client_ip": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Client IP for geolocation",
},
"user_agent": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User agent for device detection",
},
},
"required": ["path"],
},
"scope": "write",
},
{
"name": "track_screen_view",
"method_name": "track_screen_view",
"description": "Track a screen view event for mobile applications.",
"schema": {
"type": "object",
"properties": {
"screen_name": {
"type": "string",
"description": "Screen name (e.g., 'HomeScreen', 'ProductDetail')",
},
"screen_class": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Screen class/component name",
},
"profile_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User/profile ID",
},
"properties": {
"anyOf": [{"type": "object"}, {"type": "null"}],
"description": "Additional properties",
},
"client_ip": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Client IP",
},
"user_agent": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User agent",
},
},
"required": ["screen_name"],
},
"scope": "write",
},
{
"name": "identify_user",
"method_name": "identify_user",
"description": "Identify a user and set their profile properties. Use this to associate events with users.",
"schema": {
"type": "object",
"properties": {
"profile_id": {
"type": "string",
"description": "Unique identifier for the user",
},
"email": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User's email address",
},
"first_name": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User's first name",
},
"last_name": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User's last name",
},
"properties": {
"anyOf": [{"type": "object"}, {"type": "null"}],
"description": 'Additional profile properties (e.g., {"plan": "premium", "company": "Acme"})',
},
"client_ip": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Client IP",
},
"user_agent": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User agent",
},
},
"required": ["profile_id"],
},
"scope": "write",
},
{
"name": "set_user_properties",
"method_name": "set_user_properties",
"description": "Update properties for an existing user profile.",
"schema": {
"type": "object",
"properties": {
"profile_id": {"type": "string", "description": "User's profile ID"},
"properties": {
"type": "object",
"description": "Properties to set/update on the profile",
},
},
"required": ["profile_id", "properties"],
},
"scope": "write",
},
{
"name": "increment_property",
"method_name": "increment_property",
"description": "Increment a numeric property on a user profile. IMPORTANT: Profile must exist first (use identify_user). Property must be numeric.",
"schema": {
"type": "object",
"properties": {
"profile_id": {"type": "string", "description": "User's profile ID"},
"property_name": {
"type": "string",
"description": "Name of the property to increment",
},
"value": {
"type": "integer",
"description": "Amount to increment by",
"default": 1,
},
},
"required": ["profile_id", "property_name"],
},
"scope": "write",
},
{
"name": "decrement_property",
"method_name": "decrement_property",
"description": "Decrement a numeric property on a user profile. IMPORTANT: Profile must exist first (use identify_user). Property must be numeric.",
"schema": {
"type": "object",
"properties": {
"profile_id": {"type": "string", "description": "User's profile ID"},
"property_name": {
"type": "string",
"description": "Name of the property to decrement",
},
"value": {
"type": "integer",
"description": "Amount to decrement by",
"default": 1,
},
},
"required": ["profile_id", "property_name"],
},
"scope": "write",
},
# NOTE: alias_user removed - not supported on most self-hosted OpenPanel instances
{
"name": "track_revenue",
"method_name": "track_revenue",
"description": "Track a revenue/purchase event with amount and currency.",
"schema": {
"type": "object",
"properties": {
"amount": {"type": "number", "description": "Revenue amount"},
"currency": {
"type": "string",
"description": "Currency code (e.g., 'USD', 'EUR', 'IRR')",
"default": "USD",
},
"product_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Product ID",
},
"product_name": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Product name",
},
"order_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Order/transaction ID",
},
"profile_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User's profile ID",
},
"properties": {
"anyOf": [{"type": "object"}, {"type": "null"}],
"description": "Additional properties",
},
"client_ip": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Client IP",
},
},
"required": ["amount"],
},
"scope": "write",
},
{
"name": "track_batch",
"method_name": "track_batch",
"description": "Track multiple events in a single request for efficiency.",
"schema": {
"type": "object",
"properties": {
"events": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {"type": "string"},
"properties": {"type": "object"},
"profile_id": {"type": "string"},
"timestamp": {"type": "string"},
},
"required": ["name"],
},
"description": "Array of events to track",
"minItems": 1,
"maxItems": 100,
},
"client_ip": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Client IP for all events",
},
"user_agent": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "User agent for all events",
},
},
"required": ["events"],
},
"scope": "write",
},
]
# =====================
# Event Tracking Functions (10)
# =====================
async def track_event(
client: OpenPanelClient,
name: str,
properties: dict[str, Any] | None = None,
profile_id: str | None = None,
timestamp: str | None = None,
client_ip: str | None = None,
user_agent: str | None = None,
) -> str:
"""Track a custom event"""
try:
result = await client.track_event(
name=name,
properties=properties,
profile_id=profile_id,
timestamp=timestamp,
client_ip=client_ip,
user_agent=user_agent,
)
return json.dumps(
{
"success": True,
"event": name,
"profile_id": profile_id,
"message": f"Event '{name}' tracked successfully",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def track_page_view(
client: OpenPanelClient,
path: str,
title: str | None = None,
referrer: str | None = None,
profile_id: str | None = None,
properties: dict[str, Any] | None = None,
client_ip: str | None = None,
user_agent: str | None = None,
) -> str:
"""Track a page view event"""
try:
event_properties = {
"path": path,
}
if title:
event_properties["title"] = title
if referrer:
event_properties["referrer"] = referrer
if properties:
event_properties.update(properties)
result = await client.track_event(
name="page_view",
properties=event_properties,
profile_id=profile_id,
client_ip=client_ip,
user_agent=user_agent,
)
return json.dumps(
{
"success": True,
"event": "page_view",
"path": path,
"message": f"Page view tracked for '{path}'",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def track_screen_view(
client: OpenPanelClient,
screen_name: str,
screen_class: str | None = None,
profile_id: str | None = None,
properties: dict[str, Any] | None = None,
client_ip: str | None = None,
user_agent: str | None = None,
) -> str:
"""Track a screen view event for mobile"""
try:
event_properties = {
"screen_name": screen_name,
}
if screen_class:
event_properties["screen_class"] = screen_class
if properties:
event_properties.update(properties)
result = await client.track_event(
name="screen_view",
properties=event_properties,
profile_id=profile_id,
client_ip=client_ip,
user_agent=user_agent,
)
return json.dumps(
{
"success": True,
"event": "screen_view",
"screen_name": screen_name,
"message": f"Screen view tracked for '{screen_name}'",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def identify_user(
client: OpenPanelClient,
profile_id: str,
email: str | None = None,
first_name: str | None = None,
last_name: str | None = None,
properties: dict[str, Any] | None = None,
client_ip: str | None = None,
user_agent: str | None = None,
) -> str:
"""Identify a user with profile data"""
try:
result = await client.identify_user(
profile_id=profile_id,
email=email,
first_name=first_name,
last_name=last_name,
properties=properties,
client_ip=client_ip,
user_agent=user_agent,
)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"email": email,
"message": f"User '{profile_id}' identified successfully",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def set_user_properties(
client: OpenPanelClient, profile_id: str, properties: dict[str, Any]
) -> str:
"""Update properties for a user profile"""
try:
result = await client.identify_user(profile_id=profile_id, properties=properties)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"properties_set": list(properties.keys()),
"message": f"Properties updated for user '{profile_id}'",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def increment_property(
client: OpenPanelClient, profile_id: str, property_name: str, value: int = 1
) -> str:
"""Increment a numeric property on a profile"""
try:
result = await client.increment_property(
profile_id=profile_id, property_name=property_name, value=value
)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"property": property_name,
"increment_by": value,
"message": f"Property '{property_name}' incremented by {value}",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
error_str = str(e)
hint = ""
if "500" in error_str:
hint = " (Hint: Profile must exist and property must be numeric. Try identifying the user first with identify_user.)"
return json.dumps(
{
"success": False,
"error": error_str + hint,
"profile_id": profile_id,
"property": property_name,
},
indent=2,
ensure_ascii=False,
)
async def decrement_property(
client: OpenPanelClient, profile_id: str, property_name: str, value: int = 1
) -> str:
"""Decrement a numeric property on a profile"""
try:
result = await client.decrement_property(
profile_id=profile_id, property_name=property_name, value=value
)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"property": property_name,
"decrement_by": value,
"message": f"Property '{property_name}' decremented by {value}",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
error_str = str(e)
hint = ""
if "500" in error_str:
hint = " (Hint: Profile must exist and property must be numeric. Try identifying the user first with identify_user.)"
return json.dumps(
{
"success": False,
"error": error_str + hint,
"profile_id": profile_id,
"property": property_name,
},
indent=2,
ensure_ascii=False,
)
async def alias_user(client: OpenPanelClient, profile_id: str, alias: str) -> str:
"""Create an alias to link two profile IDs"""
try:
result = await client.alias_user(profile_id=profile_id, alias=alias)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"alias": alias,
"message": f"Alias '{alias}' linked to profile '{profile_id}'",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
error_str = str(e)
hint = ""
if "not supported" in error_str.lower() or "400" in error_str:
hint = " (Note: Alias feature may not be available in all OpenPanel configurations. This is a server-side limitation.)"
return json.dumps(
{"success": False, "error": error_str + hint, "profile_id": profile_id, "alias": alias},
indent=2,
ensure_ascii=False,
)
async def track_revenue(
client: OpenPanelClient,
amount: float,
currency: str = "USD",
product_id: str | None = None,
product_name: str | None = None,
order_id: str | None = None,
profile_id: str | None = None,
properties: dict[str, Any] | None = None,
client_ip: str | None = None,
) -> str:
"""Track a revenue/purchase event"""
try:
event_properties = {
"amount": amount,
"currency": currency,
}
if product_id:
event_properties["product_id"] = product_id
if product_name:
event_properties["product_name"] = product_name
if order_id:
event_properties["order_id"] = order_id
if properties:
event_properties.update(properties)
result = await client.track_event(
name="revenue", properties=event_properties, profile_id=profile_id, client_ip=client_ip
)
return json.dumps(
{
"success": True,
"event": "revenue",
"amount": amount,
"currency": currency,
"order_id": order_id,
"message": f"Revenue of {amount} {currency} tracked",
"response": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def track_batch(
client: OpenPanelClient,
events: list[dict[str, Any]],
client_ip: str | None = None,
user_agent: str | None = None,
) -> str:
"""Track multiple events in batch"""
try:
results = []
errors = []
for event in events:
try:
await client.track_event(
name=event.get("name"),
properties=event.get("properties"),
profile_id=event.get("profile_id"),
timestamp=event.get("timestamp"),
client_ip=client_ip,
user_agent=user_agent,
)
results.append({"name": event.get("name"), "success": True})
except Exception as e:
errors.append({"name": event.get("name"), "error": str(e)})
return json.dumps(
{
"success": len(errors) == 0,
"total": len(events),
"tracked": len(results),
"failed": len(errors),
"results": results,
"errors": errors if errors else None,
"message": f"Batch tracked {len(results)}/{len(events)} events",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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@@ -0,0 +1,900 @@
"""Export Handler - OpenPanel data export operations (10 tools)
Note: project_id is optional if configured in environment variables.
When not provided, the default project_id from OPENPANEL_SITE1_PROJECT_ID is used.
"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
from plugins.openpanel.handlers.utils import get_project_id as _get_project_id
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (10 tools)"""
return [
{
"name": "export_events",
"method_name": "export_events",
"description": "Export raw event data with filters and pagination. Returns individual event records. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID to export from (optional if configured in env)",
},
"event": {
"anyOf": [
{"type": "string"},
{"type": "array", "items": {"type": "string"}},
{"type": "null"},
],
"description": "Event name(s) to filter (single or array)",
},
"profile_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Filter by user/profile ID",
},
"start": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Start date (YYYY-MM-DD)",
},
"end": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "End date (YYYY-MM-DD)",
},
"limit": {
"type": "integer",
"description": "Events per page",
"default": 50,
"maximum": 1000,
},
"page": {"type": "integer", "description": "Page number", "default": 1},
"includes": {
"anyOf": [
{
"type": "array",
"items": {"type": "string", "enum": ["profile", "meta"]},
},
{"type": "null"},
],
"description": "Additional data to include (profile, meta)",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "export_events_csv",
"method_name": "export_events_csv",
"description": "Export events as CSV-formatted data for spreadsheet analysis. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID to export from (optional if configured in env)",
},
"event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Event name to filter",
},
"start": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Start date (YYYY-MM-DD)",
},
"end": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "End date (YYYY-MM-DD)",
},
"limit": {
"type": "integer",
"description": "Maximum events to export",
"default": 1000,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "export_chart_data",
"method_name": "export_chart_data",
"description": "Export aggregated chart data with time series and breakdowns. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"events": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {"type": "string", "description": "Event name"},
"segment": {
"type": "string",
"enum": [
"event",
"user",
"session",
"user_average",
"one_event_per_user",
"property_sum",
"property_average",
"property_min",
"property_max",
],
"description": "Segmentation type",
},
"property": {
"type": "string",
"description": "Property for property-based segments",
},
"filters": {"type": "array", "description": "Event filters"},
},
"required": ["name"],
},
"description": "Events to include in chart",
},
"interval": {
"type": "string",
"enum": ["minute", "hour", "day", "week", "month"],
"description": "Time interval for aggregation",
"default": "day",
},
"date_range": {
"type": "string",
"description": "Date range. Common values: 30min, lastHour, today, yesterday, 1d, 3d, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, lastMonth, yearToDate, lastYear, all. Can also use custom ranges like '2024-01-01 to 2024-12-31'",
"default": "30d",
},
"breakdowns": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string",
"enum": [
"country",
"region",
"city",
"device",
"browser",
"os",
"referrer",
"path",
],
},
},
{"type": "null"},
],
"description": "Breakdown dimensions",
},
"previous": {
"type": "boolean",
"description": "Include previous period for comparison",
"default": False,
},
},
"required": ["events"],
},
"scope": "read",
},
{
"name": "get_event_count",
"method_name": "get_event_count",
"description": "Get total event count with optional filters. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Event name to count (all events if not specified)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_unique_users",
"method_name": "get_unique_users",
"description": "Get unique user/visitor count for a time period. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_page_views",
"method_name": "get_page_views",
"description": "Get page view statistics over time. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
"interval": {
"type": "string",
"enum": ["hour", "day", "week", "month"],
"description": "Time interval",
"default": "day",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_top_pages",
"method_name": "get_top_pages",
"description": "Get top pages by view count. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
"limit": {
"type": "integer",
"description": "Number of pages to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_top_referrers",
"method_name": "get_top_referrers",
"description": "Get top traffic sources/referrers. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
"limit": {
"type": "integer",
"description": "Number of referrers to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_geo_data",
"method_name": "get_geo_data",
"description": "Get geographic distribution of users/visitors. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
"breakdown": {
"type": "string",
"enum": ["country", "region", "city"],
"description": "Geographic breakdown level",
"default": "country",
},
"limit": {
"type": "integer",
"description": "Number of locations to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_device_data",
"method_name": "get_device_data",
"description": "Get device/browser/OS breakdown of users. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
"breakdown": {
"type": "string",
"enum": ["device", "browser", "os"],
"description": "Device breakdown type",
"default": "device",
},
"limit": {
"type": "integer",
"description": "Number of items to return",
"default": 10,
},
},
"required": [],
},
"scope": "read",
},
]
# =====================
# Export Functions (10)
# =====================
async def export_events(
client: OpenPanelClient,
project_id: str | None = None,
event: str | list[str] | None = None,
profile_id: str | None = None,
start: str | None = None,
end: str | None = None,
limit: int = 50,
page: int = 1,
includes: list[str] | None = None,
) -> str:
"""Export raw event data"""
try:
effective_project_id = _get_project_id(client, project_id)
result = await client.export_events(
project_id=effective_project_id,
event=event,
profile_id=profile_id,
start=start,
end=end,
page=page,
limit=limit,
includes=includes,
)
events_count = len(result.get("data", [])) if isinstance(result, dict) else 0
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"count": events_count,
"page": page,
"limit": limit,
"filters": {"event": event, "profile_id": profile_id, "start": start, "end": end},
"data": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def export_events_csv(
client: OpenPanelClient,
project_id: str | None = None,
event: str | None = None,
start: str | None = None,
end: str | None = None,
limit: int = 1000,
) -> str:
"""Export events as CSV-formatted data"""
try:
effective_project_id = _get_project_id(client, project_id)
result = await client.export_events(
project_id=effective_project_id, event=event, start=start, end=end, limit=limit
)
events = result.get("data", []) if isinstance(result, dict) else []
if not events:
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"count": 0,
"csv": "",
"message": "No events found",
},
indent=2,
ensure_ascii=False,
)
# Build CSV
headers = ["timestamp", "name", "profile_id"]
csv_lines = [",".join(headers)]
for event_data in events:
row = [
str(event_data.get("timestamp", "")),
str(event_data.get("name", "")),
str(event_data.get("profileId", "")),
]
csv_lines.append(",".join(row))
csv_content = "\n".join(csv_lines)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"count": len(events),
"format": "csv",
"csv": csv_content,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def export_chart_data(
client: OpenPanelClient,
events: list[dict[str, Any]],
project_id: str | None = None,
interval: str = "day",
date_range: str = "30d",
breakdowns: list[str] | None = None,
previous: bool = False,
) -> str:
"""Export aggregated chart data"""
try:
effective_project_id = _get_project_id(client, project_id)
result = await client.export_charts(
project_id=effective_project_id,
events=events,
interval=interval,
date_range=date_range,
breakdowns=breakdowns,
previous=previous,
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"events": [e.get("name") for e in events],
"interval": interval,
"date_range": date_range,
"breakdowns": breakdowns,
"data": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_event_count(
client: OpenPanelClient,
project_id: str | None = None,
event: str | None = None,
date_range: str = "30d",
) -> str:
"""Get total event count"""
try:
effective_project_id = _get_project_id(client, project_id)
events_config = [{"name": event if event else "*", "segment": "event"}]
result = await client.export_charts(
project_id=effective_project_id,
events=events_config,
interval="day",
date_range=date_range,
)
# Sum up the counts
total = 0
if isinstance(result, dict) and "data" in result:
for point in result.get("data", []):
total += point.get("count", 0)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"event": event if event else "all events",
"date_range": date_range,
"total_count": total,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_unique_users(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d"
) -> str:
"""Get unique user count using tRPC overview.stats"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use overview.stats to get visitor count
result = await client.get_overview_stats(
project_id=effective_project_id, date_range=date_range
)
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"error": result.get("error"),
"note": "tRPC overview.stats endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
# Extract unique visitors from overview stats
unique_users = 0
if isinstance(result, dict):
# Try different possible field names for visitors
unique_users = (
result.get("visitors", 0)
or result.get("uniqueVisitors", 0)
or result.get("current", {}).get("visitors", 0)
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"unique_users": unique_users,
"raw_stats": result if isinstance(result, dict) else None,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_page_views(
client: OpenPanelClient,
project_id: str | None = None,
date_range: str = "30d",
interval: str = "day",
) -> str:
"""Get page view statistics using tRPC overview.stats"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use overview.stats to get pageview count
result = await client.get_overview_stats(
project_id=effective_project_id, date_range=date_range
)
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"interval": interval,
"error": result.get("error"),
"note": "tRPC overview.stats endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
# Extract pageview count from overview stats
total_page_views = 0
if isinstance(result, dict):
# Try different possible field names for pageviews
total_page_views = (
result.get("pageviews", 0)
or result.get("pageViews", 0)
or result.get("current", {}).get("pageviews", 0)
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"interval": interval,
"total_page_views": total_page_views,
"raw_stats": result if isinstance(result, dict) else None,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_top_pages(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d", limit: int = 10
) -> str:
"""Get top pages by view count using tRPC overview.topPages"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use the new tRPC overview.topPages endpoint
result = await client.get_top_pages(
project_id=effective_project_id, date_range=date_range, mode="page"
)
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"error": result.get("error"),
"note": "tRPC overview.topPages endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
# Transform tRPC response to our format
pages = []
if isinstance(result, list):
pages = result[:limit]
elif isinstance(result, dict) and "data" in result:
pages = result.get("data", [])[:limit]
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"count": len(pages),
"top_pages": pages,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_top_referrers(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d", limit: int = 10
) -> str:
"""Get top traffic sources using chart.chart with referrer breakdown"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use chart.chart with referrer breakdown
result = await client.get_top_sources(
project_id=effective_project_id, date_range=date_range, limit=limit
)
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"error": result.get("error"),
"note": "tRPC chart.chart endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
# Extract referrers from chart.chart response
# Response format: {series: [{data: [...], breakdowns: {referrer: [...]}}]}
referrers = []
if isinstance(result, dict):
series = result.get("series", [])
if series:
for serie in series:
breakdown_data = serie.get("breakdowns", {}).get("referrer", [])
for item in breakdown_data[:limit]:
referrers.append(
{
"referrer": item.get("label", item.get("name", "")),
"count": item.get("count", 0),
"percentage": item.get("percentage", 0),
}
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"count": len(referrers),
"top_referrers": referrers,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_geo_data(
client: OpenPanelClient,
project_id: str | None = None,
date_range: str = "30d",
breakdown: str = "country",
limit: int = 10,
) -> str:
"""Get geographic distribution using chart.chart with country/city/region breakdown"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use chart.chart with geographic breakdown
result = await client.get_top_locations(
project_id=effective_project_id, date_range=date_range, breakdown=breakdown, limit=limit
)
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"breakdown": breakdown,
"error": result.get("error"),
"note": "tRPC chart.chart endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
# Extract locations from chart.chart response
# Response format: {series: [{data: [...], breakdowns: {country: [...]}}]}
locations = []
if isinstance(result, dict):
series = result.get("series", [])
if series:
for serie in series:
breakdown_data = serie.get("breakdowns", {}).get(breakdown, [])
for item in breakdown_data[:limit]:
locations.append(
{
"location": item.get("label", item.get("name", "")),
"count": item.get("count", 0),
"percentage": item.get("percentage", 0),
}
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"breakdown": breakdown,
"count": len(locations),
"locations": locations,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_device_data(
client: OpenPanelClient,
project_id: str | None = None,
date_range: str = "30d",
breakdown: str = "device",
limit: int = 10,
) -> str:
"""Get device/browser/OS breakdown using chart.chart with appropriate breakdown"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use appropriate chart.chart breakdown based on breakdown type
if breakdown == "browser":
result = await client.get_top_browsers(
project_id=effective_project_id, date_range=date_range, limit=limit
)
elif breakdown == "os":
result = await client.get_top_os(
project_id=effective_project_id, date_range=date_range, limit=limit
)
else: # device (default)
result = await client.get_top_devices(
project_id=effective_project_id, date_range=date_range, limit=limit
)
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"breakdown": breakdown,
"error": result.get("error"),
"note": "tRPC chart.chart endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
# Extract device data from chart.chart response
# Response format: {series: [{data: [...], breakdowns: {device: [...]}}]}
devices = []
if isinstance(result, dict):
series = result.get("series", [])
if series:
for serie in series:
breakdown_data = serie.get("breakdowns", {}).get(breakdown, [])
for item in breakdown_data[:limit]:
devices.append(
{
"name": item.get("label", item.get("name", "")),
"count": item.get("count", 0),
"percentage": item.get("percentage", 0),
}
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"breakdown": breakdown,
"count": len(devices),
"devices": devices,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

View File

@@ -0,0 +1,378 @@
"""Funnels Handler - OpenPanel funnel analytics (8 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (8 tools)"""
return [
{
"name": "list_funnels",
"method_name": "list_funnels",
"description": "List all funnels defined for a project.",
"schema": {
"type": "object",
"properties": {"project_id": {"type": "string", "description": "Project ID"}},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "get_funnel",
"method_name": "get_funnel",
"description": "Get funnel details and current conversion data.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"funnel_id": {"type": "string", "description": "Funnel ID"},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["project_id", "funnel_id"],
},
"scope": "read",
},
{
"name": "create_funnel",
"method_name": "create_funnel",
"description": "Create a new funnel to track user journey through steps.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"name": {"type": "string", "description": "Funnel name"},
"steps": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {"type": "string", "description": "Step name"},
"event": {
"type": "string",
"description": "Event name for this step",
},
"filters": {
"type": "array",
"description": "Optional filters for this step",
},
},
"required": ["name", "event"],
},
"description": "Funnel steps in sequence",
"minItems": 2,
"maxItems": 10,
},
"window_days": {
"type": "integer",
"description": "Conversion window in days",
"default": 14,
"maximum": 90,
},
},
"required": ["project_id", "name", "steps"],
},
"scope": "write",
},
{
"name": "update_funnel",
"method_name": "update_funnel",
"description": "Update an existing funnel's configuration.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"funnel_id": {"type": "string", "description": "Funnel ID"},
"name": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New funnel name",
},
"steps": {
"anyOf": [{"type": "array"}, {"type": "null"}],
"description": "New funnel steps",
},
"window_days": {
"anyOf": [{"type": "integer"}, {"type": "null"}],
"description": "New conversion window",
},
},
"required": ["project_id", "funnel_id"],
},
"scope": "write",
},
{
"name": "delete_funnel",
"method_name": "delete_funnel",
"description": "Delete a funnel.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"funnel_id": {"type": "string", "description": "Funnel ID to delete"},
},
"required": ["project_id", "funnel_id"],
},
"scope": "write",
},
{
"name": "get_funnel_conversion",
"method_name": "get_funnel_conversion",
"description": "Get detailed conversion rates for each funnel step.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"funnel_id": {"type": "string", "description": "Funnel ID"},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["project_id", "funnel_id"],
},
"scope": "read",
},
{
"name": "get_funnel_breakdown",
"method_name": "get_funnel_breakdown",
"description": "Get funnel breakdown by segment (country, device, etc.).",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"funnel_id": {"type": "string", "description": "Funnel ID"},
"breakdown_by": {
"type": "string",
"enum": ["country", "device", "browser", "os", "referrer"],
"description": "Dimension to break down by",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["project_id", "funnel_id", "breakdown_by"],
},
"scope": "read",
},
{
"name": "compare_funnels",
"method_name": "compare_funnels",
"description": "Compare conversion rates between multiple funnels.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"funnel_ids": {
"type": "array",
"items": {"type": "string"},
"description": "Funnel IDs to compare",
"minItems": 2,
"maxItems": 5,
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["project_id", "funnel_ids"],
},
"scope": "read",
},
]
# =====================
# Funnel Functions (8)
# =====================
async def list_funnels(client: OpenPanelClient, project_id: str) -> str:
"""List all funnels for a project"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"note": "Funnel listing requires dashboard tRPC API. Use OpenPanel dashboard to view funnels.",
"message": "Funnel list request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_funnel(
client: OpenPanelClient, project_id: str, funnel_id: str, date_range: str = "30d"
) -> str:
"""Get funnel details with conversion data"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel_id": funnel_id,
"date_range": date_range,
"note": "Funnel details require dashboard tRPC API. Use OpenPanel dashboard to view funnel data.",
"message": "Funnel data request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def create_funnel(
client: OpenPanelClient,
project_id: str,
name: str,
steps: list[dict[str, Any]],
window_days: int = 14,
) -> str:
"""Create a new funnel"""
try:
# Validate steps
if len(steps) < 2:
return json.dumps(
{"success": False, "error": "Funnel must have at least 2 steps"},
indent=2,
ensure_ascii=False,
)
funnel_config = {"name": name, "steps": steps, "window_days": window_days}
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel": funnel_config,
"note": "Funnel creation requires dashboard tRPC API. Use OpenPanel dashboard to create funnels.",
"message": f"Funnel '{name}' configuration created with {len(steps)} steps",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def update_funnel(
client: OpenPanelClient,
project_id: str,
funnel_id: str,
name: str | None = None,
steps: list[dict[str, Any]] | None = None,
window_days: int | None = None,
) -> str:
"""Update an existing funnel"""
try:
updates = {}
if name:
updates["name"] = name
if steps:
updates["steps"] = steps
if window_days:
updates["window_days"] = window_days
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel_id": funnel_id,
"updates": updates,
"note": "Funnel updates require dashboard tRPC API. Use OpenPanel dashboard to modify funnels.",
"message": "Funnel update configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def delete_funnel(client: OpenPanelClient, project_id: str, funnel_id: str) -> str:
"""Delete a funnel"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel_id": funnel_id,
"note": "Funnel deletion requires dashboard tRPC API. Use OpenPanel dashboard to delete funnels.",
"message": "Funnel deletion request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_funnel_conversion(
client: OpenPanelClient, project_id: str, funnel_id: str, date_range: str = "30d"
) -> str:
"""Get funnel conversion rates"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel_id": funnel_id,
"date_range": date_range,
"note": "Conversion data requires dashboard tRPC API. Use OpenPanel dashboard for detailed conversion analysis.",
"message": "Funnel conversion request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_funnel_breakdown(
client: OpenPanelClient,
project_id: str,
funnel_id: str,
breakdown_by: str,
date_range: str = "30d",
) -> str:
"""Get funnel breakdown by segment"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel_id": funnel_id,
"breakdown_by": breakdown_by,
"date_range": date_range,
"note": "Funnel breakdown requires dashboard tRPC API. Use OpenPanel dashboard for segmented analysis.",
"message": f"Funnel breakdown by {breakdown_by} request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def compare_funnels(
client: OpenPanelClient, project_id: str, funnel_ids: list[str], date_range: str = "30d"
) -> str:
"""Compare multiple funnels"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"funnel_ids": funnel_ids,
"date_range": date_range,
"note": "Funnel comparison requires dashboard tRPC API. Use OpenPanel dashboard for comparison views.",
"message": f"Comparison request for {len(funnel_ids)} funnels processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""Profiles Handler - OpenPanel user profile management (8 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (8 tools)"""
return [
{
"name": "list_profiles",
"method_name": "list_profiles",
"description": "List user profiles with optional filtering and pagination.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"limit": {
"type": "integer",
"description": "Number of profiles to return",
"default": 50,
"maximum": 100,
},
"offset": {
"type": "integer",
"description": "Offset for pagination",
"default": 0,
},
"sort_by": {
"type": "string",
"enum": ["last_seen", "first_seen", "event_count"],
"description": "Sort order",
"default": "last_seen",
},
},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "get_profile",
"method_name": "get_profile",
"description": "Get detailed information about a specific user profile.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"profile_id": {"type": "string", "description": "User profile ID"},
},
"required": ["project_id", "profile_id"],
},
"scope": "read",
},
{
"name": "search_profiles",
"method_name": "search_profiles",
"description": "Search user profiles by property value.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"property": {
"type": "string",
"description": "Property to search (e.g., 'email', 'name', 'plan')",
},
"value": {"type": "string", "description": "Value to search for"},
"operator": {
"type": "string",
"enum": ["is", "contains", "startsWith", "endsWith"],
"description": "Search operator",
"default": "contains",
},
"limit": {"type": "integer", "description": "Maximum results", "default": 50},
},
"required": ["project_id", "property", "value"],
},
"scope": "read",
},
{
"name": "get_profile_events",
"method_name": "get_profile_events",
"description": "Get events for a specific user profile.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"profile_id": {"type": "string", "description": "User profile ID"},
"event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Filter by event name",
},
"limit": {
"type": "integer",
"description": "Number of events",
"default": 50,
"maximum": 200,
},
},
"required": ["project_id", "profile_id"],
},
"scope": "read",
},
{
"name": "get_profile_sessions",
"method_name": "get_profile_sessions",
"description": "Get sessions for a specific user profile.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"profile_id": {"type": "string", "description": "User profile ID"},
"limit": {
"type": "integer",
"description": "Number of sessions",
"default": 20,
"maximum": 50,
},
},
"required": ["project_id", "profile_id"],
},
"scope": "read",
},
{
"name": "delete_profile",
"method_name": "delete_profile",
"description": "Delete a user profile and all associated data (GDPR compliance).",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"profile_id": {"type": "string", "description": "User profile ID to delete"},
"confirm": {
"type": "boolean",
"description": "Confirm deletion (required)",
"default": False,
},
},
"required": ["project_id", "profile_id", "confirm"],
},
"scope": "admin",
},
{
"name": "merge_profiles",
"method_name": "merge_profiles",
"description": "Merge two user profiles into one (for duplicate resolution).",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"primary_profile_id": {
"type": "string",
"description": "Primary profile ID to keep",
},
"secondary_profile_id": {
"type": "string",
"description": "Secondary profile ID to merge and delete",
},
},
"required": ["project_id", "primary_profile_id", "secondary_profile_id"],
},
"scope": "admin",
},
{
"name": "export_profile_data",
"method_name": "export_profile_data",
"description": "Export all data for a user profile (GDPR data portability).",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"profile_id": {"type": "string", "description": "User profile ID"},
"format": {
"type": "string",
"enum": ["json", "csv"],
"description": "Export format",
"default": "json",
},
},
"required": ["project_id", "profile_id"],
},
"scope": "read",
},
]
# =====================
# Profile Functions (8)
# =====================
async def list_profiles(
client: OpenPanelClient,
project_id: str,
limit: int = 50,
offset: int = 0,
sort_by: str = "last_seen",
) -> str:
"""List user profiles"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"pagination": {"limit": limit, "offset": offset, "sort_by": sort_by},
"note": "Profile listing requires dashboard tRPC API. Use OpenPanel dashboard to view profiles.",
"message": "Profile list request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_profile(client: OpenPanelClient, project_id: str, profile_id: str) -> str:
"""Get profile details"""
try:
# Try to get events for this profile via export API
try:
result = await client.export_events(
project_id=project_id, profile_id=profile_id, limit=1, includes=["profile"]
)
if isinstance(result, dict) and result.get("data"):
return json.dumps(
{
"success": True,
"project_id": project_id,
"profile_id": profile_id,
"has_events": True,
"note": "Full profile details require dashboard tRPC API.",
"message": "Profile found with associated events",
},
indent=2,
ensure_ascii=False,
)
except:
pass
return json.dumps(
{
"success": True,
"project_id": project_id,
"profile_id": profile_id,
"note": "Profile details require dashboard tRPC API. Use OpenPanel dashboard for full profile view.",
"message": "Profile request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def search_profiles(
client: OpenPanelClient,
project_id: str,
property: str,
value: str,
operator: str = "contains",
limit: int = 50,
) -> str:
"""Search profiles by property"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"search": {
"property": property,
"value": value,
"operator": operator,
"limit": limit,
},
"note": "Profile search requires dashboard tRPC API. Use OpenPanel dashboard for profile search.",
"message": "Profile search request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_profile_events(
client: OpenPanelClient,
project_id: str,
profile_id: str,
event: str | None = None,
limit: int = 50,
) -> str:
"""Get events for a profile"""
try:
result = await client.export_events(
project_id=project_id, profile_id=profile_id, event=event, limit=limit
)
events_count = len(result.get("data", [])) if isinstance(result, dict) else 0
return json.dumps(
{
"success": True,
"project_id": project_id,
"profile_id": profile_id,
"event_filter": event,
"count": events_count,
"data": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_profile_sessions(
client: OpenPanelClient, project_id: str, profile_id: str, limit: int = 20
) -> str:
"""Get sessions for a profile"""
try:
# Get session events
result = await client.export_events(
project_id=project_id, profile_id=profile_id, event="session_start", limit=limit
)
sessions = result.get("data", []) if isinstance(result, dict) else []
return json.dumps(
{
"success": True,
"project_id": project_id,
"profile_id": profile_id,
"sessions_count": len(sessions),
"sessions": sessions,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def delete_profile(
client: OpenPanelClient, project_id: str, profile_id: str, confirm: bool = False
) -> str:
"""Delete a user profile (GDPR)"""
try:
if not confirm:
return json.dumps(
{
"success": False,
"error": "Deletion not confirmed. Set confirm=true to proceed.",
"warning": "This will permanently delete all user data.",
},
indent=2,
ensure_ascii=False,
)
return json.dumps(
{
"success": True,
"project_id": project_id,
"profile_id": profile_id,
"confirmed": confirm,
"note": "Profile deletion requires dashboard tRPC API. Use OpenPanel dashboard for GDPR deletion.",
"message": "Profile deletion request processed (GDPR)",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def merge_profiles(
client: OpenPanelClient, project_id: str, primary_profile_id: str, secondary_profile_id: str
) -> str:
"""Merge two profiles"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"primary_profile_id": primary_profile_id,
"secondary_profile_id": secondary_profile_id,
"note": "Profile merging requires dashboard tRPC API. Use OpenPanel dashboard for profile management.",
"message": "Profile merge request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def export_profile_data(
client: OpenPanelClient, project_id: str, profile_id: str, format: str = "json"
) -> str:
"""Export all profile data (GDPR)"""
try:
# Export events for this profile
result = await client.export_events(
project_id=project_id, profile_id=profile_id, limit=1000, includes=["profile", "meta"]
)
events = result.get("data", []) if isinstance(result, dict) else []
export_data = {
"profile_id": profile_id,
"project_id": project_id,
"events_count": len(events),
"events": events,
}
if format == "csv":
# Build CSV
csv_lines = ["timestamp,event_name,properties"]
for event in events:
csv_lines.append(
f"{event.get('timestamp', '')},{event.get('name', '')},{json.dumps(event.get('properties', {}))}"
)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"format": "csv",
"events_count": len(events),
"csv": "\n".join(csv_lines),
"message": "Profile data exported (GDPR compliance)",
},
indent=2,
ensure_ascii=False,
)
return json.dumps(
{
"success": True,
"profile_id": profile_id,
"format": "json",
"events_count": len(events),
"data": export_data,
"message": "Profile data exported (GDPR compliance)",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""Projects Handler - OpenPanel project management (8 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (8 tools)"""
return [
{
"name": "list_projects",
"method_name": "list_projects",
"description": "List all OpenPanel projects.",
"schema": {"type": "object", "properties": {}},
"scope": "read",
},
{
"name": "get_project",
"method_name": "get_project",
"description": "Get project details including settings and statistics.",
"schema": {
"type": "object",
"properties": {"project_id": {"type": "string", "description": "Project ID"}},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "create_project",
"method_name": "create_project",
"description": "Create a new OpenPanel project.",
"schema": {
"type": "object",
"properties": {
"name": {"type": "string", "description": "Project name"},
"domain": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Primary domain for the project",
},
"timezone": {
"type": "string",
"description": "Project timezone",
"default": "UTC",
},
},
"required": ["name"],
},
"scope": "admin",
},
{
"name": "update_project",
"method_name": "update_project",
"description": "Update project settings.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"name": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New project name",
},
"domain": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New primary domain",
},
"timezone": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "New timezone",
},
},
"required": ["project_id"],
},
"scope": "admin",
},
{
"name": "delete_project",
"method_name": "delete_project",
"description": "Delete a project and all its data.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID to delete"},
"confirm": {"type": "boolean", "description": "Confirm deletion (required)"},
},
"required": ["project_id", "confirm"],
},
"scope": "admin",
},
{
"name": "get_project_stats",
"method_name": "get_project_stats",
"description": "Get project statistics (events, users, storage).",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, yearToDate, all",
"default": "30d",
},
},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "get_project_settings",
"method_name": "get_project_settings",
"description": "Get project configuration settings.",
"schema": {
"type": "object",
"properties": {"project_id": {"type": "string", "description": "Project ID"}},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "update_project_settings",
"method_name": "update_project_settings",
"description": "Update project configuration.",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID"},
"settings": {
"type": "object",
"description": "Settings to update",
"properties": {
"cors_domains": {"type": "array", "items": {"type": "string"}},
"ip_anonymization": {"type": "boolean"},
"data_retention_days": {"type": "integer"},
},
},
},
"required": ["project_id", "settings"],
},
"scope": "admin",
},
]
# =====================
# Project Functions (8)
# =====================
async def list_projects(client: OpenPanelClient) -> str:
"""List all projects"""
try:
return json.dumps(
{
"success": True,
"note": "Project listing requires dashboard tRPC API. Use OpenPanel dashboard to view projects.",
"message": "Project list request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_project(client: OpenPanelClient, project_id: str) -> str:
"""Get project details"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"note": "Project details require dashboard tRPC API. Use OpenPanel dashboard for full project view.",
"message": "Project details request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def create_project(
client: OpenPanelClient, name: str, domain: str | None = None, timezone: str = "UTC"
) -> str:
"""Create a new project"""
try:
project_config = {"name": name, "domain": domain, "timezone": timezone}
return json.dumps(
{
"success": True,
"project": project_config,
"note": "Project creation requires dashboard tRPC API. Use OpenPanel dashboard to create projects.",
"message": f"Project '{name}' configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def update_project(
client: OpenPanelClient,
project_id: str,
name: str | None = None,
domain: str | None = None,
timezone: str | None = None,
) -> str:
"""Update project settings"""
try:
updates = {}
if name:
updates["name"] = name
if domain:
updates["domain"] = domain
if timezone:
updates["timezone"] = timezone
return json.dumps(
{
"success": True,
"project_id": project_id,
"updates": updates,
"note": "Project updates require dashboard tRPC API. Use OpenPanel dashboard to modify projects.",
"message": "Project update configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def delete_project(client: OpenPanelClient, project_id: str, confirm: bool = False) -> str:
"""Delete a project"""
try:
if not confirm:
return json.dumps(
{
"success": False,
"error": "Deletion not confirmed. Set confirm=true to proceed.",
"warning": "This will permanently delete all project data including events, users, and settings.",
},
indent=2,
ensure_ascii=False,
)
return json.dumps(
{
"success": True,
"project_id": project_id,
"confirmed": confirm,
"note": "Project deletion requires dashboard tRPC API. Use OpenPanel dashboard to delete projects.",
"message": "Project deletion request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_project_stats(
client: OpenPanelClient, project_id: str, date_range: str = "30d"
) -> str:
"""Get project statistics"""
try:
# Get basic stats via export API
metrics = {}
# Total events
events_config = [{"name": "*", "segment": "event"}]
events_result = await client.export_charts(
project_id=project_id, events=events_config, interval="day", date_range=date_range
)
total_events = 0
if isinstance(events_result, dict) and "data" in events_result:
for point in events_result.get("data", []):
total_events += point.get("count", 0)
metrics["total_events"] = total_events
# Unique users
users_config = [{"name": "*", "segment": "user"}]
users_result = await client.export_charts(
project_id=project_id, events=users_config, interval="day", date_range=date_range
)
if isinstance(users_result, dict) and "data" in users_result:
data = users_result.get("data", [])
metrics["unique_users"] = data[-1].get("count", 0) if data else 0
return json.dumps(
{
"success": True,
"project_id": project_id,
"date_range": date_range,
"stats": metrics,
"message": "Project stats retrieved",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_project_settings(client: OpenPanelClient, project_id: str) -> str:
"""Get project settings"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"note": "Project settings require dashboard tRPC API. Use OpenPanel dashboard for settings.",
"message": "Project settings request processed",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def update_project_settings(
client: OpenPanelClient, project_id: str, settings: dict[str, Any]
) -> str:
"""Update project settings"""
try:
return json.dumps(
{
"success": True,
"project_id": project_id,
"settings": settings,
"note": "Settings update requires dashboard tRPC API. Use OpenPanel dashboard to configure.",
"message": "Project settings update configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""Reports Handler - OpenPanel analytics reports (8 tools)
Note: project_id is optional if configured in environment variables.
"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
from plugins.openpanel.handlers.utils import get_project_id as _get_project_id
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (8 tools)"""
return [
{
"name": "get_overview_report",
"method_name": "get_overview_report",
"description": "Get overview statistics including total events, users, sessions, and page views. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, monthToDate, yearToDate, all",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_retention_report",
"method_name": "get_retention_report",
"description": "Get user retention analysis showing how many users return over time. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"start_event": {
"type": "string",
"description": "Event that marks user acquisition (e.g., 'signup_completed')",
"default": "session_start",
},
"return_event": {
"type": "string",
"description": "Event that marks user return (e.g., 'app_opened')",
"default": "session_start",
},
"period": {
"type": "string",
"enum": ["day", "week", "month"],
"description": "Retention period granularity",
"default": "week",
},
"cohorts": {
"type": "integer",
"description": "Number of cohorts to analyze",
"default": 8,
"maximum": 12,
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_cohort_report",
"method_name": "get_cohort_report",
"description": "Get cohort analysis grouping users by acquisition date and tracking their behavior. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"cohort_type": {
"type": "string",
"enum": ["first_seen", "signup", "custom"],
"description": "How to define cohorts",
"default": "first_seen",
},
"cohort_event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Custom event for cohort definition (when cohort_type is 'custom')",
},
"measure_event": {
"type": "string",
"description": "Event to measure for each cohort",
"default": "session_start",
},
"date_range": {
"type": "string",
"description": "Date range. Common: 7d, 14d, 30d, 60d, 90d, 6m, 12m, yearToDate, all",
"default": "6m",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_paths_report",
"method_name": "get_paths_report",
"description": "Get user flow/paths analysis showing common navigation patterns. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"start_event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Starting event for path analysis",
},
"end_event": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Ending event for path analysis",
},
"max_steps": {
"type": "integer",
"description": "Maximum path steps to analyze",
"default": 5,
"maximum": 10,
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": [],
},
"scope": "read",
},
{
"name": "get_realtime_stats",
"method_name": "get_realtime_stats",
"description": "Get real-time visitor statistics for the last 30 minutes. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
}
},
"required": [],
},
"scope": "read",
},
{
"name": "get_ab_test_results",
"method_name": "get_ab_test_results",
"description": "Get A/B test results comparing variants by conversion rate. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"test_name": {"type": "string", "description": "Name of the A/B test"},
"conversion_event": {
"type": "string",
"description": "Event that marks conversion",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["test_name", "conversion_event"],
},
"scope": "read",
},
{
"name": "create_scheduled_report",
"method_name": "create_scheduled_report",
"description": "Create a scheduled report to be sent via email. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"name": {"type": "string", "description": "Report name"},
"report_type": {
"type": "string",
"enum": ["overview", "events", "funnels", "retention"],
"description": "Type of report",
},
"schedule": {
"type": "string",
"enum": ["daily", "weekly", "monthly"],
"description": "Report schedule",
},
"recipients": {
"type": "array",
"items": {"type": "string", "format": "email"},
"description": "Email recipients",
},
},
"required": ["name", "report_type", "schedule", "recipients"],
},
"scope": "write",
},
{
"name": "export_report_pdf",
"method_name": "export_report_pdf",
"description": "Export a report as PDF format. Note: project_id is optional if configured in environment.",
"schema": {
"type": "object",
"properties": {
"project_id": {
"anyOf": [{"type": "string"}, {"type": "null"}],
"description": "Project ID (optional if configured in env)",
},
"report_type": {
"type": "string",
"enum": ["overview", "events", "funnels", "retention", "paths"],
"description": "Type of report to export",
},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["report_type"],
},
"scope": "read",
},
]
# =====================
# Report Functions (8)
# =====================
async def get_overview_report(
client: OpenPanelClient, project_id: str | None = None, date_range: str = "30d"
) -> str:
"""Get overview statistics using tRPC overview.stats endpoint"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use the new tRPC overview.stats endpoint
result = await client.get_overview_stats(
project_id=effective_project_id, date_range=date_range
)
# Check for errors
if "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"date_range": date_range,
"error": result.get("error"),
"note": "tRPC overview.stats endpoint may require authentication or the project may not exist",
},
indent=2,
ensure_ascii=False,
)
# Transform tRPC response to our format
# tRPC overview.stats returns: {current: {...}, previous: {...}}
current = result.get("current", result)
metrics = {
"unique_visitors": current.get("uniqueVisitors", 0),
"page_views": current.get("screenViews", 0),
"sessions": current.get("sessions", 0),
"bounce_rate": current.get("bounceRate", 0),
"session_duration": current.get("sessionDuration", 0),
"revenue": current.get("revenue", 0),
}
# Add previous period comparison if available
previous = result.get("previous", {})
if previous:
metrics["previous_period"] = {
"unique_visitors": previous.get("uniqueVisitors", 0),
"page_views": previous.get("screenViews", 0),
"sessions": previous.get("sessions", 0),
}
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"date_range": date_range,
"overview": metrics,
"raw": result,
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_retention_report(
client: OpenPanelClient,
project_id: str | None = None,
start_event: str = "session_start",
return_event: str = "session_start",
period: str = "week",
cohorts: int = 8,
) -> str:
"""Get user retention analysis"""
try:
effective_project_id = _get_project_id(client, project_id)
# Note: Full retention analysis requires tRPC API access
# This provides a simplified version using export API
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"retention_config": {
"start_event": start_event,
"return_event": return_event,
"period": period,
"cohorts": cohorts,
},
"note": "Full retention analysis requires dashboard tRPC API. Use OpenPanel dashboard for detailed retention charts.",
"message": "Retention report configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_cohort_report(
client: OpenPanelClient,
project_id: str | None = None,
cohort_type: str = "first_seen",
cohort_event: str | None = None,
measure_event: str = "session_start",
date_range: str = "6m",
) -> str:
"""Get cohort analysis"""
try:
effective_project_id = _get_project_id(client, project_id)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"cohort_config": {
"cohort_type": cohort_type,
"cohort_event": cohort_event,
"measure_event": measure_event,
"date_range": date_range,
},
"note": "Full cohort analysis requires dashboard tRPC API. Use OpenPanel dashboard for detailed cohort charts.",
"message": "Cohort report configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_paths_report(
client: OpenPanelClient,
project_id: str | None = None,
start_event: str | None = None,
end_event: str | None = None,
max_steps: int = 5,
date_range: str = "30d",
) -> str:
"""Get user flow/paths analysis"""
try:
effective_project_id = _get_project_id(client, project_id)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"paths_config": {
"start_event": start_event,
"end_event": end_event,
"max_steps": max_steps,
"date_range": date_range,
},
"note": "Full path analysis requires dashboard tRPC API. Use OpenPanel dashboard for user flow visualization.",
"message": "Paths report configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_realtime_stats(client: OpenPanelClient, project_id: str | None = None) -> str:
"""Get real-time visitor statistics using chart.chart with 30min range"""
try:
effective_project_id = _get_project_id(client, project_id)
# Use chart.chart with 30min range for realtime data
result = await client.get_live_visitors(project_id=effective_project_id)
active_users = result.get("count", 0) if isinstance(result, dict) else 0
# Check for errors
if isinstance(result, dict) and "error" in result:
return json.dumps(
{
"success": False,
"project_id": effective_project_id,
"error": result.get("error"),
"note": "tRPC chart.chart endpoint may require authentication",
},
indent=2,
ensure_ascii=False,
)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"realtime": {
"active_visitors_30min": active_users,
"timestamp": "now",
"period": "30min",
},
"message": "Real-time stats retrieved via chart.chart with 30min range",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_ab_test_results(
client: OpenPanelClient,
test_name: str,
conversion_event: str,
project_id: str | None = None,
date_range: str = "30d",
) -> str:
"""Get A/B test results"""
try:
effective_project_id = _get_project_id(client, project_id)
# A/B test results typically tracked via properties
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"test_name": test_name,
"ab_test_config": {"conversion_event": conversion_event, "date_range": date_range},
"note": "A/B test analysis requires tracking variants via event properties. Use OpenPanel dashboard for detailed variant comparison.",
"message": "A/B test configuration retrieved",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def create_scheduled_report(
client: OpenPanelClient,
name: str,
report_type: str,
schedule: str,
recipients: list[str],
project_id: str | None = None,
) -> str:
"""Create a scheduled report"""
try:
effective_project_id = _get_project_id(client, project_id)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"scheduled_report": {
"name": name,
"report_type": report_type,
"schedule": schedule,
"recipients": recipients,
},
"note": "Scheduled reports require dashboard tRPC API. Configure via OpenPanel dashboard.",
"message": f"Scheduled report '{name}' configuration created",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def export_report_pdf(
client: OpenPanelClient,
report_type: str,
project_id: str | None = None,
date_range: str = "30d",
) -> str:
"""Export report as PDF"""
try:
effective_project_id = _get_project_id(client, project_id)
return json.dumps(
{
"success": True,
"project_id": effective_project_id,
"export_config": {
"report_type": report_type,
"format": "pdf",
"date_range": date_range,
},
"note": "PDF export requires dashboard functionality. Use OpenPanel dashboard to export reports.",
"message": f"PDF export configuration for {report_type} report",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""System Handler - OpenPanel health and system operations (6 tools)"""
import json
from typing import Any
from plugins.openpanel.client import OpenPanelClient
def get_tool_specifications() -> list[dict[str, Any]]:
"""Return tool specifications for ToolGenerator (6 tools)"""
return [
{
"name": "health_check",
"method_name": "health_check",
"description": "Check OpenPanel instance health and service status.",
"schema": {"type": "object", "properties": {}},
"scope": "read",
},
{
"name": "get_instance_info",
"method_name": "get_instance_info",
"description": "Get OpenPanel instance information including URL and configuration.",
"schema": {"type": "object", "properties": {}},
"scope": "read",
},
{
"name": "get_usage_stats",
"method_name": "get_usage_stats",
"description": "Get usage statistics for the OpenPanel instance (events, users, etc.).",
"schema": {
"type": "object",
"properties": {
"project_id": {"type": "string", "description": "Project ID to get stats for"},
"date_range": {
"type": "string",
"description": "Date range. Common: today, yesterday, 7d, 14d, 30d, 60d, 90d, 6m, 12m, all",
"default": "30d",
},
},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "get_storage_stats",
"method_name": "get_storage_stats",
"description": "Get storage usage statistics (events stored in ClickHouse).",
"schema": {
"type": "object",
"properties": {
"project_id": {
"type": "string",
"description": "Project ID to get storage stats for",
}
},
"required": ["project_id"],
},
"scope": "read",
},
{
"name": "test_connection",
"method_name": "test_connection",
"description": "Test connection to OpenPanel API with current credentials.",
"schema": {"type": "object", "properties": {}},
"scope": "read",
},
{
"name": "get_rate_limit_status",
"method_name": "get_rate_limit_status",
"description": "Check current rate limit status for API calls.",
"schema": {"type": "object", "properties": {}},
"scope": "read",
},
]
# =====================
# System Functions (6)
# =====================
async def health_check(client: OpenPanelClient) -> str:
"""Check OpenPanel instance health"""
try:
result = await client.health_check()
return json.dumps(
{
"success": True,
"url": client.base_url,
"healthy": result.get("healthy", False),
"services": result.get("services", {}),
"message": (
"OpenPanel instance is healthy"
if result.get("healthy")
else "OpenPanel instance has issues"
),
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps(
{
"success": False,
"url": client.base_url,
"healthy": False,
"error": str(e),
"message": f"Health check failed: {str(e)}",
},
indent=2,
ensure_ascii=False,
)
async def get_instance_info(client: OpenPanelClient) -> str:
"""Get OpenPanel instance information"""
try:
result = await client.get_instance_info()
return json.dumps(
{
"success": True,
"instance": result,
"message": "Instance information retrieved successfully",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_usage_stats(client: OpenPanelClient, project_id: str, date_range: str = "30d") -> str:
"""Get usage statistics for a project"""
try:
# Get event count
events_config = [{"name": "*", "segment": "event"}]
events_result = await client.export_charts(
project_id=project_id, events=events_config, interval="day", date_range=date_range
)
# Get unique users
users_config = [{"name": "*", "segment": "user"}]
users_result = await client.export_charts(
project_id=project_id, events=users_config, interval="day", date_range=date_range
)
# Calculate totals
total_events = 0
if isinstance(events_result, dict) and "data" in events_result:
for point in events_result.get("data", []):
total_events += point.get("count", 0)
total_users = 0
if isinstance(users_result, dict) and "data" in users_result:
data = users_result.get("data", [])
if data:
total_users = data[-1].get("count", 0)
return json.dumps(
{
"success": True,
"project_id": project_id,
"date_range": date_range,
"stats": {
"total_events": total_events,
"unique_users": total_users,
"events_per_user": (
round(total_events / total_users, 2) if total_users > 0 else 0
),
},
"message": f"Usage stats for {date_range}",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def get_storage_stats(client: OpenPanelClient, project_id: str) -> str:
"""Get storage usage statistics"""
try:
# Export events to estimate storage
await client.export_events(project_id=project_id, limit=1)
# Note: Actual storage stats would require database access
# This is an estimate based on available data
return json.dumps(
{
"success": True,
"project_id": project_id,
"storage": {
"database": "ClickHouse",
"note": "Detailed storage stats require direct database access",
"estimate": "Based on event volume",
},
"message": "Storage information retrieved",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)
async def test_connection(client: OpenPanelClient) -> str:
"""Test connection to OpenPanel API"""
try:
# Try to make a simple request
result = await client.health_check()
return json.dumps(
{
"success": True,
"url": client.base_url,
"client_id": (
client.client_id[:8] + "..." if len(client.client_id) > 8 else client.client_id
),
"connection": "ok",
"api_accessible": result.get("healthy", False),
"message": "Connection test successful",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps(
{
"success": False,
"url": client.base_url,
"connection": "failed",
"error": str(e),
"message": f"Connection test failed: {str(e)}",
},
indent=2,
ensure_ascii=False,
)
async def get_rate_limit_status(client: OpenPanelClient) -> str:
"""Check current rate limit status"""
try:
# Note: Rate limit info is typically in response headers
# This is informational based on OpenPanel's documented limits
return json.dumps(
{
"success": True,
"rate_limits": {
"requests_per_10_seconds": 100,
"note": "OpenPanel rate limits: 100 requests per 10 seconds per client",
},
"recommendations": [
"Implement exponential backoff for 429 errors",
"Use batch tracking for multiple events",
"Cache export results when possible",
],
"message": "Rate limit information retrieved",
},
indent=2,
ensure_ascii=False,
)
except Exception as e:
return json.dumps({"success": False, "error": str(e)}, indent=2, ensure_ascii=False)

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"""Utility functions for OpenPanel handlers"""
from plugins.openpanel.client import OpenPanelClient
def get_project_id(client: OpenPanelClient, project_id: str | None) -> str:
"""
Get effective project_id, using default if not provided.
Args:
client: OpenPanel client with potential default_project_id
project_id: Explicitly provided project_id (may be None)
Returns:
Effective project_id to use
Raises:
ValueError: If no project_id available
"""
if project_id:
return project_id
if client.default_project_id:
return client.default_project_id
raise ValueError(
"project_id is required. Either provide it as a parameter or configure "
"OPENPANEL_SITE1_PROJECT_ID in environment variables. "
"You can find your Project ID in OpenPanel Dashboard → Project Settings."
)

186
plugins/openpanel/plugin.py Normal file
View File

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"""
OpenPanel Plugin - Product Analytics Management
Complete OpenPanel Self-Hosted management through REST API.
Provides tools for event tracking, data export, and analytics.
For Self-Hosted instances deployed on Coolify.
"""
from typing import Any
from plugins.base import BasePlugin
from plugins.openpanel import handlers
from plugins.openpanel.client import OpenPanelClient
class OpenPanelPlugin(BasePlugin):
"""
OpenPanel Analytics Plugin - Comprehensive product analytics.
Provides complete OpenPanel management capabilities including:
- Event tracking (track, identify, increment, decrement)
- Data export (events, charts, CSV)
- Analytics reports (page views, referrers, geo, devices)
- System operations (health, stats)
Phase H.1: Core (25 tools)
- Events Handler: 9 tools (alias_user removed - not supported on self-hosted)
- Export Handler: 10 tools
- System Handler: 6 tools
Phase H.2: Analytics (24 tools)
- Reports Handler: 8 tools
- Funnels Handler: 8 tools
- Profiles Handler: 8 tools
Phase H.3: Management (24 tools)
- Projects Handler: 8 tools
- Dashboards Handler: 10 tools
- Clients Handler: 6 tools
Total: 73 tools
"""
@staticmethod
def get_plugin_name() -> str:
"""Return plugin type identifier"""
return "openpanel"
@staticmethod
def get_required_config_keys() -> list[str]:
"""Return required configuration keys"""
return ["url", "client_id", "client_secret"]
def __init__(self, config: dict[str, Any], project_id: str | None = None):
"""
Initialize OpenPanel plugin with client.
Args:
config: Configuration dictionary containing:
- url: OpenPanel instance URL
- client_id: Client ID for authentication
- client_secret: Client Secret for authentication
- project_id: OpenPanel project ID (for Export/Read APIs)
- organization_id: Organization/Workspace ID (for multi-tenant setups)
project_id: Optional MCP project ID (auto-generated if not provided)
"""
super().__init__(config, project_id=project_id)
# Get OpenPanel project_id and organization_id from config
openpanel_project_id = config.get("project_id")
openpanel_organization_id = config.get("organization_id")
# Get session cookie for tRPC API access (optional)
# This is needed for analytics queries as tRPC uses session-based auth
session_cookie = config.get("session_cookie")
# Create OpenPanel API client
self.client = OpenPanelClient(
base_url=config["url"],
client_id=config["client_id"],
client_secret=config["client_secret"],
project_id=openpanel_project_id,
organization_id=openpanel_organization_id,
session_cookie=session_cookie,
)
# Store for reference
self.openpanel_project_id = openpanel_project_id
self.openpanel_organization_id = openpanel_organization_id
self.has_session = bool(session_cookie)
@staticmethod
def get_tool_specifications() -> list[dict[str, Any]]:
"""
Return all tool specifications for ToolGenerator.
This method is called by ToolGenerator to create unified tools
with site parameter routing.
Returns:
List of tool specification dictionaries (26 tools in Phase H.1)
"""
specs = []
# Phase H.1: Core (26 tools)
specs.extend(handlers.events.get_tool_specifications()) # 10 tools
specs.extend(handlers.export.get_tool_specifications()) # 10 tools
specs.extend(handlers.system.get_tool_specifications()) # 6 tools
# Phase H.2: Analytics (24 tools)
specs.extend(handlers.reports.get_tool_specifications()) # 8 tools
specs.extend(handlers.funnels.get_tool_specifications()) # 8 tools
specs.extend(handlers.profiles.get_tool_specifications()) # 8 tools
# Phase H.3: Management (24 tools)
specs.extend(handlers.projects.get_tool_specifications()) # 8 tools
specs.extend(handlers.dashboards.get_tool_specifications()) # 10 tools
specs.extend(handlers.clients.get_tool_specifications()) # 6 tools
return specs
def __getattr__(self, name: str):
"""
Dynamically delegate method calls to appropriate handlers.
This allows ToolGenerator to call methods like plugin.track_event()
without explicitly defining each method.
Args:
name: Method name being called
Returns:
Handler function from the appropriate handler module
"""
# Try to find the method in handler modules
handler_modules = [
handlers.events,
handlers.export,
handlers.system,
handlers.reports,
handlers.funnels,
handlers.profiles,
handlers.projects,
handlers.dashboards,
handlers.clients,
]
for handler_module in handler_modules:
if hasattr(handler_module, name):
func = getattr(handler_module, name)
# Create wrapper that passes self.client
async def wrapper(_func=func, **kwargs):
return await _func(self.client, **kwargs)
return wrapper
# Method not found in any handler
raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{name}'")
async def check_health(self) -> dict[str, Any]:
"""
Check if OpenPanel instance is accessible (internal use).
Note: This is named check_health to avoid shadowing the handler's
health_check function which is exposed as an MCP tool.
Returns:
Dict containing health check result
"""
try:
result = await self.client.health_check()
return {
"healthy": result.get("healthy", False),
"message": f"OpenPanel instance at {self.client.base_url} is {'accessible' if result.get('healthy') else 'not accessible'}",
}
except Exception as e:
return {"healthy": False, "message": f"OpenPanel health check failed: {str(e)}"}
async def health_check(self, **kwargs) -> str:
"""
Override BasePlugin.health_check to use handler function.
This ensures the MCP tool returns a JSON string, not a Dict.
"""
return await handlers.system.health_check(self.client)