PostHog MCP

TypeScript SDK for instrumenting Model Context Protocol servers with PostHog analytics.

Warning: This package is in very early access and is not suitable for production use yet. The API, event names, PostHog property schema, tracing behavior, and release process may change without notice while we dogfood the SDK. We publish in public because PostHog builds in public, but you should treat 0.0.x releases as experimental.

The initial goal is to help MCP server owners understand tool usage, agent intent, client/session metadata, errors, and feedback without hand-rolling MCP-specific analytics.

Install

pnpm add @posthog/mcp

Usage

import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import { track } from "@posthog/mcp";

const server = new Server({ name: "my-mcp-server", version: "1.0.0" });

track(server, {
  apiKey: process.env.POSTHOG_API_KEY,
  context: true,
  enableAITracing: true,
  host: "https://us.i.posthog.com",
});

With context: true, the SDK adds a required context argument to every tool call, strips it before invoking your handler, and captures it as $mcp_intent on PostHog events. Captured tool parameters omit the duplicated context value and MCP transport internals.

With enableAITracing: true, tool calls also emit $ai_span events with $ai_trace_id and $ai_span_id. The regular mcp_tool_call event includes the same trace/span IDs so it can be joined back to the LLM analytics span.

The SDK sends events through posthog-node, so it uses the same PostHog ingestion client, batching, retry, flush, and shutdown behavior as the existing Node SDK.

If your application already owns a PostHog client, pass it in instead:

import { PostHog } from "posthog-node";
import { track } from "@posthog/mcp";

const posthog = new PostHog(process.env.POSTHOG_API_KEY ?? "");

track(server, {
  posthogClient: posthog,
});

Development

pnpm install
pnpm verify

Useful commands:

pnpm build
pnpm test
pnpm typecheck
pnpm typecheck:tsc6
pnpm fix

pnpm typecheck uses the TypeScript 7 native preview via tsgo.

Releases

Releases are semi-automatic through Changesets and GitHub Actions. See RELEASE.md for the release process.

Release approval requests are posted in Slack to #approvals-client-libraries.

Attribution

This SDK started from a duplicated copy of the MIT-licensed MCPcat TypeScript SDK. We are grateful for their work on MCP server instrumentation patterns, especially tool-call tracing, context capture, and MCP SDK compatibility handling.

@posthog/mcp

Quick Install