beacon-mcp
MCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse AI-assistant usage data.
README
beacon-mcp
MCP server for the beacon log analytics platform.
Exposes beacon's REST API as Model Context Protocol tools and resources, so any MCP-compatible AI agent (Claude Desktop, Cursor, Cline, Continue, VS Code) can query and analyse AI-assistant usage data through a typed, validated interface.
The MCP server is a thin client over beacon's existing /api/v1 endpoints — it does not duplicate SQL, Parquet, or storage logic. The beacon Go backend is not modified.
Features
- 11 tools covering organisation discovery, health checks, configuration, full dashboard, dashboard sub-sections, 5 summary dimensions, raw event query, and per-session event chain.
- 3 resources (
beacon://orgs,beacon://config,beacon://dashboard) for context that should be cached client-side. - Two transports: stdio (default) for Claude Desktop / Cursor / Cline, HTTP+SSE (
--http) for remote agents. - Strict types & validation via Zod — every argument is checked at the protocol boundary.
- Unified filter arguments:
org,from,to,project,model,user,status. - Smart summaries: each tool returns a Markdown summary plus the raw JSON payload, so LLMs can both skim and re-parse.
- Zero beacon changes: works against the public
/api/v1API; auth viaBEACON_API_KEYif you front beacon with a reverse proxy.
Quick start
Option A — npx (recommended, no install)
Run directly with npx from a beacon checkout or any directory:
BEACON_BASE_URL=http://127.0.0.1:8080 \
BEACON_ORG=default \
npx -y @beacon/mcp-server
The -y flag auto-confirms the install prompt. The first invocation downloads the package (~22 kB) and starts the stdio transport immediately. Subsequent invocations are instant.
Option B — npm install (long-lived install)
npm install -g @beacon/mcp-server
# or, locally inside a project:
npm install @beacon/mcp-server
Then run with the beacon-mcp binary:
BEACON_BASE_URL=http://127.0.0.1:8080 \
BEACON_ORG=default \
beacon-mcp
Option C — from source (for development)
git clone https://github.com/HyperBDR/beacon-mcp.git
cd beacon-mcp
npm install
npm run dev # stdio, with tsx — no build step
npm run dev:http # HTTP+SSE on $MCP_HTTP_PORT (default 8765)
npm install is only required for development. End users never compile anything — the published package ships pre-built dist/.
Running modes
| Command | What it does | When to use |
|---|---|---|
npx -y @beacon/mcp-server |
stdio transport (JSON-RPC over stdin/stdout) | Claude Desktop / Cursor / Cline / VS Code / Continue |
npx -y @beacon/mcp-server --http |
HTTP+SSE transport | Remote agents or browser-based MCP clients |
beacon-mcp --help |
Print CLI usage and exit | Sanity check |
npm run dev (from source) |
stdio via tsx (no build) |
Developing the server itself |
npm run dev:http (from source) |
HTTP+SSE via tsx |
Developing the server itself |
npm start (from source, after npm run build) |
Production stdio from compiled dist/ |
Verifying the published binary locally |
CLI flags:
--http Run HTTP+SSE transport (default: stdio)
--host <addr> HTTP host (default: 127.0.0.1 or $MCP_HTTP_HOST)
--port <number> HTTP port (default: 8765 or $MCP_HTTP_PORT)
--help, -h Show this help
Configuration
All settings come from environment variables. See .env.example for the full list.
| Variable | Default | Description |
|---|---|---|
BEACON_BASE_URL |
http://127.0.0.1:8080 |
Beacon REST API base URL |
BEACON_ORG |
default |
Default organisation ID; tools can override per-call via the org argument |
BEACON_TIMEOUT_MS |
30000 |
Per-request timeout in milliseconds |
BEACON_API_KEY |
(unset) | Optional bearer token (sent as Authorization: Bearer …) |
BEACON_PROXY |
(unset) | Optional HTTP proxy for requests to BEACON_BASE_URL. Accepts http://, https://, socks5://. Useful for corporate egress proxies. Example: http://proxy.corp.local:8080. |
MCP_HTTP_HOST |
127.0.0.1 |
HTTP transport host (only with --http) |
MCP_HTTP_PORT |
8765 |
HTTP transport port (only with --http) |
Client configuration
Below are the most common client integrations. After editing the config, fully restart the client (Claude Desktop, Cursor) so it picks up the new MCP server.
Claude Desktop
Config file:
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Linux:
~/.config/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
npx version (recommended, no global install):
{
"mcpServers": {
"beacon": {
"command": "npx",
"args": ["-y", "@beacon/mcp-server"],
"env": {
"BEACON_BASE_URL": "http://127.0.0.1:8080",
"BEACON_ORG": "default"
}
}
}
}
Globally installed version:
{
"mcpServers": {
"beacon": {
"command": "beacon-mcp",
"args": [],
"env": {
"BEACON_BASE_URL": "http://127.0.0.1:8080",
"BEACON_ORG": "default"
}
}
}
}
Development version (from a beacon-mcp source checkout, with npm install already run):
{
"mcpServers": {
"beacon-dev": {
"command": "npx",
"args": ["tsx", "/absolute/path/to/beacon-mcp/src/index.ts"],
"env": {
"BEACON_BASE_URL": "http://127.0.0.1:8080",
"BEACON_ORG": "default"
}
}
}
}
Cursor
Settings → MCP → Add new global MCP server. Same JSON shape as Claude Desktop (the mcpServers map is the standard).
A typical ~/.cursor/mcp.json:
{
"mcpServers": {
"beacon": {
"command": "npx",
"args": ["-y", "@beacon/mcp-server"],
"env": {
"BEACON_BASE_URL": "http://127.0.0.1:8080",
"BEACON_ORG": "default"
}
}
}
}
Cline (VS Code)
Open the Cline panel → MCP Servers → "Configure MCP Servers". Same JSON shape.
Continue (VS Code JetBrains)
Add to ~/.continue/config.json under experimental.modelContextProtocolServers:
[
{
"name": "beacon",
"command": "npx",
"args": ["-y", "@beacon/mcp-server"],
"env": {
"BEACON_BASE_URL": "http://127.0.0.1:8080",
"BEACON_ORG": "default"
}
}
]
Remote agents (HTTP+SSE)
After npx -y @beacon/mcp-server --http --host 0.0.0.0 --port 8765, the endpoint is:
http://<host>:8765/mcp
Use any MCP HTTP client (the SDK ships Python/TS/Go/Kotlin clients). CORS is open by default — set up a reverse proxy with auth in production.
The server is a long-running process. Common deployment patterns:
# systemd unit
[Service]
ExecStart=/usr/bin/env npx -y @beacon/mcp-server --http --host 0.0.0.0 --port 8765
Environment=BEACON_BASE_URL=http://beacon.internal:8080
Environment=BEACON_ORG=production
Restart=always
# docker-compose snippet
beacon-mcp:
image: node:22-alpine
command: ["npx", "-y", "@beacon/mcp-server", "--http", "--host", "0.0.0.0", "--port", "8765"]
environment:
BEACON_BASE_URL: http://beacon:8080
BEACON_ORG: production
ports:
- "8765:8765"
restart: unless-stopped
Tool reference
Org & config
| Tool | Description |
|---|---|
list_organizations |
List all beacon orgs available via the configured API. |
health_check |
Probe GET /health for an org. |
get_config |
Read public dashboard config (model pricing, min session event count). |
Dashboard
| Tool | Description |
|---|---|
get_dashboard |
Fetch the full dashboard payload, or a single sub-section (metrics, activity, traffic, distributions, sessions, projects). |
Summary (5 dimensions)
| Tool | Description |
|---|---|
query_project_summary |
Daily per-project token/event rollup. |
query_language_summary |
Daily per-language rollup (from session detection). |
query_prompt_style_summary |
Daily per-prompt-style rollup. |
query_employee_hourly_summary |
Per-user, per-hour breakdown by tool and model. |
query_session_summary |
Per-session rollup (heaviest sessions, models, timestamps). |
Events & sessions
| Tool | Description |
|---|---|
query_events |
Raw event query with from/to/project/model/user/status filters and pagination (limit, all). |
get_session_events |
Fetch the full event chain for a single session, given (user, session_id, project). |
Common arguments
Almost every tool accepts:
org— organisation ID; falls back to$BEACON_ORG.from/to—YYYY-MM-DD(inclusive).project— exact project name, or"all"to disable.model— substring match, or"all".user— substring match againstsource_user_nameorsource_user_id.status—"errors_only"or"success_only".
query_events additionally accepts limit (1-500, default 100) and all (boolean).
Resources
| URI | Description |
|---|---|
beacon://orgs |
List of organisations (cacheable). |
beacon://config |
Default org's dashboard config. |
beacon://dashboard |
Full default-org dashboard payload. |
For per-org resources, call the get_config / get_dashboard tools with the org argument.
Output format
Every tool returns a single MCP content block with a Markdown summary followed by a fenced JSON payload. Example:
## Summary
### Overview
- Events: **12,480** (requests: 9,201, sessions: 318)
- Tokens: **42.1M** (prompt 30.5M + completion 11.6M)
- ...
### Top projects
| Project | Tokens | Events | Requests | Share |
| --- | --- | --- | --- | --- |
| beacon | 18,205,440 | 4,820 | 3,612 | 43.2% |
| ... |
## Data (JSON)
```json
{ "code": 0, "message": "success", "data": [...], "meta": {...} }
This dual format lets the model either skim the Markdown (low token cost) or re-parse the JSON (precise). Errors are returned as `isError: true` with a plain-text message.
---
## Troubleshooting
### "Failed to connect to 127.0.0.1 port 8080"
The beacon API isn't running, or `BEACON_BASE_URL` is wrong.
```bash
curl $BEACON_BASE_URL/api/v1/health
# expected: {"code":0,"message":"success","data":{"status":"ok","time":"..."}}
"organization "X" not found"
$BEACON_ORG (or the org argument) is not registered in the beacon API. Run list_organizations first to see what's available.
"context deadline exceeded"
BEACON_TIMEOUT_MS is too low for the query. Try increasing it (default 30s) or narrowing the date range / using section on get_dashboard.
Claude Desktop: "MCP server disconnected"
- Check the config file path is correct.
- Run the command from a terminal first to surface any error output:
npx -y @beacon/mcp-server - Fully quit and re-open Claude Desktop (config changes do not hot-reload).
- On macOS, look at the Claude Desktop log:
~/Library/Logs/Claude/mcp*.log.
HTTP+SSE: CORS or 401 errors
The server ships with CORS wide open for browser clients. If you front it with nginx/traefik, configure Authorization: Bearer $BEACON_API_KEY forwarding at the proxy. The MCP SDK does not enforce auth itself — protect the endpoint with a reverse-proxy in production.
Behind a corporate proxy
Set BEACON_PROXY to route beacon traffic through the proxy. This affects
only the MCP server → beacon direction (not the MCP client ↔ MCP server
transport). The agent that runs the MCP client (Claude Desktop, Cursor,
etc.) is unaffected.
{
"mcpServers": {
"beacon": {
"command": "npx",
"args": ["-y", "@beacon/mcp-server"],
"env": {
"BEACON_BASE_URL": "http://beacon.internal:8080",
"BEACON_ORG": "default",
"BEACON_PROXY": "http://proxy.corp.local:8080"
}
}
}
}
Supported schemes: http://, https://, socks5://. The socks5:// form
requires Node 18+ which uses undici 5+ under the hood. If the proxy
requires authentication, embed it in the URL: http://user:pass@host:port.
To verify the proxy is being used, tail the beacon server's access log while invoking any tool — requests will arrive from the proxy's IP, not the agent host.
Beacon is reachable but everything is empty
Check that the collector + analyzer pipelines have run. Raw events need to be aggregated by the analyzer before the summary endpoints return data. Run go run ./cmd/analyzer -config testdata/collector.yaml (in the beacon repo) periodically.
Development
npm install
npm run typecheck # tsc --noEmit
npm test # vitest run
npm run build # tsc → dist/ (mirrors what `npm publish` will do via the `prepare` script)
Watch mode for tests:
npm run test:watch
Layout
src/
index.ts # entry point, CLI parsing, transport selection
server.ts # McpServer construction; registers all tool modules
client.ts # BeaconClient — typed wrapper over beacon's REST API
config.ts # env + CLI arg parsing (zod-validated)
filters.ts # shared zod schemas (BaseFilter, EventFilter, SessionKey)
formatting.ts # JSON block + Markdown summary helpers
tools/
orgs.ts # list_organizations, health_check, get_config + resources
dashboard.ts # get_dashboard + beacon://dashboard
summary.ts # 5 query_*_summary tools
events.ts # query_events
session.ts # get_session_events
tests/
setup.ts # vitest setup
client.test.ts # BeaconClient unit tests
config.test.ts # config + CLI parsing tests
tools.test.ts # end-to-end tool tests over an in-memory MCP transport
Adding a new tool
- Pick or create a file under
src/tools/. - Write a
registerXxxTools(server: McpServer, client: BeaconClient): voidfunction. - Use the shared zod schemas in
filters.tsfor inputs. - Format output with
resultBlocks(summary, payload)fromformatting.ts. - Wire the registration into
server.ts. - Add a test in
tests/tools.test.tsthat mocks the beacon response withmsw.
Publish flow
# Bump version
npm version patch # or minor / major
# Publish (the `prepare` script auto-runs `tsc` before upload)
npm login
npm publish --access public
The published tarball contains only dist/, README.md, LICENSE, and package.json (controlled by package.json#files and .npmignore).
License
MIT — see LICENSE.
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