4q-tokenz

MCP Proxy Gateway

A context-aware MCP proxy that reduces token usage by exposing only 3 tools (mcp_search, mcp_call, mcp_schema) to LLMs instead of the full catalog.

Why This Exists

When you connect multiple MCP servers to an LLM, every tool from every server is listed in the LLM's context window. For a typical workspace with 50-100 tools across multiple MCP servers, that's thousands of tokens of schema documentation on every request.

MCP Proxy Gateway sits between your LLM and your MCP servers, offering:

• JIT tool loading — tools from upstream servers are discovered once at startup, then tools are called on-demand. Clients never see the full catalog.
• Intelligent search — fast lexical (BM25) search to find the right tool for a query. Tool tokens are pre-computed at startup for zero-overhead per-query scoring.
• Token savings — LLMs only see 3 tool schemas (search, call, schema) instead of 50+. Typical savings: 20-40% per turn for tool-heavy workflows.
• Zero native dependencies — pure JavaScript, no native modules, no model downloads, no supply chain risk from ML packages.

┌─────────────────────────────────────────────────────────────────┐
│                         Your LLM                                │
│   (sees only: mcp_search, mcp_call, mcp_schema)                │
└────────────────────┬────────────────────────────────────────────┘
                     │
         ┌───────────▼──────────────┐
         │   MCP Proxy Gateway      │
         │ ┌──────────────────────┐ │
         │ │ Tool Registry        │ │
         │ │ (BM25 lexical)       │ │
         │ └──────────────────────┘ │
         │ ┌──────────────────────┐ │
         │ │ Connector Manager    │ │
         │ │ (Idle timeout reap)  │ │
         │ └──────────────────────┘ │
         └────────────┬─────────────┘
                      │
        ┌─────────────┼─────────────┐
        │             │             │
        ▼             ▼             ▼
   ┌─────────┐  ┌─────────┐  ┌─────────┐
   │Google   │  │MailerLite│ │Your Svc │
   │Gmail    │  │ Campaigns│ │ Custom  │
   │Calendar │  │          │ │ Tools   │
   │Drive    │  │          │ │         │
   └─────────┘  └─────────┘  └─────────┘

Prerequisites

• Node.js 18+ with npm or pnpm
• One or more MCP servers to proxy (stdio or HTTP)

Installation

From Source

git clone https://github.com/steveweltman/4q-tokenz.git
cd 4q-tokenz

pnpm install
pnpm build

# Install to ~/.local/bin and configure
./install.sh

As a Dependency

npm install -g 4q-tokenz

Getting Started: Google Workspace Example

Here's a concrete walkthrough to connect Google Workspace (Gmail, Calendar, Drive) to your LLM through the proxy:

Step 1: Choose or Build an MCP Server for Google

You need an MCP server that wraps Google APIs. Options:

• @antidrift/mcp-google (recommended) — A collection of MCP server implementations for Google Workspace (Gmail, Calendar, Drive, Docs, Sheets). Works out of the box with this proxy.

  npm install @antidrift/mcp-google
  # or
  npx @antidrift/mcp-google --help
  

• @modelcontextprotocol/server-gmail — Gmail-only, official MCP server

• Build your own — See the MCP spec to wrap your own APIs

Step 2: Set Up Google OAuth

1. Go to Google Cloud Console
2. Create a new project or select an existing one
3. Enable these APIs:
   • Gmail API
   • Google Calendar API
   • Google Drive API
4. Create an OAuth 2.0 credential (type: Desktop application)
5. Download the credential JSON
6. Run the Google MCP server once to generate token.json:

   GOOGLE_CREDENTIAL_FILE=~/Downloads/credentials.json \
   npx @antidrift/mcp-google
   

   This opens a browser for you to authorize. Once done, it saves token.json locally.

Step 3: Configure the Proxy

Create ~/.config/4q-tokens/config.json:

{
  "upstreams": [
    {
      "name": "google-workspace",
      "transport": "stdio",
      "command": "npx",
      "args": ["@antidrift/mcp-google"],
      "env": {
        "GOOGLE_TOKEN_FILE": "~/.local/share/google-mcp/token.json",
        "GOOGLE_CONNECTORS": "gmail,calendar,drive"
      }
    }
  ],
  "searchLimit": 5,
  "callItemLimit": 30,
  "maxTextLength": 800,
  "maxOutputTokens": 10000,
  "idleTimeoutMs": 600000
}

Step 4: Start the Proxy

mcp-proxy
# Or via systemd if installed:
systemctl --user start mcp-proxy

Step 5: Connect Your LLM

Configure your LLM to use http://127.0.0.1:9200/mcp as its MCP server. It will see:

• mcp_search — find tools by natural language
• mcp_call — invoke a tool
• mcp_schema — see tool details

Example query:

mcp_search("send an email")
# Returns: google_send_email (Gmail)

mcp_call(ref="google_send_email", args={"to": "[email protected]", "subject": "Hello", "body": "Test"})

Configuration

Quick Start with Environment Variables

export MCP_PROXY_UPSTREAMS='[
  {
    "name": "google",
    "transport": "stdio",
    "command": "node",
    "args": ["/path/to/google/server.mjs"],
    "env": {
      "GOOGLE_TOKEN_FILE": "token.json"
    }
  }
]'

export MCP_PROXY_SINGLETON_PORT=9200
export MCP_PROXY_DASHBOARD_PORT=9100

node dist/index.js

Config File (Recommended)

Create ~/.config/4q-tokens/config.json:

{
  "upstreams": [
    {
      "name": "google-workspace",
      "transport": "stdio",
      "command": "npx",
      "args": ["@antidrift/mcp-google"],
      "env": {
        "GOOGLE_TOKEN_FILE": "token.json",
        "GOOGLE_CONNECTORS": "gmail,calendar,drive"
      }
    },
    {
      "name": "external-api",
      "transport": "http",
      "url": "https://mcp.example.com/",
      "auth": {
        "apiKey": "MY_API_KEY_ENV_VAR"
      }
    }
  ],
  "searchLimit": 3,
  "callItemLimit": 20,
  "maxTextLength": 500,
  "maxOutputTokens": 8000,
  "idleTimeoutMs": 300000
}

Then run:

node dist/index.js

The proxy will load the config from ~/.config/4q-tokens/config.json if it exists, otherwise fall back to the MCP_PROXY_UPSTREAMS environment variable.

Configuration Reference

Upstream Server Config

{
  "name": "unique-id",
  "transport": "stdio" | "http",
  
  // For stdio transport:
  "command": "node",
  "args": ["path/to/server.mjs"],
  "cwd": "/working/dir",  // optional
  "env": { "KEY": "value" },  // optional
  
  // For http transport:
  "url": "https://example.com/mcp",
  "auth": {
    "apiKey": "ENV_VAR_NAME"  // reads from process.env[ENV_VAR_NAME]
  }
}

Proxy Options

Option	Default	Description
searchLimit	3	Max tools returned by mcp_search
callItemLimit	20	Max items in mcp_call response
maxTextLength	500	Truncate text fields to N chars (detail=false: 500, detail=true: 1500)
maxOutputTokens	8000	Hard cap on response size
idleTimeoutMs	300000	Disconnect upstream servers after N ms of inactivity (0 = disabled)

Environment variable overrides:

export MCP_PROXY_SEARCH_LIMIT=5
export MCP_PROXY_CALL_ITEM_LIMIT=30
export MCP_PROXY_MAX_TEXT_LENGTH=800
export MCP_PROXY_MAX_OUTPUT_TOKENS=10000
export MCP_PROXY_IDLE_TIMEOUT_MS=600000

Multi-Agent Lanes (Per-Agent Isolation)

When several agents share one proxy, each agent should only be able to see and call its own tools. 4Q-Tokenz does this with lanes. A lane is a named view of the tool registry that is served at its own URL, /mcp/<agentId>. An agent connected to its lane cannot discover or call tools from any other lane, even if it knows the ref.

agent hope    -> entry "tokens-hope"   -> /mcp/hope    -> google-hope, hope-memory
agent clark   -> entry "tokens-clark"  -> /mcp/clark   -> google-clark, clark-memory
(no lane)     -> /mcp                  -> refused (HTTP 403)

Defining lanes

Add an agents block next to upstreams in ~/.config/4q-tokens/config.json (or set MCP_PROXY_AGENTS as JSON). Each lane lists the upstream providers it may use and, optionally, individual tools to deny:

{
  "upstreams": [ ... ],
  "agents": {
    "hope": {
      "allow": ["google-hope", "hope-memory"],
      "deny": ["google-hope.drive_share", "google-hope.share_doc"]
    },
    "clark": { "allow": ["google-clark", "clark-memory"] }
  }
}

Field	Description
allow	Upstream provider names this lane may use (required, at least one)
deny	Optional. provider.tool or *.tool entries removed from the lane after allow is applied. Deny always wins. A deny entry that matches no tool logs a warning at startup, so typos do not fail open silently

Agent ids must match ^[a-z0-9_][a-z0-9_-]{0,63}$. The plain array form ("hope": ["google-hope"]) is still accepted and means allow-only.

Fail-closed behavior

• The unscoped route /mcp is refused with 403. A client that is not bound to a lane never sees the whole tool pool. For local development only, set MCP_PROXY_ALLOW_UNSCOPED=1 to re-enable it.
• An unknown lane (/mcp/nobody) returns 404.
• A stdio instance that would become the primary (and so serve the whole pool to one client) refuses to start unless MCP_PROXY_ALLOW_UNSCOPED=1. Run the proxy as a service instead (see Singleton and Bridge Mode).
• A bridge refuses to start without a valid MCP_PROXY_AGENT.

Singleton and Bridge Mode

One primary instance owns the upstream connections and listens on MCP_PROXY_SINGLETON_PORT (default 9200). Run it as a service with MCP_PROXY_SERVICE_MODE=1 (HTTP only, no stdio). Any additional instance launched as a stdio MCP server detects the live primary through the lock file and becomes a bridge. A bridge forwards the client's stdio traffic to the primary on its own lane:

MCP_PROXY_AGENT=hope node dist/index.js    # bridge: forwards to http://127.0.0.1:9200/mcp/hope

The lock file lives in MCP_PROXY_LOCK_DIR, else $XDG_RUNTIME_DIR, else /run/user/<uid>, else the temp dir. Hosts that launch the proxy with a minimal environment (for example the OpenClaw gateway) do not set XDG_RUNTIME_DIR, which is why the /run/user/<uid> fallback exists. If an instance wins a lock but finds the port already served, it releases the lock and bridges instead of crashing.

Wiring agents in OpenClaw

OpenClaw has no per-agent MCP setting and does not tell a stdio server which agent launched it. Isolation therefore needs two layers:

1. One MCP server entry per agent, each passing its own lane through the environment. Use names that start with a letter, because OpenClaw exposes MCP tools as <serverName>__<tool>:

"mcp": {
  "servers": {
    "tokens-hope":  { "command": "/path/to/start-4q-tokens.sh", "env": { "MCP_PROXY_AGENT": "hope" } },
    "tokens-clark": { "command": "/path/to/start-4q-tokens.sh", "env": { "MCP_PROXY_AGENT": "clark" } }
  }
}

2. Each agent denies the other agents' entries using glob patterns in its tool policy, so it does not see them at all (deny always wins in OpenClaw's tool policy):

"agents": { "entries": { "hope": { "tools": { "deny": ["tokens-clark__*"] } } } }

The proxy lane is the enforcing boundary: whatever an agent does, a bridge bound to hope can only reach /mcp/hope. The OpenClaw deny list is defense in depth that keeps one agent from being handed another agent's entry.

Verifying isolation

• Proxy log: every session is logged with its lane, for example HTTP session created: ... [hope]. There should be no [open] sessions and no Refused unscoped lines in normal operation.
• From each agent, run mcp_search and confirm only that lane's providers appear.
• From an agent, call a ref from another lane. It must return Tool not found.

Running

Standalone (Stdio Transport)

node dist/index.js

The proxy connects via stdio to your LLM. Use it with Claude or other MCP clients.

As a Systemd User Service

The install script can set this up for you (see below), or manually:

1. Create ~/.config/systemd/user/mcp-proxy.service:

[Unit]
Description=MCP Proxy Gateway
After=network.target

[Service]
Type=simple
ExecStart=%h/.local/bin/mcp-proxy
Restart=on-failure
RestartSec=5s
Environment="PATH=%h/.local/bin:/usr/local/bin:/usr/bin"

[Install]
WantedBy=default.target

2. Enable and start:

systemctl --user daemon-reload
systemctl --user enable mcp-proxy
systemctl --user start mcp-proxy

3. View logs:

journalctl --user -u mcp-proxy -f

Prometheus Metrics (Port 9100)

The dashboard exposes a Prometheus-compatible /metrics endpoint:

curl http://localhost:9100/metrics

Metrics exposed:

Metric	Type	Description
mcp_proxy_uptime_seconds	gauge	Seconds since process started
mcp_proxy_registered_tools	gauge	Tools in the registry
mcp_proxy_upstream_up	gauge	1 if upstream is connected/idle, 0 if error
mcp_proxy_upstream_tools	gauge	Tools discovered per upstream
mcp_proxy_calls_total	counter	Calls by tool, provider, status
mcp_proxy_call_duration_ms_total	counter	Cumulative call duration (ms)
mcp_proxy_output_bytes_total	counter	Cumulative output bytes

Add a scrape job in your Prometheus/Alloy config:

scrape_configs:
  - job_name: mcp-proxy
    static_configs:
      - targets: ['localhost:9100']
    metrics_path: /metrics

HTTP Server (Port 9200)

The proxy always starts an HTTP transport on port 9200 by default. Set MCP_PROXY_SINGLETON_PORT to use a different port. This allows multiple clients to connect to a single proxy instance. Clients connect to a lane at /mcp/<agentId> (see Multi-Agent Lanes). The unscoped /mcp route is refused unless MCP_PROXY_ALLOW_UNSCOPED=1 is set.

export MCP_PROXY_SINGLETON_PORT=9200
export MCP_PROXY_SERVICE_MODE=1
node dist/index.js &

# From another process, on a lane:
curl -X POST http://127.0.0.1:9200/mcp/hope -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc": "2.0", "id": 1, "method": "initialize", "params": {"protocolVersion": "2025-06-18", "capabilities": {}, "clientInfo": {"name": "curl", "version": "1"}}}'

Troubleshooting

Upstream MCP Server Won't Connect

Check the server logs in the dashboard (port 9100 by default) or daemon logs:

journalctl --user -u mcp-proxy -e

The proxy logs:

• Tool discovery on startup
• Connection failures with error messages
• Upstream stderr (piped from stdio servers)

Proxy Crashes or Freezes

The proxy has comprehensive error handling to gracefully degrade on upstream failures:

• If an upstream tool call fails, the error is logged and returned to the client
• If all upstreams fail at discovery, startup fails with NO_UPSTREAMS

For unhandled errors, check:

journalctl --user -u mcp-proxy -n 50  # Last 50 lines

Tool Returns No Data

When a tool returns null or malformed data, the output shaper handles it gracefully:

• Null results return []
• Strings are wrapped as {value: string}
• CSV is auto-parsed if it looks like tabular data
• Raw binary content (images, files) is preserved via _rawContent

If a tool response looks truncated, retry with detail=true in mcp_call to disable output shaping:

mcp_call(ref="google_send_email", args={...}, detail=true)

Security & Networking

The proxy binds to 127.0.0.1 only for security — it's not accessible from the network by default. To access remotely:

• Same machine: Connect locally on 127.0.0.1:9200
• Remote access: Use Tailscale, SSH forwarding, or a VPN tunnel

  ssh -L 9200:127.0.0.1:9200 user@remote-host
  

• Systemd service: Access is local by default; no firewall rule needed
• Tenant isolation: see Multi-Agent Lanes. Lanes are enforced by the proxy, not by the agents, and the unscoped route fails closed

Known Limitations

• Tests are focused, not exhaustive: pnpm test runs regression tests for the singleton lock, bridge startup, lane isolation and deny lists (Node's built-in test runner, no extra dependencies). Upstream connector behavior is not covered
• Lane enforcement depends on how clients connect: a bridge or client is only isolated if it is bound to a lane. The proxy refuses unbound clients, but it cannot stop a client you deliberately point at another agent's lane

Changelog

Unreleased (next: v1.23.0)

Per-agent isolation is now enforced rather than optional:

• Breaking: the unscoped /mcp route is refused with 403 unless MCP_PROXY_ALLOW_UNSCOPED=1. Clients must use /mcp/<agentId>
• Breaking: a bridge reads MCP_PROXY_AGENT, connects to its lane, and refuses to start without a valid agent id. A non-service stdio primary refuses to start unless MCP_PROXY_ALLOW_UNSCOPED=1
• New per-lane deny list (provider.tool or *.tool) in the agents config, with a startup warning for entries that match no tool
• README: new Multi-Agent Lanes section covering lane config, fail-closed behavior, singleton and bridge mode, and OpenClaw wiring
• Tests added for lane isolation, fail-closed paths and deny semantics

v1.22.3

• @modelcontextprotocol/sdk 1.31.0 to 1.32.1, clearing all pnpm audit --prod findings (including proxy-addr via express)

v1.22.2

• Version bump so the build with the singleton lock fix is distinguishable

Singleton lock directory fix (between v1.22.1 and v1.22.2)

• Fixed: a proxy launched with a minimal environment (no XDG_RUNTIME_DIR, for example by the OpenClaw gateway) looked for its lock in the temp dir, did not find the running primary, tried to become a second primary and crashed with EADDRINUSE, which the client saw as MCP error -32000: Connection closed. The lock directory now falls back to /run/user/<uid>, and an instance that wins a lock but finds the port served bridges instead of crashing
• Added regression tests (pnpm test)

v1.22.1

Security hardening from the pre-release assessment (OWASP Top 10 2025, OSV.dev, GCVE):

• Dashboard: removed Access-Control-Allow-Origin: * from /api/status, and stopped returning tool-call args in the audit log data — previously any website could read recent call arguments from 127.0.0.1:9100
• New src/host-guard.ts: /mcp and the dashboard reject requests whose Host or Origin is not loopback (403), blocking DNS-rebinding and cross-site browser access
• Singleton lock file now lives in $XDG_RUNTIME_DIR when set (falls back to the temp dir) and is created with mode 0600
• OSV.dev: 0 advisories across all 93 installed packages; pnpm audit clean

v1.22.0

• Major dependency upgrades: zod 3.25 → 4.6, typescript 6.0 → 7.0, @types/node 25 → 26
• zod 4 migration: z.record calls now pass an explicit key schema (src/types.ts)
• Bump @modelcontextprotocol/sdk from ^1.30.0 to ^1.31.0
• Tighten pnpm overrides: hono >=4.13.5, fast-uri >=4.1.4, ip-address >=10.5.1; add qs >=6.16.0 — clears 2 high and 7 moderate advisories (all transitive via the MCP SDK)
• Verified clean against pnpm audit

v1.21.2

• Fix incomplete v1.21.1 patch: the hono pnpm override (>=4.12.25) still resolved to a vulnerable 4.12.x release; tightened to >=4.12.34
• Add pnpm overrides for @hono/node-server >=1.19.15, fast-uri >=3.1.5, ip-address >=10.3.1, body-parser >=2.3.0 — all transitive via @modelcontextprotocol/sdk, resolves 3 high and 6 medium/low CVEs (DoS, ReDoS, SSRF-adjacent parsing bugs)
• Bump @modelcontextprotocol/sdk from ^1.26.0 to ^1.30.0
• Verified clean against pnpm audit and OSV.dev for all resolved dependency versions

v1.21.1

• Attempted hono dependency patch (pnpm override: hono >=4.12.25) — override was too loose and did not actually clear the vulnerable range; fully resolved in v1.21.2 above

v1.21.0

• detail=true no longer truncates text fields in tool output

v1.20.0

• Per-agent lane isolation: URL routing at /mcp/{agentId}, filtered tool registry views, MCP_PROXY_AGENTS config

v1.19.0

• Add Prometheus /metrics endpoint on the dashboard port (9100 by default)
• Exposes: mcp_proxy_uptime_seconds, mcp_proxy_registered_tools, mcp_proxy_upstream_up, mcp_proxy_upstream_tools, mcp_proxy_calls_total, mcp_proxy_call_duration_ms_total, mcp_proxy_output_bytes_total
• Counters persist for the lifetime of the process; scrape with Prometheus/Alloy and visualize in Grafana

v1.18.0

• Drop @xenova/transformers entirely — eliminates the protobufjs/ONNX runtime supply chain
• Switch to pure lexical (BM25) search; tool tokens pre-computed at startup, zero per-query overhead
• No change to mcp_search quality for English-language tool catalogs
• Removes ~90MB model download on first run and all native module requirements

v1.17.1

• Pre-compute tool token sets at registry build time; lexical scoring now reads the cache instead of re-tokenizing on every query
• Add LRU cache for query embeddings (embeddings removed entirely in v1.18.0)

v1.17.0

• Switch to lighter English-optimized embedding model, reducing cold-start download by ~380MB (embeddings removed entirely in v1.18.0)

v1.16.0

• Update @modelcontextprotocol/sdk from ~1.22.0 to ^1.26.0 — resolves 3 high-severity CVEs: ReDoS, cross-client data leak, DNS rebinding
• Add pnpm override: protobufjs >=7.5.8 — resolves critical arbitrary code execution and multiple high CVEs in @xenova/transformers transitive dependency chain
• Add pnpm override: qs >=6.15.2 — resolves moderate DoS vulnerability in express transitive dependency

Attribution

MCP Proxy Gateway is a fork of @arvoretech/mcp-proxy, originally created by João Augusto and Árvore Educação.

Forked and extended with:

• Singleton mode for HTTP bridge
• Idle server reaping
• Comprehensive error handling
• Config file support
• Systemd integration

License

MIT. See LICENSE.