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Token Context MCP Server

On-demand, local code-context MCP server for AI coding agents with Tree-sitter AST.

Token Context MCP scores 29 (Limited), licensed MIT. It installs as a local process. It does not declare tools yet. Filed under Knowledge. Install configs are generated for 10 clients. Being listed in the registry is not the same as being vendor-official.

by mck564MIT
Trust score
29Limited
Trust score 29 of 100, Limited

Limited trust

29 of 100 from six public signals. Nobody can buy a point.

  • OSI-style license: mit.
How we score trust
Scorecard

License, quality and maintenance

How grades work
Trust breakdown

Where the 29 comes from

0 + 6 + 0 + 10 + 10 + 3 = 29. Each factor is capped, so no single signal can carry a listing.

Registry0 / 30

Active in the official MCP registry, plus a known vendor namespace.

Registry: 0 of 30 points.
Maintenance6 / 20

How recently the repository saw a commit or release.

Maintenance: 6 of 20 points.
Popularity0 / 20

GitHub stars and weekly downloads, on a log scale.

Popularity: 0 of 20 points.
License10 / 10

A clear, OSI-style open-source license.

License: 10 of 10 points.
Security10 / 10

Not archived, a secure install path, a pinned version.

Security: 10 of 10 points.
Docs3 / 10

A real summary, a README with depth, listed tools.

Docs: 3 of 10 points.

Install

Pick your client, copy the config, paste it in.

Needs Cursor or VS Code installed on this device. The button opens the app and asks you to confirm before it adds the server.

~/Library/Application Support/Claude/claude_desktop_config.json
{  "mcpServers": {    "mck564-token-context-mcp": {      "command": "uvx",      "args": [        "token-context-mcp"      ]    }  }}

Environment variables

This server does not declare environment variables.

Tools show up when the registry metadata or the repository README lists them. Public READMEs are read directly. A GitHub token is used only when one is already configured.

About

MCP Registry

The MCP registry provides MCP clients with a list of MCP servers, like an app store for MCP servers.

πŸ“€ Publish my MCP server | ⚑️ Live API docs | πŸ‘€ Ecosystem vision | πŸ“– Full documentation

Development Status

2025-10-24 update: The Registry API has entered an API freeze (v0.1) πŸŽ‰. For the next month or more, the API will remain stable with no breaking changes, allowing integrators to confidently implement support. This freeze applies to v0.1 while development continues on v0. We'll use this period to validate the API in real-world integrations and gather feedback to shape v1 for general availability. Thank you to everyone for your contributions and patienceβ€”your involvement has been key to getting us here!

2025-09-08 update: The registry has launched in preview πŸŽ‰ (announcement blog post). While the system is now more stable, this is still a preview release and breaking changes or data resets may occur. A general availability (GA) release will follow later. We'd love your feedback in GitHub discussions or in the #registry-dev Discord (joining details here).

Registry Working Group:

Contributing

We use multiple channels for collaboration - see modelcontextprotocol.io/community/communication.

Often (but not always) ideas flow through this pipeline:

  • Discord - Real-time community discussions
  • Discussions - Propose and discuss product/technical requirements
  • Issues - Track well-scoped technical work
  • Pull Requests - Contribute work towards issues

Quick start:

Pre-requisites

  • Docker
  • Go - version per the go directive in go.mod; the Go toolchain fetches it for you
  • ko - Container image builder for Go (installation instructions)
  • golangci-lint - version per the golangci-lint-action pin in ci.yml, so local lint matches CI

Running the server

# Start full development environment
make dev-compose

This starts the registry at localhost:8080 with PostgreSQL. The database uses ephemeral storage and is reset each time you restart the containers, ensuring a clean state for development and testing.

Note: The registry uses ko to build container images. The make dev-compose command automatically builds the registry image with ko and loads it into your local Docker daemon before starting the services.

By default, the registry seeds from the production API with a filtered subset of servers (to keep startup fast). This ensures your local environment mirrors production behavior and all seed data passes validation. For offline development you can seed from a file without validation with MCP_REGISTRY_SEED_FROM=data/seed.json MCP_REGISTRY_ENABLE_REGISTRY_VALIDATION=false make dev-compose.

The setup can be configured with environment variables in docker-compose.yml - see .env.example for a reference.

Pre-built Docker images are automatically published to GitHub Container Registry. Note that the image does not bundle PostgreSQL, so you need to run your own and point the registry at it via MCP_REGISTRY_DATABASE_URL (see docker-compose.yml for a working example):

# Run latest stable release
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:latest

# Run latest from main branch (continuous deployment)
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:main

# Run specific release version
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:v1.0.0

# Run development build from main branch
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:main-20250906-abc123d

Available tags:

  • Releases: latest, v1.0.0, v1.1.0, etc.
  • Continuous: main (latest main branch build)
  • Development: main-<date>-<sha> (specific commit builds)

Publishing a server

Publishing an MCP server does not happen through a pull request to this repository. Adding a server.json, a server directory, or an entry in data/seed.json will not publish or list your server, even if the PR is merged. Use the mcp-publisher CLI from your server's own project instead.

To publish a server, we've built a simple CLI. You can use it with:

# Build the latest CLI
make publisher

# Use it!
./bin/mcp-publisher --help

See the publisher guide for more details.

Other commands

# Run lint, schema validation, and all tests
# Note: this also runs `make dev-down`, stopping any running dev-compose environment
make check

There are also a few more helpful commands for development. Run make help to learn more, or look in Makefile.

Architecture

Project Structure

β”œβ”€β”€ cmd/                     # Application entry points
β”‚   β”œβ”€β”€ publisher/           # Server publishing tool
β”‚   └── registry/            # Registry API server
β”œβ”€β”€ data/                    # Seed data
β”œβ”€β”€ deploy/                  # Deployment configuration (Pulumi)
β”œβ”€β”€ docs/                    # Documentation
β”œβ”€β”€ internal/                # Private application code
β”‚   β”œβ”€β”€ api/                 # HTTP handlers and routing
β”‚   β”œβ”€β”€ auth/                # Authentication (GitHub OAuth, JWT, namespace blocking)
β”‚   β”œβ”€β”€ config/              # Configuration management
β”‚   β”œβ”€β”€ database/            # Data persistence (PostgreSQL)
β”‚   β”œβ”€β”€ importer/            # Seed data import
β”‚   β”œβ”€β”€ service/             # Business logic
β”‚   β”œβ”€β”€ telemetry/           # Metrics and monitoring
β”‚   └── validators/          # Input validation
β”œβ”€β”€ pkg/                     # Public packages
β”‚   β”œβ”€β”€ api/                 # API types and structures
β”‚   β”‚   └── v0/              # Version 0 API types
β”‚   └── model/               # Data models for server.json
β”œβ”€β”€ scripts/                 # Development and testing scripts
β”œβ”€β”€ tests/                   # Integration tests
└── tools/                   # CLI tools and utilities
    └── validate-*.sh        # Schema validation tools

Authentication

Publishing supports multiple authentication methods:

  • GitHub OAuth - For publishing by logging into GitHub
  • GitHub OIDC - For publishing from GitHub Actions
  • DNS verification - For proving ownership of a domain and its subdomains
  • HTTP verification - For proving ownership of a domain

The registry validates namespace ownership when publishing. E.g. to publish...:

  • io.github.domdomegg/my-cool-mcp you must login to GitHub as domdomegg, or be in a GitHub Action on domdomegg's repos
  • me.adamjones/my-cool-mcp you must prove ownership of adamjones.me via DNS or HTTP challenge

Community Projects

Check out community projects to explore notable registry-related work created by the community.

More documentation

See the documentation for more details if your question has not been answered here!

Frequently asked questions

What is Token Context MCP Server?

On-demand, local code-context MCP server for AI coding agents with Tree-sitter AST.

How do I install Token Context MCP Server in Claude Desktop, Cursor, or VS Code?

Pick your client in the Install section on this page and copy the generated config into the client's config file. Step-by-step guides: Claude Desktop, Cursor, and VS Code. Token Context MCP Server runs locally from the PyPI package token-context-mcp with the command uvx token-context-mcp.

Is Token Context MCP Server free and open source?

Yes. Token Context MCP Server is released under the MIT license, an OSI-approved open-source license, so you can use, modify, and self-host it under those terms.

Does Token Context MCP Server support remote (HTTP) connections?

No remote endpoint is listed for Token Context MCP Server. It runs locally on your machine over stdio, started by your MCP client.

How is Token Context MCP Server's trust score calculated?

Token Context MCP Server scores 29 out of 100 (Limited). The score adds six capped public signals: registry status, maintenance, popularity, license, documentation, and security. Nobody can pay for points. Read the methodology for the full formula.

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