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.
Limited trust
29 of 100 from six public signals. Nobody can buy a point.
- OSI-style license: mit.
License, quality and maintenance
Quality: Grade C
65/100 for listing completeness. Lost points: no listed tools, short summary.
How quality is graded
Where the 29 comes from
0 + 6 + 0 + 10 + 10 + 3 = 29. Each factor is capped, so no single signal can carry a listing.
Active in the official MCP registry, plus a known vendor namespace.
Registry: 0 of 30 points.How recently the repository saw a commit or release.
Maintenance: 6 of 20 points.GitHub stars and weekly downloads, on a log scale.
Popularity: 0 of 20 points.A clear, OSI-style open-source license.
License: 10 of 10 points.Not archived, a secure install path, a pinned version.
Security: 10 of 10 points.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.
{ "mcpServers": { "mck564-token-context-mcp": { "command": "uvx", "args": [ "token-context-mcp" ] } }}
Environment variables
This server does not declare environment variables.
Tools
All capabilitiesTools 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.
π€ Publish my MCP server | β‘οΈ Live API docs | π Ecosystem vision | π Full documentation
Development Status
2025-10-24 update: The Registry API has entered an API freeze (v0.1) π. 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 patienceβyour involvement has been key to getting us here!
2025-09-08 update: The registry has launched in preview π (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:
- Radoslav (Rado) Dimitrov (Stacklok) @rdimitrov - WG Lead
- Tadas Antanavicius (PulseMCP) @tadasant
- Bob Dickinson (TeamSpark) @BobDickinson
- Preeti (Pree) Dewani (Ravenmail) @pree-dew
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
godirective 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-actionpin 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
βββ cmd/ # Application entry points
β βββ publisher/ # Server publishing tool
β βββ registry/ # Registry API server
βββ data/ # Seed data
βββ deploy/ # Deployment configuration (Pulumi)
βββ docs/ # Documentation
βββ internal/ # Private application code
β βββ api/ # HTTP handlers and routing
β βββ auth/ # Authentication (GitHub OAuth, JWT, namespace blocking)
β βββ config/ # Configuration management
β βββ database/ # Data persistence (PostgreSQL)
β βββ importer/ # Seed data import
β βββ service/ # Business logic
β βββ telemetry/ # Metrics and monitoring
β βββ validators/ # Input validation
βββ pkg/ # Public packages
β βββ api/ # API types and structures
β β βββ v0/ # Version 0 API types
β βββ model/ # Data models for server.json
βββ scripts/ # Development and testing scripts
βββ tests/ # Integration tests
βββ tools/ # CLI tools and utilities
βββ 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-mcpyou must login to GitHub asdomdomegg, or be in a GitHub Action on domdomegg's reposme.adamjones/my-cool-mcpyou must prove ownership ofadamjones.mevia 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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