Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://registry.run.mcp.com.ai/mcpRun this in your terminal
claude mcp add --transport http registry https://registry.run.mcp.com.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"registry": {
"url": "https://registry.run.mcp.com.ai/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"registry": {
"type": "http",
"url": "https://registry.run.mcp.com.ai/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://registry.run.mcp.com.ai/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The publisher (mcp.com.ai) is not the repo owner (modelcontextprotocol); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 0 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 10 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, AI Deprecations
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
AI model shutdown dates, replacements, change feed and webhook alerts for 8 providers.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
The MCP registry provides MCP clients with a list of MCP servers, like an app store for MCP servers.
📤 Publish my MCP server | ⚡️ Live API docs | 👀 Ecosystem vision | 📖 [Full documentation](./docs)
2025-10-24 update: The Registry API has entered an API freeze (v0.1) 🎉. 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 patience—your involvement has been key to getting us here!
2025-09-08 update: The registry has launched in preview 🎉 (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:
We use multiple channels for collaboration - see modelcontextprotocol.io/community/communication.
Often (but not always) ideas flow through this pipeline:
go directive in go.mod; the Go toolchain fetches it for yougolangci-lint-action pin in ci.yml, so local lint matches CI# 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.
Alternative: Running a pre-built Docker image
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
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:main
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:v1.0.0
docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:main-20250906-abc123d
Available tags:
latest, v1.0.0, v1.1.0, etc.main (latest main branch build)main- - (specific commit builds)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
./bin/mcp-publisher --help
See the publisher guide for more details.
# Run lint, schema validation, and all tests
make dev-down, stopping any running dev-compose environmentmake check
There are also a few more helpful commands for development. Run make help to learn more, or look in Makefile.
├── cmd/ # Application entry points
│ ├── publisher/ # Server publishing tool │ └── registry/ # Registry API server ├── data/ # Seed data ├── deploy/ # Deployment configuration (Pulumi) ├── docs/ # Documentation ├── internal/ # Private application code │ ├── api/ # HTTP handlers and routing │ ├── auth/ # Authentication (GitHub OAuth, JWT, namespace blocking) │ ├── config/ # Configuration management │ ├── database/ # Data persistence (PostgreSQL) │ ├── importer/ # Seed data import │ ├── service/ # Business logic │ ├── telemetry/ # Metrics and monitoring │ └── validators/ # Input validation ├── pkg/ # Public packages │ ├── api/ # API types and structures │ │ └── v0/ # Version 0 API types │ └── model/ # Data models for server.json ├── scripts/ # Development and testing scripts ├── tests/ # Integration tests └── tools/ # CLI tools and utilities └── validate-*.sh # Schema validation tools
Publishing supports multiple authentication methods:
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 reposme.adamjones/my-cool-mcp you must prove ownership of adamjones.me via DNS or HTTP challengeCheck out community projects to explore notable registry-related work created by the community.
See the documentation for more details if your question has not been answered here!