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Vetted Servers(9120)
dev-kit-gh-mcp-server
by DanielAvdar
A GitHub Model Context Protocol (MCP) server designed for automation, bots, and AI agents to perform focused repository operations.
A GitHub Model Context Protocol (MCP) server designed for automation, bots, and AI agents to perform focused repository operations.
Setup Requirements
- ⚠️Requires `GITHUB_TOKEN` environment variable for GitHub API authentication (GitHub account required).
- ⚠️Requires `uv` for development setup (`pipx install uv`).
- ⚠️Server requires a GitHub repository context, either as a URL or a local Git repository path.
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Rule-MCP-Server
by AkitoSakurabaCreator
A Model Context Protocol (MCP) server that enables AI agents (Cursor, Claude Code, Cline) to retrieve and apply common coding rules across projects.
A Model Context Protocol (MCP) server that enables AI agents (Cursor, Claude Code, Cline) to retrieve and apply common coding rules across projects.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for easy deployment and development environment setup.
- ⚠️Requires Go 1.21+ and Node.js 18+ (with pnpm) for local development without Docker.
- ⚠️Requires a PostgreSQL database for persistent storage.
- ⚠️Production setup requires careful configuration of environment variables such as a strong `JWT_SECRET` and `ALLOWED_ORIGINS`.
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ATP-Rankings-API
by Jupiterian
Provides an MCP server to allow AI assistants to query historical ATP tennis rankings data.
Provides an MCP server to allow AI assistants to query historical ATP tennis rankings data.
Setup Requirements
- ⚠️Requires `rankings.db` to be present; if not, you must run `python scripts/generate.py` (takes ~1 hour to build the entire database) or `python scripts/filler.py` (updates to latest data, faster) before running the server.
- ⚠️Requires Python 3.12 or newer, as specified in `runtime.txt` and `Dockerfile`.
- ⚠️Initial database population (via `generate.py` or `filler.py`) requires active internet connection to scrape data from `atptour.com`.
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SCB-MCP
by isakskogstad
Provides LLMs and AI chatbots access to official statistical data from Statistics Sweden (SCB) via the Model Context Protocol (MCP).
Provides LLMs and AI chatbots access to official statistical data from Statistics Sweden (SCB) via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js 18+ to run locally.
- ⚠️Relies on the external Statistics Sweden (SCB) PxWebAPI 2.0.
- ⚠️Optimal search results for tables and variables are achieved by using Swedish search terms, which may require specific prompting or translation from the LLM.
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akshare_mcp
by wukan1986
Provides an MCP server exposing selected AKShare financial data interfaces for client applications like LLMs.
Provides an MCP server exposing selected AKShare financial data interfaces for client applications like LLMs.
Setup Requirements
- ⚠️Requires manual configuration (editing `config.py` or providing a custom one via `--config`) to whitelist/blacklist AKShare interfaces; otherwise, it exposes over 1000 functions which may overwhelm clients or consume too many LLM tokens.
- ⚠️Requires Python >=3.10.
- ⚠️Potential permission issues when attempting to modify the default `config.py` located in `site-packages`.
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nu-mcp
by ck3mp3r
Serves as a Model Context Protocol (MCP) server, exposing Nushell capabilities and custom CLI tools (e.g., Kubernetes, Git, Tmux) to AI agents with a focus on security and path validation.
Serves as a Model Context Protocol (MCP) server, exposing Nushell capabilities and custom CLI tools (e.g., Kubernetes, Git, Tmux) to AI agents with a focus on security and path validation.
Setup Requirements
- ⚠️Requires Nushell (nu) to be installed and available in PATH.
- ⚠️Many extension tools require specific CLI binaries (e.g., `argocd`, `kubectl`, `gh`, `tmux`) to be installed and configured in PATH for their functionality.
- ⚠️Kubernetes-related tools (k8s, argocd) necessitate access to a Kubernetes cluster with a valid `kubeconfig`.
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evergreen-mcp-server
by evergreen-ci
Enables AI assistants to interact with the Evergreen CI/CD platform for build analysis, project management, and debugging.
Enables AI assistants to interact with the Evergreen CI/CD platform for build analysis, project management, and debugging.
Setup Requirements
- ⚠️Requires authentication with Evergreen via `evergreen login` CLI tool to set up OIDC credentials.
- ⚠️Docker is the recommended and most straightforward deployment method, requiring Docker to be installed and running.
- ⚠️Evergreen CLI must be installed locally to perform the initial authentication.
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claude-team-mcp
by guru111244
A multi-agent MCP server designed for AI development teams to facilitate collaboration between various AI models (like GPT, Claude, Gemini) on complex coding and development tasks.
A multi-agent MCP server designed for AI development teams to facilitate collaboration between various AI models (like GPT, Claude, Gemini) on complex coding and development tasks.
Setup Requirements
- ⚠️Requires API keys for at least one large language model provider (e.g., OpenAI, Anthropic, Gemini, or a custom proxy service), which typically involve usage costs.
- ⚠️Requires Node.js version 18 or higher to run the server.
- ⚠️Designed for integration with specific IDEs (Claude Code, Windsurf, Cursor) via Model Context Protocol (MCP) configuration, necessitating initial setup in the IDE's configuration file.
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thebrain-mcp-server
by jqlts1
Integrates TheBrain knowledge graph with AI assistants by providing a Model Context Protocol (MCP) server, a RESTful API, and a Spaced Repetition System (SRS) for efficient knowledge recall.
Integrates TheBrain knowledge graph with AI assistants by providing a Model Context Protocol (MCP) server, a RESTful API, and a Spaced Repetition System (SRS) for efficient knowledge recall.
Setup Requirements
- ⚠️Requires 'THEBRAIN_API_KEY' and 'THEBRAIN_BRAIN_ID' from a paid TheBrain account.
- ⚠️Python 3.10 is specified for local development setup (via Conda).
- ⚠️Default weak password '123456' is active for API access if 'WEB_PASSWORD' environment variable is not explicitly configured, making it unsafe by default.
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vite-mcp
by broisnischal
Provides a Model Context Protocol (MCP) server within a Vite development environment, enabling AI agents and other MCP clients to interact with and observe the browser's state and APIs in real-time.
Provides a Model Context Protocol (MCP) server within a Vite development environment, enabling AI agents and other MCP clients to interact with and observe the browser's state and APIs in real-time.
Setup Requirements
- ⚠️Requires Vite dev server to be running (operates only in 'development' mode).
- ⚠️Requires a browser page to be open at the Vite dev server URL for the browser bridge and adapters to function.
- ⚠️For dynamically generated HTML (e.g., React Router, Remix), `import "virtual:mcp";` must be manually added at the very top of the app's entry file, along with `tsconfig.json` updates for TypeScript support.
- ⚠️The `zod` library is a mandatory peer dependency.
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memory-mcp-server
by Sinhan88
Provides long-term memory and context storage/retrieval for Large Language Models (LLMs) via an API, adhering to the Model Context Protocol (MCP).
Provides long-term memory and context storage/retrieval for Large Language Models (LLMs) via an API, adhering to the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Python and pip installed
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mcp-evernote
by verygoodplugins
Seamless integration with Evernote for note management, organization, and knowledge capture via Model Context Protocol.
Seamless integration with Evernote for note management, organization, and knowledge capture via Model Context Protocol.
Setup Requirements
- ⚠️Requires Evernote API Consumer Key and Consumer Secret, which must be obtained from Evernote Developers (dev.evernote.com).
- ⚠️For Claude Desktop users, a local server is run on port 3000 (default) for the OAuth callback, which must be available.
- ⚠️Requires Node.js version 18.0.0 or higher.