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Vetted Servers(9120)
remote-mcp-server-authless
by offerland-cc
Deploys an unauthenticated Model Context Protocol (MCP) server on Cloudflare Workers, primarily demonstrating calculator tools for AI agents and LLM clients.
Deploys an unauthenticated Model Context Protocol (MCP) server on Cloudflare Workers, primarily demonstrating calculator tools for AI agents and LLM clients.
Setup Requirements
- ⚠️Requires a Cloudflare Workers environment for deployment and local development using Wrangler.
- ⚠️No authentication is configured for the MCP server endpoints (`/sse`, `/mcp`), making it publicly accessible.
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mcp-client-and-server
by dmitry-melnishin
An MCP server that provides AI-agent callable tools and resources for managing guitar product inventory and customer orders, integrated with a product catalog and fulfillment API.
An MCP server that provides AI-agent callable tools and resources for managing guitar product inventory and customer orders, integrated with a product catalog and fulfillment API.
Setup Requirements
- ⚠️Requires multiple services (products-api, fulfillment-api, mcp-order-server, frontend, admin) to be run concurrently for full functionality.
- ⚠️Services use specific local ports: products-api (8082), fulfillment-api (8080), mcp-order-server (9533), admin (3001), frontend (5173). Ensure these ports are available.
- ⚠️Uses 'pnpm' as the package manager; 'npm' or 'yarn' are not directly supported.
- ⚠️The 'kill:port' scripts are Windows PowerShell specific.
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gfrestaurants-sse
by stevenwall
Provides real-time updates and data streaming capabilities for a restaurant multi-channel platform.
Provides real-time updates and data streaming capabilities for a restaurant multi-channel platform.
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trakt-mcp-server
by fab-codes
Provides AI assistants with access to the Trakt.tv API for TV show tracking, watchlist management, and personalized viewing recommendations.
Provides AI assistants with access to the Trakt.tv API for TV show tracking, watchlist management, and personalized viewing recommendations.
Setup Requirements
- ⚠️Requires a Trakt.tv account and API credentials (Client ID and OAuth Access Token).
- ⚠️The OAuth Access Token must have `public`, `read`, and `write` permissions for full functionality.
- ⚠️Python 3.11+ is required for optimal performance as per `pyproject.toml`.
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mcp-server
by elvetah-cmd
A comprehensive Model Context Protocol (MCP) server designed for business affairs professionals in media, entertainment, and production industries, offering data integration, workflow support, task automation, and project context management.
A comprehensive Model Context Protocol (MCP) server designed for business affairs professionals in media, entertainment, and production industries, offering data integration, workflow support, task automation, and project context management.
Setup Requirements
- ⚠️Integrations for Google (Gmail, Drive) and Microsoft (Outlook) are currently placeholders and require manual installation of `googleapis` or `@microsoft/microsoft-graph-client`, along with a complete OAuth 2.0 flow to obtain client IDs, secrets, and refresh tokens. The provided code does not implement the full OAuth flow, only consumes the tokens.
- ⚠️Specific optional dependencies (`googleapis`, `@microsoft/microsoft-graph-client`, `csv-parser`, `xlsx`) must be manually installed if the corresponding integration tools (e.g., email fetching, budget file import) are to be implemented and used.
- ⚠️Node.js version 18.0.0 or higher is a prerequisite.
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mcp-context-ai-agent
by chintakjoshi
A privacy-first AI agent that maintains persistent awareness of a user's digital life to proactively provide insights, warnings, and assistance without being asked.
A privacy-first AI agent that maintains persistent awareness of a user's digital life to proactively provide insights, warnings, and assistance without being asked.
Setup Requirements
- ⚠️Requires an OpenAI API Key (which can incur costs) for potentially full functionality, despite the README's emphasis on local LLMs.
- ⚠️Requires Docker and Docker Compose for deployment and orchestration of all services (core agent, ChromaDB, MCP servers).
- ⚠️Requires manual acquisition and placement of API credentials (e.g., Google OAuth JSON files, Notion tokens) into the `config` directory.
- ⚠️Requires Python 3.10+.
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mcp-server
by arun-esh
Extends Gemini CLI agent capabilities by providing specialized tools for YouTube transcript retrieval, note generation, and structured web search results.
Extends Gemini CLI agent capabilities by providing specialized tools for YouTube transcript retrieval, note generation, and structured web search results.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Requires manual configuration of the `GEMINI_MCP_SERVER_URL` in the Gemini CLI or its `settings.json`.
- ⚠️The `search_google_prompt` assumes the Gemini CLI agent has an available and functional `search_google_tool`, which is not part of this repository.
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MCP-demo-CSCI-435
by Tetsukiba
Automates the end-to-end workflow from Figma design extraction and code generation, through SonarQube code quality analysis (with automated patching), to creating a GitHub Pull Request.
Automates the end-to-end workflow from Figma design extraction and code generation, through SonarQube code quality analysis (with automated patching), to creating a GitHub Pull Request.
Setup Requirements
- ⚠️Requires manual installation and PATH configuration for the `sonar-scanner` CLI.
- ⚠️Requires setting up `GITHUB_TOKEN`, `SONAR_BASE_URL`, `SONAR_TOKEN`, `SONAR_ORGANIZATION`, and `SONAR_PROJECT` in a `.env` file.
- ⚠️Requires manual configuration of Figma and GitHub MCP server URLs and authentication in `~/.vscode-server/data/User/mcp.json`.
- ⚠️Users on the Figma Starter plan are limited to up to 6 tool calls per month for Figma MCP server interactions.
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dimetrics-mcp-server
by fellnerd
Integrates Dimetrics, Werkportal, and PPMC APIs, enabling natural language management of data, resources, and administrative entities through GitHub Copilot.
Integrates Dimetrics, Werkportal, and PPMC APIs, enabling natural language management of data, resources, and administrative entities through GitHub Copilot.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for multi-service deployment.
- ⚠️Requires Python 3 dependencies (installable via `pip install -r requirements.txt`).
- ⚠️Requires valid API keys for Dimetrics, Werkportal, and PPMC platforms; some are hardcoded in `docker-compose.yml` which must be changed before use.
- ⚠️Designed for GitHub Copilot integration, necessitating an MCP client configuration.
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mcp-local-dev
by ilkergonenc
Local development environment for a server or service, likely built with Node.js and TypeScript for handling a communication protocol or configuration management.
Local development environment for a server or service, likely built with Node.js and TypeScript for handling a communication protocol or configuration management.
Setup Requirements
- ⚠️Node.js runtime required
- ⚠️npm or yarn package manager required
Review RequiredView Analysis
research-mcp-server
by Baggio200cn
A Python server designed for advanced natural language processing, including document structure analysis, rephrasing technical content for broader audiences, and grouping similar texts.
A Python server designed for advanced natural language processing, including document structure analysis, rephrasing technical content for broader audiences, and grouping similar texts.
Setup Requirements
- ⚠️Likely requires an external Large Language Model (LLM) API Key (e.g., OpenAI, Anthropic) which incurs usage costs for rewriting and analysis tasks.
- ⚠️May require significant computational resources (e.g., CPU/GPU, RAM) for processing large documents or performing complex clustering tasks locally.
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MCP-JS-Server
by Helmi97
Provides a boilerplate for building Model Context Protocol (MCP) servers, enabling easy registration of tools via HTTP transport with Zod-based schema generation.
Provides a boilerplate for building Model Context Protocol (MCP) servers, enabling easy registration of tools via HTTP transport with Zod-based schema generation.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Authentication requires setting the MCP_API_KEY environment variable (optional)
- ⚠️Debug logging requires setting the DEBUG environment variable (optional)