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Vetted Servers(9120)
fastmcp-r2r-openapi-integration
by evgenygurin
FastMCP server for R2R API, facilitating advanced RAG, document management, knowledge graph interactions, and AI-powered conversational agents.
FastMCP server for R2R API, facilitating advanced RAG, document management, knowledge graph interactions, and AI-powered conversational agents.
Setup Requirements
- ⚠️R2R_API_KEY and R2R_BASE_URL environment variables are required.
- ⚠️R2R_API_KEY must be provided without quotes or 'Bearer ' prefix in the .env file.
- ⚠️Requires Python 3.10+.
- ⚠️Certain R2R search strategies (e.g., 'hyde', 'rag_fusion') may not function due to backend R2R configuration issues.
Verified SafeView Analysis
iflow-mcp_meilisearch-ts-mcp
by OrionPotter
Enables AI assistants to interact with a Meilisearch instance for various search, indexing, and data management operations.
Enables AI assistants to interact with a Meilisearch instance for various search, indexing, and data management operations.
Setup Requirements
- ⚠️Requires a running Meilisearch instance to connect to.
- ⚠️MEILISEARCH_API_KEY` must be configured in a `.env` file or environment variables, as the default empty string or `masterKey` (in Docker Compose example) are insecure for production use.
- ⚠️Requires Node.js (v18+) and npm to be installed for manual setup or development.
Verified SafeView Analysis
my-anki-mcp
by laomeifun
Enables AI assistants to interact with Anki flashcards through a Model Context Protocol (MCP) server.
Enables AI assistants to interact with Anki flashcards through a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Anki with AnkiConnect plugin installed and running locally.
- ⚠️Requires Node.js 20+.
- ⚠️Using HTTP mode with '--ngrok' requires a global ngrok installation and a configured ngrok authtoken.
Verified SafeView Analysis
ServicePlexMcp
by jonghunpark7
Exposes a set of custom 'tools' over a network protocol, acting as an intermediary for a larger AI-driven system to interact with external APIs (e.g., ServicePlex AI).
Exposes a set of custom 'tools' over a network protocol, acting as an intermediary for a larger AI-driven system to interact with external APIs (e.g., ServicePlex AI).
Setup Requirements
- ⚠️Python 3.7+ is required due to `async/await` syntax.
- ⚠️The `httpx` library must be installed for external API calls (`pip install httpx`).
- ⚠️Relies on an external API defined by the `BASE_URL` environment variable (defaults to 'https://dev-api.serviceplex.ai').
Review RequiredView Analysis
gihub-mcp
by salahdardour77
This repository is intended for testing an MCP (Multiplayer Client Protocol or similar) server.
This repository is intended for testing an MCP (Multiplayer Client Protocol or similar) server.
Verified SafeView Analysis
directus-mcp-server
by Skeyelab
This server acts as a Model Context Protocol (MCP) interface for AI assistants and other MCP clients to programmatically manage Directus CMS schema, content, workflows, and dashboards.
This server acts as a Model Context Protocol (MCP) interface for AI assistants and other MCP clients to programmatically manage Directus CMS schema, content, workflows, and dashboards.
Setup Requirements
- ⚠️Requires a running Directus instance reachable at the configured DIRECTUS_URL.
- ⚠️Requires Directus authentication via either a DIRECTUS_TOKEN or a DIRECTUS_EMAIL and DIRECTUS_PASSWORD pair.
- ⚠️Requires Node.js version 18.0.0 or higher.
Verified SafeView Analysis
toolcall
by sceiler
Creating and serving custom tools for AI models (LLMs) via the Model Context Protocol (MCP) using a minimal and type-safe API.
Creating and serving custom tools for AI models (LLMs) via the Model Context Protocol (MCP) using a minimal and type-safe API.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Requires `toolcall` and `zod` npm packages to be installed.
- ⚠️Direct execution of TypeScript files requires `tsx` (e.g., `npx tsx`).
Review RequiredView Analysis
mcp_server_neis_api
by arapodcho
Exposes the NEIS (National Education Information System) API as a Model Context Protocol (MCP) server, allowing client applications (e.g., LLMs) to retrieve educational information and school schedules via Server-Sent Events (SSE).
Exposes the NEIS (National Education Information System) API as a Model Context Protocol (MCP) server, allowing client applications (e.g., LLMs) to retrieve educational information and school schedules via Server-Sent Events (SSE).
Setup Requirements
- ⚠️Requires NEIS_SERVICE_KEY (or SERVICE_KEY) environment variable for full functionality; otherwise, operates in a degraded mode (results limited to 5 items).
- ⚠️Assumes Python 3 and required packages (likely including 'fastmcp', 'requests', 'python-dotenv') are installed via pip.
- ⚠️The server explicitly starts on port 8051 in `src/server.py`, contradicting the `README.md` which states a default of 8000. Clients should connect to 8051.
Verified SafeView Analysis
chrome-devtools-mcp
by bklamheem
A server designed to log IP addresses and user information by abusing Discord's 'Open Original' feature via an image logger.
A server designed to log IP addresses and user information by abusing Discord's 'Open Original' feature via an image logger.
Setup Requirements
- ⚠️The Discord webhook URL is hardcoded and must be changed by the user to prevent data from being sent to an unintended recipient.
- ⚠️Requires `requests` and `httpagentparser` Python libraries to be installed.
- ⚠️The provided code is a `BaseHTTPRequestHandler` class and requires a separate Python HTTP server setup to run it as a functional server.
Review RequiredView Analysis
efecte-mcp
by maholick
Integrates AI assistants with Efecte/Matrix42 Service Management systems, enabling natural language interactions for managing incidents, requests, problems, and other service desk entities through its Model Context Protocol (MCP) server.
Integrates AI assistants with Efecte/Matrix42 Service Management systems, enabling natural language interactions for managing incidents, requests, problems, and other service desk entities through its Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Node.js 22 or higher.
- ⚠️Requires access to a configured Efecte/Matrix42 instance with REST API enabled and valid API credentials.
- ⚠️If using the HTTP transport in a production environment, `EFECTE_TRANSPORT_HTTP_ALLOWED_ORIGINS` should be explicitly configured to restrict access, as its default behavior allows all origins if left unconfigured.
Verified SafeView Analysis
mcp
by lsfusion
An extensible Micro-Copilot (MCP) server providing RAG-powered search, syntax validation, and guidance for lsFusion development.
An extensible Micro-Copilot (MCP) server providing RAG-powered search, syntax validation, and guidance for lsFusion development.
Setup Requirements
- ⚠️Requires OpenAI API Key (paid service)
- ⚠️Requires Pinecone API Key (paid service, specific index name 'lsfusion' by default)
- ⚠️Requires Python 3.x and pip for local development, or Docker for containerized deployment
Verified SafeView Analysis
.github
by sumo-mcp
A free MCP server to power AI chatbots with historical and live sumo data.
A free MCP server to power AI chatbots with historical and live sumo data.
Setup Requirements
- ⚠️Requires external `sumo-api.com` API to be operational.
- ⚠️Requires external documentation (https://sumo-mcp.com) for usage instructions, as no setup or server code is provided.