AI & Machine Learning MCP Servers

Security toolkit for FastAPI-based MCP servers — pre-flight audit + runtime prompt-injection guardrail.

OpenAI docs, guides, changelog and API reference as MCP tools.

An MCP server that gives any LLM host grounded, cited retrieval over your own documents — hybrid BM25 + dense retrieval, cross-encoder reranking, and built-in eval.

A Brave Search MCP Server built with CrewAI

Turn any API into an MCP server in 30 seconds

A lightweight diagnostic MCP server for AI developers to verify network environment compatibility and IP reputation for LLM API access.

MCP Server for QWED Verification - Use QWED verification tools in Claude Desktop, VS Code, and any MCP client

MCP server for WeFact — let Claude (Desktop, Code, Cursor) read and modify your WeFact administration via the v2 API.

MCP server giving Claude and other LLM clients structured access to the Internet Archive's Wayback Machine.

Official Model Context Protocol (MCP) server for the Swfte AI platform — build, validate, and deploy complete workflows, agents, chatflows, widgets, applications and MCP servers from Claude Code, Claude Desktop, Cursor, or any MCP client.

MCP server for the Woodstitch API: paid human listeners judge your text-to-speech audio in blinded pairwise preference or human-vs-AI detection studies.

MCP server that provides vision analysis tools via OpenAI-compatible API

MCP server exposing OpenAI gpt-image-2 image generation and editing as a single tool for Claude Code and other MCP clients.

Ollama OpenAI Proxy MCP Server

MCP-Bastion security middleware for Google Gemini - prompt injection, PII, and rate-limit protection

RETIRED — OpenRAG MCP is now built into the OpenRAG backend as a streamable-HTTP endpoint at /mcp. See README for migration.

Unofficial, independent (not DeepSeek AI/Microsoft). VS C++ build+debug via MSBuild and cdb.

MCP server exposing live Deutsche Bahn data: journeys, delays, disruptions, strikes, and alternative routes.

MCP server exposing the Daily News engine (fetch, curate, rewrite AI/news) as tools.

MCP-compatible LangChain tools for AI agents — calculator, datetime, converter, and more.

Library to use MCP servers natively with AI clients as tools.

An MCP server that checks an AI agent's draft answer against its sources: figures, dates, citations and must/may wording, sentence by sentence; an optional LLM judge reads the prose.

Read the paper. Find the source. An MCP server that lets AI agents search, read and analyze arXiv papers, and find their code.

A generic RAG MCP server with pluggable embedding providers and vector stores