MCP servers

An MCP (Model Context Protocol) server that provides semantic search capabilities for Hugging Face models and datasets. This server enables Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.

An arXiv-based paper retrieval and content parsing tool supporting smart search, PDF fetching and content parsing, with a focus on the latest AI papers.

MCP server that enables the use of OpenAI's high-end models and their powerful web search capabilities. By registering it with any AI coding agent, the agent can autonomously consult with OpenAI models to solve complex problems.

Headhunter MCP Server

gmen1057/headhunter-mcp-server

MCP (Model Context Protocol) server for integrating HeadHunter API with Claude Code and other MCP clients. HeadHunter (hh.ru) is the largest job search platform in Russia and CIS countries. This MCP server provides seamless integration with HeadHunter API, enabling AI assistants to search vacancies, manage resumes, and apply to jobs on your behalf.

The application is containerized with Docker and uses uv for fast, optimized dependency management. It also includes an mcp-rag-service for integration with MCP (Model Context Protocol).

This remote MCP server publishes a tool for searching and querying the documentation for ATprotocol.

An MCP server, CLI utility, and TypeScript library for exploring packages across jsr.io. JSR is a modern JavaScript repository and alternative to NPM, providing rich TypeScript support, modern features, and seamless integration with Deno.

A vector search system for document retrieval using MongoDB Atlas Vector Search and Voyage AI embeddings. Sample data included is for Atlas Vector Search!

A Model Context Protocol (MCP) server that provides code search capabilities powered by Zoekt, the indexed code search engine used by Sourcegraph.

Kagi Ken MCP

czottmann/kagi-ken-mcp

A lightweight Node MCP server around the kagi-ken package, providing access to Kagi.com services using Kagi session tokens.

An intelligent code search system that uses Google's EmbeddingGemma model and advanced multi-language chunking to provide semantic search capabilities across 15 file extensions and 9+ programming languages, integrated with Claude Code via MCP (Model Context Protocol).

Eips MCP

kukapay/eips-mcp

An MCP server that provides AI agents with relevant Ethereum Improvement Proposal (EIP) content through semantic search, supporting Markdown document processing and vectorized retrieval.

Fedramp Docs MCP

ethanolivertroy/fedramp-docs-mcp

Custom Model Context Protocol (MCP) server that makes the FedRAMP/docs repository queryable with FRMR-aware tooling. The server scans FRMR JSON datasets and supporting markdown guidance, exposes structured tools for analysis, and can optionally clone and cache the upstream repository for you.

Aminer MCP Server

scipenai/aminer-mcp-server

A Model Context Protocol (MCP) server providing powerful academic paper search and analysis functionality through the AMiner API.

CortexScout provides a single, self-hostable Rust binary that exposes search, extraction, and stateful browser automation capabilities over MCP (stdio) and an optional HTTP server. Output formats are structured and optimized for downstream LLM use.

On Running MCP

scott-clare1/on-running-mcp

This project provides an interface to the On Running website's product data through a FastMCP server. It allows you to. : A Model-Context-Protocol (MCP) server for interacting with the On Running website API.

A Model Context Protocol (MCP) server that provides automated search monitoring functionality with x402 payment integration. Monitor search queries, detect new content using AI-powered duplicate detection, and automatically process payments for task creation.

RedNote MCP is a Model Context Protocol (MCP) server for searching and retrieving content from Xiaohongshu (Red Book) platform. It provides intelligent content extraction with automatic login management and parallel processing capabilities.

An MCP server and CLI tool for searching and downloading documents (books and articles) from Anna's Archive, with optional automatic selection of a mirror reported as healthy by SLUM.

For step-by-step MCP server setup, refer to the Setup Guides.

qdrant_server_devcontainer_for_rag_mcp

questmapping/qdrant_server_devcontainer_for_rag_mcp

This project provides a development container setup for running Qdrant with file embeddings. It includes everything needed to index and search text documents using vector similarity search.

An MCP server based on the Aladin Book API, providing book search, detail lookup, bestseller lists, and category browsing.

MCP

jina-ai/MCP

A remote Model Context Protocol (MCP) server for the Jina Reader, Search, Embeddings and Reranker APIs.

Olx MCP

l-margiela/olx-mcp

Why search for e-waste in your area by yourself if Claude can do it for you?