MCP Servers

AWS Documentation

✓★ 9,400

Fetch, convert, and search AWS documentation pages, with recommendations for related content.

Semble

★ 5,500

Fast, accurate, local code search for agents. Indexes any local path or GitHub repo on demand in ~250ms and answers queries in ~1.5ms. Works on CPU, no API keys or external services.

Exa

✓★ 4,700

Search Engine made for AIs by Exa

arXiv MCP Server

★ 2,900

Search and analyze academic papers on arXiv.

Perplexity Ask MCP Server

★ 2,400

A connector for the Perplexity API to enable web search within the MCP ecosystem.

Tavily

★ 2,200

Official Tavily MCP server for AI search and content extraction, giving MCP clients web search, crawl, and extract tools.

Paper Search MCP

★ 2,000

Search and download academic papers from sources like arXiv, PubMed, and Google Scholar.

AnySearch

★ 1,500

Unified real-time search engine skill for AI agents.

DuckDuckGo Search

★ 1,300

Perform web searches using the DuckDuckGo API, with features for fetching and parsing content.

ChunkHound

★ 1,300

A local-first semantic code search tool with vector and regex capabilities, designed for AI assistants.

12306-mcp

★ 1,100

Search for train tickets on 12306, the official China Railway website.

MCP-NixOS

★ 738

A server for searching NixOS, Home Manager, and nix-darwin resources.

Airbnb

★ 482

Search for Airbnb listings and retrieve their details.

Baidu Map

★ 435

A Location-Based Service (LBS) providing geospatial APIs for geocoding, POI search, route planning, and more.

Kagi Search

★ 432

Search the web using Kagi's search API

Google Scholar

★ 370

Search and access academic papers on Google Scholar.

Mapbox

★ 347

Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.

MCP Documentation Server

★ 335

A server for document management and semantic search using AI embeddings, with local JSON storage.

Local RAG

★ 335

Privacy-first local RAG server for semantic document search without external APIs

MCP Omnisearch

★ 332

Unified access to multiple search providers and AI tools like Tavily, Perplexity, Kagi, Jina AI, Brave, and Firecrawl.

TranscriptAPI YouTube Skills

★ 311

Get YouTube transcripts, search videos, browse channels, and extract playlists from any AI agent — powered by TranscriptAPI.com with no API key required.

Perplexity AI

★ 295

Intelligent search, reasoning, and research capabilities powered by Perplexity's specialized AI models.

Perplexity

★ 295

Intelligent search, reasoning, and research capabilities powered by Perplexity's AI models.

o3 Search

★ 287

Web search using OpenAI's o3 model. Requires an OpenAI API key.

G-Search MCP

★ 267

A Google search server using Playwright for parallel keyword searches.

RAG Documentation

★ 265

Retrieve and process documentation using vector search to provide context for AI assistants.

Google Research

★ 248

Perform advanced web research using Google Search, with intelligent content extraction and multi-source synthesis.

Google Search Console

★ 234

A Model Context Protocol (MCP) server providing access to Google Search Console.

Unsplash MCP Server

★ 227

Search and integrate images from Unsplash using its official API.

knowledge-rag

★ 213

Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, 9 file formats, file watcher, and 12 MCP tools. Zero external servers. pip install knowledge-rag