MCP Servers
MCP servers connect AI agents to services such as databases, search and communication tools.
✓ Official
36 publishersSelect a publisher to filter the entries listed on Labsco.
modelcontextprotocol17 servers
google2 servers
googleapis2 servers
microsoft8 servers
azure3 servers
github2 servers
awslabs9 servers
bytedance1 server
stripe2 servers
cloudflare3 servers
vercel1 server
figma1 server
makenotion1 server
atlassian1 server
supabase1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm2 servers
getsentry4 servers
grafana2 servers
hashicorp1 server
brave1 server
firebase1 server
browserbase1 server
apify1 server
firecrawl1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
resend1 server
e2b-dev1 server
exa-labs1 server
mastra-ai1 serverSearch
530 MCP serversGPT Researcher
★ 353Conducts autonomous, in-depth research by exploring and validating multiple sources to provide relevant and up-to-date information.
Documentation MCP Server
★ 335A server for document management and semantic search using AI embeddings, with local JSON storage.
Local RAG
★ 335Privacy-first local RAG server for semantic document search without external APIs
MCP Omnisearch
★ 332Unified access to multiple search providers and AI tools like Tavily, Perplexity, Kagi, Jina AI, Brave, and Firecrawl.
Facebook Ads Library
★ 297Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.
Perplexity AI
★ 295Intelligent search, reasoning, and research capabilities powered by Perplexity's specialized AI models.
o3 Search
★ 287Web search using OpenAI's o3 model. Requires an OpenAI API key.
Erick Wendel Contributions
★ 285Query Erick Wendel's contributions, including talks, blog posts, and videos, using natural language.
Wikipedia
★ 270Retrieves information from Wikipedia to provide context to Large Language Models (LLMs).
G-Search MCP
★ 267A Google search server using Playwright for parallel keyword searches.
RAG Documentation
★ 265Retrieve and process documentation using vector search to provide context for AI assistants.
Firefox DevTools MCP
★ 257Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
Google Research
★ 248Perform advanced web research using Google Search, with intelligent content extraction and multi-source synthesis.
MCP Compass
★ 243Explore and discover Model Context Protocol servers using natural language queries.
Google Search Console
★ 234A Model Context Protocol (MCP) server providing access to Google Search Console.
Unsplash MCP Server
★ 227Search and integrate images from Unsplash using its official API.
Local Knowledge RAG
★ 213Local 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
Deep Research
★ 209A server for conducting deep research and generating reports.
OpenStreetMap
★ 203Enhances LLMs with location-based services and geospatial data from OpenStreetMap.
Simple arXiv
★ 197Search and retrieve academic papers from the arXiv repository via its API.
Search Console & Analytics MCP
★ 192Google Search Console MCP Server
Scholarly
★ 180Search for academic articles using scholarly vendors.
Search1API
★ 171One API for Search, Crawling, and Sitemaps
Serper Search and Scrape
★ 169Web search and webpage scraping using the Serper API.
Dash API Docs
★ 164MCP server for Dash, the macOS API documentation browser
Web3 Research MCP
★ 159A free and local tool for in-depth crypto research.
ReActMCP Web Search
★ 142A web search server that integrates with the Exa API to perform basic and advanced searches.
Shodan
★ 141Query the Shodan API for network reconnaissance, DNS operations, vulnerability tracking, and device discovery.
arXiv LaTeX
★ 139Fetches and processes arXiv papers using LaTeX source for accurate equation handling.
Google News
★ 125Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.