MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
Context Portal MCP (ConPort)
★ 763A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).
MCP-NixOS
★ 738A server for searching NixOS, Home Manager, and nix-darwin resources.
Feishu MCP Server
★ 698Access and manage Feishu documents for AI coding tools, enabling structured content retrieval, editing, and search.
Apple Doc MCP
★ 623Search Apple's Developer Documentation with smart search and wildcard support.
Chroma
★ 567Embeddings, vector search, document storage, and full-text search with the open-source AI application database
Redis MCP Server
✓★ 538A natural language interface for agentic applications to manage and search data in Redis.
Airbnb
★ 482Search for Airbnb listings and retrieve their details.
Baidu Map
★ 435A Location-Based Service (LBS) providing geospatial APIs for geocoding, POI search, route planning, and more.
Redbook Search & Comment Tool
★ 434An automated tool to search notes, analyze content, and post AI-generated comments on Xiaohongshu (Redbook) using Playwright.
Kagi Search
★ 432Search the web using Kagi's search API
ast-grep MCP
★ 426An experimental MCP server that uses the ast-grep CLI for code structural search, linting, and rewriting.
Twitter MCP
★ 401Interact with Twitter to post and search for tweets.
Google Scholar
★ 370Search and access academic papers on Google Scholar.
Mapbox
★ 347Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.
Everything Search
★ 342Fast Windows file search using Everything SDK
Local RAG
★ 335Privacy-first local RAG server for semantic document search without external APIs
MCP Documentation Server
★ 335A server for document management and semantic search using AI embeddings, with local JSON storage.
MCP Omnisearch
★ 332Unified access to multiple search providers and AI tools like Tavily, Perplexity, Kagi, Jina AI, Brave, and Firecrawl.
TranscriptAPI YouTube Skills
★ 311Get YouTube transcripts, search videos, browse channels, and extract playlists from any AI agent — powered by TranscriptAPI.com with no API key required.
Perplexity
★ 295Intelligent search, reasoning, and research capabilities powered by Perplexity's AI models.
Perplexity AI
★ 295Intelligent search, reasoning, and research capabilities powered by Perplexity's specialized AI models.
Elasticsearch/OpenSearch
★ 293An MCP Server for interacting with Elasticsearch and OpenSearch clusters.
Snowflake Cortex AI
★ 291A server for Snowflake providing tools for its Cortex AI features, including Search, Analyst, and Complete.
o3 Search
★ 287Web search using OpenAI's o3 model. Requires an OpenAI API key.
Video Editor
★ 277Add, analyze, search, and edit videos using the Video Jungle API. Also supports local video search on macOS.
MCP Reasoner
★ 275A reasoning engine with multiple strategies, including Beam Search and Monte Carlo Tree Search.
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.
Suppr-MCP (超能文献)
★ 253Suppr - AI-powered document translation and academic search service. Supports high-quality translation of PDF, DOCX, PPTX and other formats in 11 languages with optimized mathematical formula handling. Includes PubMed-integrated intelligent literature search for researchers. https://suppr.wilddata.cn/
code context engine
★ 251A local MCP server for AI coding agents. AST-aware indexing, semantic search, and automatic compression. Your agent stops re-reading your entire codebase every session.