MCP Servers

Context Portal MCP (ConPort)

★ 763

A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).

MCP-NixOS

★ 738

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

Feishu MCP Server

★ 698

Access and manage Feishu documents for AI coding tools, enabling structured content retrieval, editing, and search.

Apple Doc MCP

★ 623

Search Apple's Developer Documentation with smart search and wildcard support.

Chroma

★ 567

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

Redis MCP Server

✓★ 538

A natural language interface for agentic applications to manage and search data in Redis.

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.

Redbook Search & Comment Tool

★ 434

An automated tool to search notes, analyze content, and post AI-generated comments on Xiaohongshu (Redbook) using Playwright.

Kagi Search

★ 432

Search the web using Kagi's search API

ast-grep MCP

★ 426

An experimental MCP server that uses the ast-grep CLI for code structural search, linting, and rewriting.

Twitter MCP

★ 401

Interact with Twitter to post and search for tweets.

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.

Everything Search

★ 342

Fast Windows file search using Everything SDK

Local RAG

★ 335

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

MCP Documentation Server

★ 335

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

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

★ 295

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

Perplexity AI

★ 295

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

Elasticsearch/OpenSearch

★ 293

An MCP Server for interacting with Elasticsearch and OpenSearch clusters.

Snowflake Cortex AI

★ 291

A server for Snowflake providing tools for its Cortex AI features, including Search, Analyst, and Complete.

o3 Search

★ 287

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

Video Editor

★ 277

Add, analyze, search, and edit videos using the Video Jungle API. Also supports local video search on macOS.

MCP Reasoner

★ 275

A reasoning engine with multiple strategies, including Beam Search and Monte Carlo Tree Search.

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.

Suppr-MCP (超能文献)

★ 253

Suppr - 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

★ 251

A 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.