MCP Documentation Search Server
🔍 FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent…
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Exa Search
Provides real-time web search capabilities through the Exa Search API, enabling up-to-date information retrieval and content scraping from specific URLs.
Local Rag
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code…
Spring Docs
Spring Docs is an MCP server that provides 12 tools for searching, exploring, and interacting with the Spring ecosystem documentation, guides, tutorials, and…
MCP Neo4j Memory Server
# Neo4j Memory Server A Model Context Protocol (MCP) server that provides AI assistants with persistent, intelligent memory capabilities using Neo4j's graph…
yandex-wiki-search-mcp
MCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids) through 27 tools with typed…
Apple RAG MCP
Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive…
Knowledge MCP Server
# Knowledge MCP Server A Model Context Protocol (MCP) server that provides tools for managing and querying knowledge bases through vector databases. This…
MCP Server Obsidian Omnisearch
MCP Server Obsidian Omnisearch is a FastMCP-based server that exposes Obsidian vault search functionality through a REST API. It lets you programmatically…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
German public procurement data (OCDS) — semantic search, tender matching, company profiles
MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio
Archivarix Tube Search
MCP server for Archivarix Tube Search — search archived YouTube videos including deleted content. Channel discovery, full-text search, video metadata…
Azure AI Search
Integrates with Azure AI Search to enable keyword, vector, and hybrid search capabilities for retrieving information from search indexes in readable markdown…
Lorekeeper
Self-improving MCP memory server for AI agents. One command, no cloud, no config. Hybrid search, feedback loop quality system, dashboard UI, auto-linking…
Quelvio
Your company's brain for AI agents. MCP server for Quelvio enterprise knowledge platform.
Obsidian MCP Module
Obsidian MCP Module is an MCP server for reading Obsidian vaults. It provides both MCP tools and resources for accessing notes, since some clients only support…
MCP Notes Server
# MCP Notes Server A simple MCP (Message Coordination Protocol) server that provides access to notes stored in `~/DocumentationGenerator/notes/`. ## Setup 1…
Easy Memory
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
Obsidian Index MCP server
MCP server providing sementic search over Obsidian vaults
Aikd Indexed Semantic & Bm25 Code Search For Ai Agents. Give Your Ai Instant Memory Of Your Codebase. Rust | Mcp Server.
AIKD (AI Knowledge Daemon) is an MCP tool provider written in Rust that gives AI agents instant access to your codebase. It indexes project files into a…
eShopLite
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
Azure AI Search MCP Server
Search content using Azure AI Agent Service and Azure AI Search.
Agent Search mcp
About Free multi-engine MCP search server — 8 free engines (DDG, Sogou, Bing, Baidu, Wikipedia, Startpage, Yandex, Mojeek), waterfall progressive search…
Higress AI Search
Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting internet, academic, and internal knowledge…