Lean KG
A local, Rust-based Knowledge Graph MCP server. Cuts AI coding token usage by up to 98% by intelligently querying your codebase instead of sending full files.
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whatsapp-mcp
Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…
Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
Milvus
Search, Query and interact with data in your Milvus Vector Database.
Weaviate MCP Server
MCP (Model Context Protocol) server for Weaviate
GraphMemory-IDE: AI-Powered Collaborative Memory Platform
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
mcp-lance-db: A LanceDB MCP server
# mcp-lance-db: A LanceDB MCP server > The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that enables…
Typesense MCP Server
An MCP server for interacting with the Typesense search engine.
CIViC MCP Server
# CIViC MCP Server This is a Cloudflare Workers-based Model Context Protocol (MCP) server that provides tools for querying the CIViC (Clinical Interpretation…
Chroma MCP Server
A vector database server powered by Chroma, enabling semantic document search, metadata filtering, and document management.
Enhanced PubMed Search
A search server for PubMed, the biomedical literature database, using a pure Node.js implementation.
NRT Search
A near real-time search server for indexing and querying documents, implemented in Java.
UniversalBench: run code, web, databases, and any LLM from your AI, safely
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in…
Elasticsearch MCP Server
Elasticsearch Integration with MCP - Multi-team and multi-environment support
Unofficial STRING MCP Server
 # Unofficial STRING MCP Server A comprehensive Model Context Protocol (MCP) server for accessing…
RAG MCP Server（RAGDB)
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
🍳 HowToCook-MCP Server 🥘 -- 炫一周好饭，拒绝拼好饭
A recipe database server providing meal planning, recipe recommendations, and menu suggestions for daily meals.
Semantic Scholar
Provides a bridge to Semantic Scholar for searching and analyzing academic papers with tools for keyword searches, metadata access, and citation network…
Polish Companies
Compabase MCP is a Model Context Protocol server that gives AI assistants — Claude, Cursor, Windsurf, and any other MCP-compatible client — direct access to 3…
Comic Vine MCP Server
A Model Context Protocol (MCP) server that provides AI assistants with structured access to the Comic Vine API. Get detailed information about comic books…
Redis MCP Server
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
Meilisearch
Interact & query with Meilisearch (Full-text & semantic search API)
Memory Service
Integrates with ChromaDB using sentence transformers for efficient text embedding, enabling semantic search and content recommendation via websocket…
Discogs MCP Server
Access the Discogs API for music cataloging, search, and other database operations.