Milvus
Search, Query and interact with data in your Milvus Vector Database.
Directory
Search MCP Servers
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
MCP RAG Server
# MCP RAG Server MCP RAG Serverは、Model Context Protocol (MCP)に準拠したRAG（Retrieval-Augmented Generation）機能を持つPythonサーバーです。マークダウン、テキスト、パワーポイント、PDFなど複数の形式のドキュメントをデータ…
iMessage Query
An MCP server for querying your iMessage database on macOS, allowing LLMs to safely access and search conversations.
Simple PubMed
Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.
Bear Notes
Integrates with Bear notes on macOS, providing direct database access for efficient retrieval and analysis of personal note content.
🧠 Adaptive Graph of Thoughts
An intelligent scientific reasoning framework that uses graph structures and Neo4j to perform advanced reasoning via the Model Context Protocol (MCP).
Logseq API MCP Server
A MCP server that uses Logseq API to extract and interact with Logseq notes.
Chroma MCP Server
An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated…
Gnosis Mcp
Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage…
NeoCoder: Neo4j-Guided AI Coding Workflow
An MCP server allowing AI assistants to use a Neo4j knowledge graph as their primary, dynamic instruction manual and long term project memory with adaptive…
FOCUS DATA MCP Server
Converts natural language queries into SQL by registering database schema information and handling text-to-SQL transformations through a Spring Boot…
Astra DB
Integrates with Astra DB, enabling cloud-native database operations for scalable data storage and retrieval in AI applications.
A Remote MCP Server for ATproto Docs
A MCP server to query and generate answers based on the ATproto documentation available online
Semantic Scholar
Integrates with the Semantic Scholar API to enable querying academic papers, authors, and citations for research and analysis tasks.
LeetCode
Provides structured access to LeetCode's problem database, user profiles, and contest information through GraphQL queries for exploring challenges, tracking…
Apple Notes Mcp Server
Read and write Apple Notes, with Apple Notes native formatting support
Kuzu
Bridge to Kuzu graph databases. Enables LLMs to inspect database schemas and execute queries.
Obsidian Index MCP server
MCP server providing sementic search over Obsidian vaults
MSSQL
Enables secure AI-driven interactions with Microsoft SQL Server databases for automated data analysis, dynamic reporting, and intelligent database management.
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Wandering RAG
A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.
Untappd
Integrates with the Untappd beer database API to retrieve detailed information about specific beers, enabling beer lookup, brewing analysis, and beverage…
PubMed Search
Integrates with PubMed database via NCBI E-utilities API to search and retrieve academic papers, including titles, authors, journals, abstracts, and DOIs for…