Qdrant MCP Server
# Qdrant MCP Server An MCP server for interacting with [Qdrant](https://qdrant.tech/) vector database. This server provides tools for managing vectors…
Directory
Search MCP Servers
mcp-tool-server-milvus
A MCP server which provides tools function to insert into and query data from the Milvus vector database.
Fedspeak MCP Server
# Fedspeak MCP Server A Model Context Protocol (MCP) server for accessing and analyzing Federal Reserve (FOMC) statements. ## Overview This server provides a…
MCP KnowledgeBase Server
Model Context Protocol (MCP) server allowing LLMs to store and search knowledge in a SQLite database
Spring Boot MySQL Project
# Spring Boot MySQL Project This is a Spring Boot project configured with MySQL and HikariCP connection pool. ## Prerequisites - Java 17 or later - Maven 3.6…
Mcp Server For Oracle Cloud Infrastructure (oci)
# MCP Server for Oracle Cloud Infrastructure (OCI) This project implements a Model Context Protocol (MCP) server for Oracle Cloud Infrastructure, allowing LLMs…
Congressmcp
An MCP server for the Congress.gov API that consolidates 91 operations into 6 comprehensive tools that can be used by any MCP client (i.e. Claude Desktop), or…
Dbecho
MCP server for multi-database PostgreSQL analytics. Ask your databases questions in natural language - get schema exploration, profiling, trends, anomaly…
Container Sandbox
Provides a secure, sandboxed environment for executing code, running commands, accessing files, and performing web operations through multi-layered isolation…
MCP Lucene Server
MCP Lucene Server is a Model Context Protocol (MCP) server that exposes Apache Lucene's full-text search capabilities through a conversational interface. It…
Manticore Search
MCP server for Manticore Search — query and manage search database
OpenSearch
Integrates with OpenSearch to enable powerful full-text search, data aggregation, and real-time analytics capabilities for applications requiring advanced…
Postgres Ai Guide
# pg-aiguide **AI-optimized PostgreSQL expertise for coding assistants** pg-aiguide helps AI coding tools write dramatically better PostgreSQL code. It…
OpenGov MCP Server
# OpenGov MCP Server An MCP (Model Context Protocol) server that enables MCP clients like Claude Desktop to access Socrata Open Data APIs. This integration…
Healsens FHIR MCP
# healsens-fhirmcp Open-source, conformance-aware MCP server for FHIR R4 and R5. `healsens-fhirmcp` is Healsens' MCP implementation for healthcare systems that…
Elasticsearch MCP Server
Elasticsearch Integration with MCP - Multi-team and multi-environment support
Outlook Email Processor
Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis…
mnemo
Persistent memory for AI coding agents. mnemo stores decisions, bugs, conventions, and discoveries across sessions in a local SQLite database.
Global Core Patent Database
PatSnap Global Core Patent Database MCP is a Model Context Protocol server that connects AI agents to PatSnap's Global Core Patent Database capabilities. A…
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
Manticore Search
Provides access to Manticore Search, an open-source database for real-time, full-text search.
cowork-semantic-search
Local semantic search over documents (txt, md, pdf, docx, pptx, csv). Fully offline, multilingual, hybrid vector + keyword search via LanceDB. No API keys, no…
Supavec MCP Server
# Supavec MCP Server A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that enables AI assistants to fetch relevant embeddings and…
ChEMBL-MCP-Server
# ChEMBL-MCP-Server A FastMCP wrapper server based on the chembl_webresource_client package, providing API access to the ChEMBL database. ## Features -…