LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
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Search MCP Servers
Oauth2 Authorization Server
OAuth2 Authorization Server with MariaDB, Docker OpenTelemetry LGTM, and Redis Integrations with Spring Boot 4, Java 25 and Docker. Integration Tests with…
Prisma
 <div align="center"> <h1>Prisma</h1> <a href="https://www.npmjs.com/package/prisma"><img…
Outlook Email Processor
Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis…
Whodb
WhoDB CLI - a powerful database management tool with interactive TUI, programmatic commands, and MCP server for AI assistants.
mem0-mcp-selfhosted
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
memory-v2
Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully…
🤖 Data Agents Platform
Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu
ClaudeHopper (Construction Document Analysis)
Integrates with Claude Desktop to analyze construction documents, enabling semantic search across architectural drawings and specifications through LanceDB…
Prisma MCP Server
# Prisma MCP Server This package provides a Model Context Protocol (MCP) server that acts as an interface to a database managed by Prisma ORM. It allows…
MongoDB MCP Server
# MongoDB MCP Server A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. ## 📚 Table of Contents - [🚀 Getting…
Prisma MCP Server
# Prisma MCP Server This package provides a Model Context Protocol (MCP) server that acts as an interface to a database managed by Prisma ORM. It allows…
MongoDB MCP Server
# MongoDB MCP Server A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. ## 📚 Table of Contents - [🚀 Getting…
Mcp 1c
MCP server for 1C:Enterprise. Metadata inspection, BSL code search, query execution, event log, syntax reference. One Go binary, zero dependencies.
Mem0 (Long-Term Memory)
Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and…
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
Confluent Cloud
# Confluent MCP Server [](https://www.npmjs.com/package/@confluentinc/mcp-confluent)…
MySQL MCP Server
# MySQL MCP Server A powerful database management tool built with FastMCP that provides an interactive interface for managing SQLite databases. This project…
Unofficial Human Protein Atlas MCP Server
 # Unofficial Human Protein Atlas MCP Server A comprehensive Model Context Protocol (MCP) server for accessing Human Protein Atlas data…
Azure Cosmos DB MCP CLient & Server
This project demonstrates how to build an MCP Server and client connected to Azure Cosmos DB for NoSQL. It includes a NextJS 15 frontend that displays a…
🧠 mcp.chroma
A Rust-based MCP server that provides a model‑context–protocol interface to ChromaDB, a vector database for embeddings. It enables collection and document…
Natural Language MCP-MSSQL Client
Natural Language SQL Chat Interface using MCP SQL Server
SQL Server MCP Client
A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.