LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
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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…
Whodb
WhoDB CLI - a powerful database management tool with interactive TUI, programmatic commands, and MCP server for AI assistants.
Outlook Email Processor
Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis…
🤖 Data Agents Platform
Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu
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…
ClaudeHopper (Construction Document Analysis)
Integrates with Claude Desktop to analyze construction documents, enabling semantic search across architectural drawings and specifications through LanceDB…
MongoDB Model Context Protocol Server
# MongoDB Model Context Protocol Server A powerful server implementation for managing models, contexts, and protocols with MongoDB integration and Cursor…
Mcp 1c
MCP server for 1C:Enterprise. Metadata inspection, BSL code search, query execution, event log, syntax reference. One Go binary, zero dependencies.
PostgreSQL Model Context Protocol (PG-MCP) Server
# PostgreSQL Model Context Protocol (PG-MCP) Server A Model Context Protocol (MCP) server for PostgreSQL databases with enhanced capabilities for AI agents…
Mem0 (Long-Term Memory)
Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and…
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
PostgreSQL Model Context Protocol (PG-MCP) Server
# PostgreSQL Model Context Protocol (PG-MCP) Server A Model Context Protocol (MCP) server for PostgreSQL databases with enhanced capabilities for AI agents. ##…
LibSQL Model Context Protocol Server
The LibSQL Model Context Protocol Server is a server application that interfaces with LibSQL databases, providing schema information and enabling table…
SQL Server Agent - Modal Context Protocol
A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language…
MCP (Model Context Protocol) Server
# MCP (Model Context Protocol) Server ## Project Structure ``` ├── client.py # Client-side interaction script ├── server.py # Main MCP server implementation…
Model Context Protocol and Fireproof Demo: JSON Document Server
This server demonstrates how to use a Fireproof database within a Model Context Protocol (MCP) server, providing a basic JSON document store with CRUD…
Model Context Protocol and Fireproof Demo: JSON Document Collection Server
This server is an example of using a Fireproof database inside a Model Context Protocol (MCP) server, designed to plug code and data into AI systems such as…
Model Context Protocol (MCP) Server for Local MySQL
Quick little template for a local MCP MySQL server.
Microsoft SQL MCP Server
# Microsoft SQL MCP Server A robust SQL Server interface using the Model Context Protocol (MCP) standard, providing AI assistants with a controlled way to…
Neon PostgreSQL MCP Server
# Neon PostgreSQL MCP Server A Model Context Protocol (MCP) server that provides secure access to Neon PostgreSQL databases, enabling AI assistants like Claude…
Prisma
 <div align="center"> <h1>Prisma</h1> <a href="https://www.npmjs.com/package/prisma"><img…