Local Context Memory MCP
A production-ready persistent memory system for AI agents, offering searchable memory across sessions with semantic search and support for multiple database…
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haiku.rag
Agentic RAG over your own documents on an embedded LanceDB, no database server to run. Hybrid search with reranking, Docling parsing for PDFs and 40+ formats…
Teleport Documentation
Search and query Teleport's documentation using embeddings stored in a local Chroma vector database.
Manticore Search
Provides access to Manticore Search, an open-source database for real-time, full-text search.
Manticore Search
MCP server for Manticore Search — query and manage search database
Enhanced PubMed Search
A search server for PubMed, the biomedical literature database, using a pure Node.js implementation.
Schema Search
In-memory natural language schema search over database schemas
RewindDB
Interface with the Rewind.ai SQLite database to access audio transcripts and screen OCR data.
Qdrant MCP Server
Semantic code search using the Qdrant vector database and OpenAI embeddings.
PubMed Search
Search for biomedical literature from the PubMed database.
Epsilla
Integrates with Epsilla databases using pyepsilla to enable efficient creation, manipulation, and querying of vector data.
Albacore
Lightweight TypeScript server with Ollama integration that enables local text generation, embedding services, and optional Supabase database support for rapid…
Notion
Integrates with Notion to enable database and page operations, content management, and AI-powered analysis for enhanced productivity workflows.
Notion
Integrates with Notion workspaces to enable database operations, page management, block manipulation, and search functionality for seamless document creation…
InstantDB
Provides a robust InstantDB server for executing database queries, retrieving results, and serving code examples across admin, CLI, and data modeling contexts.
Qdrant Retrieve
Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable…
SQL Server
Provides a bridge to Microsoft SQL Server databases for executing queries, exploring schemas, and managing data through natural language interaction with…
Simosphere Ai
MCP integration examples for SIMOSphere AI — connect CRM, ERP, documents with AI agents. GDPR-compliant.
Qdrant Retrieve MCP Server
MCP server for semantic search with Qdrant vector database
Batchdata Mcp (real Estate & Contact Data)
BatchData MCP Server Connect your AI agents directly to the nation's most accurate property database. This server empowers LLMs to perform rigorous research…
HelloGrowth CRM MCP
HelloGrowth CRM MCP is an AI-powered CRM integration platform that enables secure AI access to CRM data, lead and customer management, deal tracking, task…
MCP Server Dataset Builder
# MCP Server Dataset Builder A comprehensive tool for building and maintaining a dataset of Model Context Protocol (MCP) servers. This tool automatically…
Building an AI-Powered MCP Server with Spring AI: Querying Product Data without APIs
This MCP server is built with Spring AI and Spring Boot to expose a Product table (with fields like name, code, quantity, and price) to AI assistants using the…
Deep Research MCP Server 🚀
MCP Deep Research Server using Gemini creating a Research AI Agent