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…
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🧠 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
Qdrant MCP Server
A dual-protocol server that provides both FastAPI and FastMCP clients for accessing Qdrant knowledge graph operations. It is designed for developers who need…
Meilisearch
Interact & query with Meilisearch (Full-text & semantic search API)
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.
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…
Crunchbase MCP Server
[](https://mseep.ai/app/cyreslab-ai-crunchbase-mcp-server…
Airtable
# Airtable Airtable is the database and operations layer for your agents — whether running product, marketing, sales, ops, HR, or a custom business app. It…
Generect
Generect MCP connects your live lead database directly to AI models like OpenAI or Claude without exports or delays. It streams enriched, up-to-date contact…
Tiny Chat
This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.
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.
World ID and MiniApps Documentation
Provides AI access to World ID and MiniApps documentation through vector search capabilities, enabling developers to retrieve relevant technical information…
N8N Workflow Summarizer
Transforms complex n8n workflow JSON files into clear markdown summaries, extracting nodes, connections, and functionality while generating conceptual Python…
Research Notion
Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.
MCP (Model Context Protocol) Server
# MCP (Model Context Protocol) Server ## Project Structure ``` ├── client.py # Client-side interaction script ├── server.py # Main MCP server implementation…
Snowflake Cortex MCP Server - NodeJS
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client…
MCP MongoDB Integration
This project demonstrates the integration of MongoDB with the Model Context Protocol (MCP) to provide AI assistants with database interaction capabilities.
Grist
Grist is a flexible spreadsheet-database. The Grist MCP server lets agents work across your team sites and documents: list and query records, add or update…
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…
bigquery-mcp
An MCP server to help AI Agents inspect the contents of a BigQuery warehouse
Database Mcp
Database Mcp is an MCP (Model Context Protocol) service that provides database capabilities through GORM, supporting multiple database types including MySQL…
MCP Server for MySQL based on NodeJS
# MCP Server for MySQL based on NodeJS [](https://smithery.ai/server/@benborla29/mcp-se…