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OpenSearch MCP <> LLM Integration Guide
Step by step guide for integrating LLMs with OpenSearch MCP servers
Database MCP Servers Setup Guide
This guide explains how to set up Model Context Protocol (MCP) servers for various AWS database services—Amazon RDS MySQL, DocumentDB, DynamoDB, Redshift, and…
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…
Pocketbase
# pocketbase-mcp [](LICENSE) [
Geneontology Mcp Server
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) data, enabling AI systems to perform ontology-based analysis, gene annotation…
DROMA MCP Server
A Model Context Protocol (MCP) server for DROMA (Drug Response Omics association MAp) - enabling natural language interactions with drug-omics association…
Octonet Mcp
1 MCP server, 13 databases, zero config. Connect AI agents to PostgreSQL, MySQL, MongoDB, SQLite, Oracle, SQL Server, DB2, SAP HANA, MariaDB, CockroachDB…
MongoDB MCP Server by CData
This read-only MCP Server allows you to connect to MongoDB data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first…
RAG MCP Server（RAGDB)
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
mcp-server-mariadb-vector
The mcp-server-mariadb-vector server provides tools that LLM agents can use to interact with a MariaDB database with vector support. It gives users a natural…
MCP (Model Context Protocol) Server
# MCP (Model Context Protocol) Server ## Project Structure ``` ├── client.py # Client-side interaction script ├── server.py # Main MCP server implementation…
Elasticsearch MCP Server
A Model Context Protocol (MCP) server implementation that provides Elasticsearch interaction. It enables searching documents, analyzing indices, and managing a…
db-view-mcp
MCP server that gives AI assistants direct access to PostgreSQL and ClickHouse databases. Supports stdio and HTTP transports.
Model Context Protocol (MCP) Server for Local MySQL
Quick little template for a local MCP MySQL server.
Gas Oracle X402
Live gas prices with gwei tiers, USD cost estimates, and congestion level. Time your transactions perfectly. -- x402 micropayment API + MCP server for AI agents
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 Server × PostgreSQL on MIMIC‑IV
# MCP Server × PostgreSQL on MIMIC‑IV > **Project goal:** Evaluate whether a Model Context Protocol (MCP) Server layered on Azure Database for PostgreSQL can…
MCP Pinecone Vector Database Server
# MCP Pinecone Vector Database Server This project implements a Model Context Protocol (MCP) server that allows reading and writing vectorized information to a…
Postgres Mcp
A lightweight MCP (Model Context Protocol) server built to query Postgres database. It provides comprehensive tools for database operations, table…
MCP Server Postgres
MCP Server with PostgreSQL, uV Python, and AutoGen AI Overview This project is a modular backend server built with uV Python, powered by PostgreSQL for data…
Npx Y convex@latest mcp start
The open-source reactive database for app developers
whatsapp-mcp
Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…
Opensearch Mcp Server Py
 - [OpenSearch MCP…