OpenSearch MCP <> LLM Integration Guide
Step by step guide for integrating LLMs with OpenSearch MCP servers
Directory
Search MCP Servers
Elasticsearch MCP Server
A Model Context Protocol (MCP) server implementation that provides Elasticsearch interaction. It enables searching documents, analyzing indices, and managing a…
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…
Roam Research MCP Server
Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.
qdrant-mcp-local
ローカル環境でQdrantとMCP-server-qdrantを簡単に立ち上げるためのDocker Compose設定
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…
Zotero MCP
Read+write MCP server for Zotero with full write support — create items, manage collections, find and merge duplicates, import BibTeX
MySQL MCP Server v2
MySQL MCP Server v2 is a Model Context Protocol server that provides an interface to manage and query departmental budget information stored in a MySQL…
Unofficial Elasticsearch MCP Server
A production-ready Model Context Protocol (MCP) server that connects AI assistants like Claude Desktop to Elasticsearch clusters. This server provides…
powerplatform mcp/cli
A Model Context Protocol (MCP) server and standalone CLI for querying PowerPlatform / Dataverse environments. Supports multiple environments, entity metadata…
Universal Source Management System
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.
Memory Usage Dashboard
Provides a React-based dashboard for real-time monitoring and visualization of memory usage in MCP implementations, enabling developers to optimize performance…
Maven Tools
Enhanced Maven Central integration with intelligent caching, bulk operations, and version classification
MCP Notes
Integrates note-taking capabilities with AI models using TypeScript and DynamoDB for persistent memory and context management in applications.
Aml Watcher Mcp Server
AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic…
Ogham Mcp
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2%…
Kyomi
Kyomi MCP Server — query your data warehouse from Claude Code, Cursor, and any MCP client
Apache AGE MCP
MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch…
Postgres
Connects to PostgreSQL databases to enable secure, read-only SQL querying and resource exploration for data analysis applications
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.
MCP Foodguidecanada
A nutrition analysis platform integrating Canada's Food Guide recipes with Health Canada's official nutrition databases.
Webcam/Screenshot Capture
Enables capturing and analyzing live webcam images and screenshots for real-time visual context in AI applications.
Redis MCP Server
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
Discogs MCP Server
Access the Discogs API for music cataloging, search, and other database operations.