Octopus MCP Server
A high-performance, persistent knowledge base MCP server built with Rust. Supports local deployment with hybrid datastores like Qdrant, Neo4j, and Redis.
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Databricks MCP Server by CData
A read-only MCP server for Databricks, enabling LLMs to query live data without writing SQL.
Nile Postgres
Manage and query databases, tenants, users, auth using LLMs
Chroma MCP Server
An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated context recall and codebase indexing.
Amela MCP Memory Tool
A local, high-performance memory server for AI agents, built with SQLite, vector embeddings, and a knowledge graph. Packaged for npm and Docker.
Kollektiv MCP
Build and access a personal LLM knowledge base from your editor or client without any infrastructure setup.
qmcp Server
An MCP server for integrating with and querying q/kdb+ databases.
Engram
Persistent memory layer for AI agents with semantic search, consolidation, and cross-session intelligence via MCP.
OSV
Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
MySQL Server Pro
A MySQL server with CRUD operations, database anomaly analysis, and support for SSE and STDIO.
Alpha Vantage MCP Server
Enables AI agents and applications to access real-time and 20+ years historical financial market data through natural language queries.