Databases

Local RAG search over Obsidian vaults: SQLite hybrid search with local Ollama embeddings.

MCP Server for RAG documentation search with Qdrant and Ollama

Conversation workspace management MCP server for Amazon Q CLI with SQLite + FTS5 storage and real-time sync

Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

Conversation memory and workspace management MCP server for Amazon Q CLI with SQLite + FTS5 storage and real-time sync

A Model Context Protocol (MCP) server for Qdrant vector database with semantic search capabilities

A Model Context Protocol (MCP) server that provides RAG capabilities to Cursor using Qdrant.

MCP server for reading LlamaIndex documents stored in Qdrant vector database

The complete Qdrant MCP server: manage Qdrant Cloud (clusters, backups, API keys) and your vector data (collections, hybrid search, text memory) from Claude Code, Codex, Cursor or any MCP client.

Model Context Protocol (MCP) server for TigerGraph

A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility

MCP server for read-only SQL Server access via Windows Authentication

MCP server for Microsoft SQL Server databases

JDBCX MCP Server

Hardened, read-only Postgres MCP server with credential isolation

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

Project Manager MCP with SQLite database layer and atomic locking

A MCP server that helps access and query data in various popular databases

MCP server giving LLM agents a seven-verb API over papers, documents, code, personal state, patents, and cached web/Wolfram/YouTube tool calls — backed by PostgreSQL + pgvector

PowerMem MCP Server - Model Context Protocol server for PowerMem memory management