Vector Search

Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.

Model Context Protocol server for the San Diego Municipal Code, bulletins, permits, and zoning data. Built by Estate Atlas.

Cohere-compatible pay-per-call reranker, no signup, x402/USDC

Model Context Protocol server for Rosetta (Enterprise Engineering Governance and Instructions Management System)

Self-hosted codebase intelligence platform — graph + vector indexing with MCP tools for IDE-embedded LLMs

Tool selection, Cohere-compatible reranking, and on-chain pricing-truth for agents

A Model Context Protocol server for research assistance with ChromaDB vector storage

A Model Context Protocol server for research assistance with ChromaDB vector storage

Shared persistent memory for Claude Code, Gemini CLI, Cursor, and any MCP-aware AI client. Local-first, brain-swappable.

Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.

Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

A generic RAG MCP server with pluggable embedding providers and vector stores

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

RAG MCP Server for document search and retrieval

MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing

This is a local rag-mcp solution with chromadb using langchain and docling

Rag Knowledge MCP Server by MEOK AI Labs

Rag Knowledge Graph MCP Server by MEOK AI Labs

MCP Server for RAG documentation search with Qdrant and Ollama

Intelligent CLI-based Project Context Engine with MCP server support