RAG

SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

Knowledge retrieval tool operating according to the Model Context Protocol (MCP)

Local-first hybrid memory with zvec + FTS + MCP

MCP server for retrieval augmented extraction from sqlite

MCP server for EdgeQuake Graph-RAG — use EdgeQuake as persistent agent memory

MCP server combining TODO tracking with external memory (Graph-RAG) for AI agents. Track tasks hierarchically while storing rich context in associative memory networks.

Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval.

Semantic site search and MCP retrieval for SvelteKit static sites

A high-performance local MCP server for semantic code search, summarization, and RAG.

Modern, accessible chat widget for Pindai.ai

MCP server for Wiki.js knowledge-base read/write operations

Advanced AI deep research assistant using Mastra's workflows and agent capabilities. Creates an interactive, human-in-the-loop research system that allows users to explore topics, evaluate results, and generate comprehensive reports.

Godspeed RAG agent

Typed client for the GraphMem knowledge graph API

Local-first documentation and code indexer with HTTP/MCP search, AST, and agent memory.

Foundational infrastructure for the Aliança Code governance platform

vexp CLI — AI context engine for developer tools

⚙️ Core pipeline for FlowRAG - indexing and querying with dual retrieval (vector + graph)

282 India-first MCP tools for AI agents — GST, e-Invoice, VAHAN, container tracking, fleet, banking & more

Integra NotebookLM con agentes de IA usando MCP. Instalador interactivo.