srclight
Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysi...
AI topic
Best RAG Tools
RAG (retrieval-augmented generation) connects your documents and data to LLMs. Browse frameworks and platforms below, then compare top picks for stack fit.
Top tools
459 tools · sorted by quality
reader-source
Open-source native macOS AI reading workspace for PDF, EPUB, and TXT with highlights, notes, book chat, and local-first storage. Download: r...
docsmint
Open-source knowledge base for people and AI agents. Rich-text editing, hybrid search, GraphRAG, and MCP. Self-host with Docker or use DocsM...
Brevia
Brevia · 言录(https://brevia.work): A minimal meeting recorder that stays on your device. Transcribe, distill with AI, remember—without the...
frai
Open-source toolkit for responsible AI: CLI + SDK to scan code, collect evidence, and generate model cards, risk files, evals, and RAG index...
silica-core
Retrieval tools for coding agents, no model in the loop: files, search, read, code_pack and write_note over the folder your session is opene...
KalamDB
KalamDB — a lightweight, real-time, storage-efficient SQL database. Designed for per-user data isolation and scalable performance — ideal fo...
mpibind
Pragmatic, Productive, and Portable Affinity for HPC
aiope
AIOPE — 70-tool on-device AI agent for Android. Linux terminal, realtime voice, browser automation, SSH, on-device RAG, dynamic UI, MCP. BYO...
llm-wiki-template
A reusable template for building personal LLM-maintained knowledge bases. Implements Karpathy's LLM Wiki pattern.
MediGenius
AI-powered multi-agent medical assistant with a deterministic safety layer — crisis detection, refused-topic hard-stops, dosage grounding, a...
onenote-mcp-server
Complete OneNote MCP Server for Claude Desktop - Access your entire OneNote knowledge base through AI with robust authentication and full AP...
ask-ripeseed
An AI Assistant to answer user queries based on your own knowledge base!
Kaimon.jl
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic...
RAG-LangChain-AI-System
🧠 A production-grade, agentic RAG platform for portfolio intelligence, combining LangChain, Chroma/FAISS, Hugging Face embeddings, and Olla...
agent-dispatcher
Repository retrieval and context engine for Claude Code and Codex: finds relevant code, reuses project knowledge, and pairs each task with s...
Rapid-Inbox
Self-hosted inbound email infrastructure with a high-performance C++ SMTP ingestion engine, local storage, and developer APIs.
openlivery
Open-source, white-label AI agent platform for agencies to deploy and manage branded WhatsApp agents across client accounts, with human hand...
EviNoteRAG
[EMNLP26] Welcome! 😊 This is the official code release of EviNote-RAG, and we’re happy to share it with the community.
modelship
Self-hosted, OpenAI-compatible inference for the agentic era: reasoning LLMs, universal tool calling, and the Responses API alongside embedd...
automatos-ai
Automatos AI: Open-source platform for advanced context engineering and multi-agent orchestration in enterprise automation. Built on frontie...
vyact
Vyact is an open-source, local-first personal AI workspace for llama.cpp, RAG, AI agents, document intelligence, and Google Workspace.
llm_cost_tracker
Rails-native LLM cost ledger: track spend by provider, model, and feature with self-hosted storage and budget guardrails.
asteria-agent
Local-first AI research assistant: plans sub-queries, searches the web, and writes fully cited reports. LangChain + LangGraph multi-agent +...
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