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Trending AI Projects on GitHub

Track active open-source AI repositories across LLM, agent, MCP, RAG and coding topics, with stars and verified project facts.

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130 projects
Screenshot of MemPalace
MCP & Tool Calling

MemPalace

mempalace/mempalace

A local-first, open-source AI memory system that stores conversation history and project files as verbatim text for semantic retrieval, achieving 96.6% R@5 on LongMemEval without requiring LLMs or API calls.

★ 58K⑂ 7.5KPython
MITQ98
Agents & Multi-Agent

PageIndex: Vectorless, Reasoning-Based RAG for Long Documents

vectifyai/pageindex

PageIndex is a Python project for creating hierarchical document indexes and performing reasoning-based retrieval without a vector database or artificial chunking. It supports self-hosted processing of PDF and Markdown documents, with optional agentic RAG examples and hosted MCP/API services.

★ 35K⑂ 3.1KPython
MITQ98
Screenshot of OpenConnector
MCP & Tool Calling

OpenConnector

oomol-lab/open-connector

An open-source authentication gateway that connects over 1,000 SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI interfaces.

★ 4.1K⑂ 311TypeScript
Apache-2.0Q98
Screenshot of AstrBot: Open-Source AI Agent Assistant & Development Framework
MCP & Tool Calling

AstrBot: Open-Source AI Agent Assistant & Development Framework

astrbotdevs/astrbot

AstrBot is an open-source, all-in-one AI agent chatbot platform and development framework that integrates mainstream instant messaging platforms, large language models, plugins, and agent capabilities for building production-ready conversational AI applications.

★ 38.5K⑂ 2.7KPython
AGPL-3.0Q98
Screenshot of LightRAG: Simple and Fast Retrieval-Augmented Generation
RAG & Knowledge Systems

LightRAG: Simple and Fast Retrieval-Augmented Generation

hkuds/lightrag

A lightweight, graph-based retrieval-augmented generation (RAG) framework that uses a dual-layer architecture combining knowledge graphs and vector embeddings to deliver efficient indexing, low-cost incremental updates, and high-quality contextual retrieval.

★ 38.4K⑂ 5.4KPython
MITQ98
Screenshot of PaddleOCR — OCR and document intelligence
Multimodal AI

PaddleOCR — OCR and document intelligence

PaddlePaddle/PaddleOCR

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages

★ 87.8K⑂ 11.2KPython
Apache-2.0Q86
Screenshot of evals — Model evaluation framework
Evaluation, Observability & Safety

evals — Model evaluation framework

openai/evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks

★ 19.2K⑂ 3.1KPython
NOASSERTIONQ82

Page 10 / 11 · 130 projects

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