mcp GitHub repositories

nageoffer/ragent

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

★ 4.4K+11 todayJava

ronak-create/FableCut

Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI

★ 766+11 todayJavaScript

codexu/note-gen

Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.

★ 12.9K+11 todayTypeScript

ai-boost/awesome-harness-engineering

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

★ 5.0K+10 todayPython

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

Zchary1106/agent-interview-hub

AI Agent 工程师面试资料库 - 国内大厂面经、岗位要求、高频面试题

★ 837+10 todayHTML

llm machine-learning

off-grid-ai/OGAM

The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper speech-to-text, Stable Diffusion, tool calling, and local-network servers. Runs on your CPU, GPU, or NPU. No account, no API key, zero data leaves your device.

yilewang/llm-for-zotero

An open-source research agent system for your Zotero library.

★ 3.4K+10 todayTypeScript

mcp rag

Canner/WrenAI

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

NirDiamant/GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

repowise-dev/repowise

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

★ 7.9K+10 todayPython

ai mcp

cobusgreyling/loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

★ 11.6K+10 todayTypeScript

llm ai-agents

asheshgoplani/agent-deck

Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.

★ 1.2K+10 todayGo

0xsline/awesome-deepseek-harness

DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic.

★ 1.3K+10 todayPython

hetpatel-11/Adobe_Premiere_Pro_MCP

Adobe Premiere Pro MCP. Tools for AI-driven video editing via MCP, for Codex, Claude, and other MCP clients.

useLexora/Lexora

A self-evolved, sovereign desktop AI agent built for real-world action — beyond model wrappers and coding copilots. / 真实实践中自我演化的独立桌面 AI Agent。

★ 642+10 todayTypeScript

mcp skills

MemPalace/mempalace

The best-benchmarked open-source AI memory system. And it's free.

★ 59.8K+9 todayPython

MinishLab/semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

★ 6.3K+9 todayPython

mcp agents

alisaitteke/photoshop-mcp

MCP for Adobe Photoshop. 118 tools. Control from Cursor, Claude or custom LLMs.

chenxiachan/thoughtdag

Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context.

googleapis/mcp-toolbox

MCP Toolbox for Databases is an open source MCP server for databases.

★ 16.7K+9 todayGo

jeecgboot/JeecgBoot

【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

★ 48.3K+9 todayJava

flyteorg/flyte

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

★ 7.8K+9 todayGo

machine-learning python

moltis-org/moltis

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on your hardware.

★ 2.9K+9 todayRust

ComposioHQ/composio

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

★ 30.8K+8 todayTypeScript

RyanAlberts/best-of-Agent-Harnesses

🏆 Ranked list of 187 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.

ModelEngine-Group/nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

★ 6.1K+8 todayPython

labring/FastGPT

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

★ 29.9K+8 todayTypeScript

0xMassi/webclaw

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

Arindam200/awesome-ai-apps

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

★ 16.6K+7 todayPython

casdoor/casdoor

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD

★ 14.7K+7 todayGo

PrefectHQ/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

★ 28.2K+7 todayPython

mcp agents

google-antigravity/antigravity-sdk-python

A Python library for building AI agents that leverage the full power of Google Antigravity.

★ 3.9K+7 todayPython

Q00/ouroboros

Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.

NevaMind-AI/memU

Personal memory across agents

★ 14.6K+7 todayPython

mcp skills

karust/openserp

Self-hosted web search for AI agents and SEO. Google, Bing, Yandex, Baidu, DuckDuckGo & Ecosia, rendered in a real browser: ranked results and clean page Markdown. API, CLI, MCP 🎉

★ 1.5K+7 todayGo

llm ai-agents

nowork-studio/notfair-plugin

Open-source SEO, GEO, and marketing skills for AI agents.

★ 4.1K+6 todayPython

mcp agents

lemonade-sdk/lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

★ 6.0K+6 todayC++

samugit83/redamon

Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.

taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

0xNyk/awesome-hermes-agent

Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.

★ 5.9K+6 todayUnknown

IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

VoltAgent/voltagent

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

★ 10.9K+6 todayTypeScript

agent-sh/computer-use-linux

Native Linux desktop control for AI agents (MCP, Pi, CLI) — semantic AT-SPI trees, screenshots, window targeting, and input across GNOME, KDE, Hyprland, niri, COSMIC, i3, and X11.

★ 749+6 todayRust

awslabs/cli-agent-orchestrator

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

★ 1.5K+6 todayPython

intuitem/ciso-assistant-community

CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting. It supports 200+ global frameworks with automatic control mapping, including ISO 27001, NIST CSF, SOC 2, CIS, PCI DSS, NIS2, DORA, GDPR, HIPAA, CMMC, and more.

★ 4.5K+6 todayPython

OtterMind/Chat2DB

Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.

★ 28.3K+6 todayJava