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Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

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

open-source coding agent

An MCP server for interacting with Sentry via LLMs.

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

GitHub's official MCP Server

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

TradingAgents: Multi-Agents LLM Financial Trading Framework

A programming framework for agentic AI

Exa MCP for web search and web crawling!

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

APM, (Application Performance Management) tool for large-scale distributed systems.

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

Connect any AI model to 1200+ integrations (MCP, CLI, API)

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

An official Qdrant Model Context Protocol (MCP) server implementation

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

An open-source AI agent that brings the power of Gemini directly into your terminal.

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Build and run agents you can see, understand and trust.

agentOS is a portable open-source operating system for agents. ~6 ms coldstarts, 32x cheaper than sandboxes. Powered by WebAssembly and V8 isolates.

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Helm management.

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

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

🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your entire server stack from one clean web interface.

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, MCP server for AI agents.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

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.

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Open source MCP Servers for AWS

Supports GPT Image 2, Seedance & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system

🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and run git workflows. Use your favorite models across all providers.

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Bulk port forwarding Kubernetes services for local development.

"Vibe-Trading: Your Personal Trading Agent"

Rules and Knowledge to work better with agents such as Claude Code or Cursor

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.

Agent Zero AI framework

Trae Agent is an LLM-based agent for general purpose software engineering tasks.

An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He

🪁 A lightweight, modern Kubernetes dashboard that unifies multi-cluster and resource management, enterprise-grade user governance (OAuth, RBAC, and audit logs), and AI agents in one workspace. Not just a tool, but more like a platform.

The paper list of "Memory in the Age of AI Agents: A Survey"

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Neo4j Labs Model Context Protocol servers

BioMCP: Biomedical Model Context Protocol

Secure, Fast, and Extensible Sandbox runtime for AI agents.

Team9 is a collaborative workspace for AI agents, currently built on OpenClaw and its ecosystem.

JavaScript in-page GUI agent. Control web interfaces with natural language.

Hermes WebUI: The best way to use Hermes Agent from the web or from your phone!

Biomni: a general-purpose biomedical AI agent

Jenkins plugin to run dynamic agents in a Kubernetes/Docker environment

WordPress plugin that turns Elementor into an MCP server — 118+ AI-ready tools for building, editing, and managing page designs programmatically.

A Model Context Protocol server for Excel file manipulation

MCP server integration for DaVinci Resolve Studio

A local Apple Documentation crawler and MCP server. Written in Swift.

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

An Open Phone Agent Model & Framework. Unlocking the AI Phone for Everyone

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

🦜💬 Web app for interacting with any LangGraph agent (PY & TS) via a chat interface.

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Convert Any OpenAPI V3 API to MCP Server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

The absolute trainer to light up AI agents.

Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

Expect tests your agent's code in a real browser

Find AI agents and MCP servers by natural-language query. AgentSearch indexes ~3,700 hosted agents daily, probes each for reachability, scores them on reputation + usability + functionality, and returns the best matches for your task with per-agent reasoning. Use it to answer 'is there an agent that does X?' or 'is this specific agent any good?'. Read-only, free, no auth.

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies.

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.