mksglu / context-mode
MCP server that keeps raw tool output out of AI coding agent context windows and persists session state across compaction.
mksglu / context-mode
mixelpixx / Konnect
Native KiCAD 10 plugin, shipped as a single Rust binary, that exposes 228 schematic, PCB layout, routing, and manufacturing tools to Claude and other MCP clients.
ZeroDayEvil / ai-security-tool
🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepSeek, OpenAI) for automated security workflows, CTF & DevSecOps. Cross-platform & Web UI.
heymrun / heym
Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.
activepieces / activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
VoidenHQ / voiden
Design, Test and Document APIs in plain Markdown. Compose Requests with API blocks. Reuse, Replace & Version everything just like code. Offline, Truly Git Native, No Lock-in.
PrefectHQ / fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
matlab / matlab-mcp-server
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.
awslabs / mcp
Open source MCP Servers for AWS
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.
akira-init1 / ChannelTerm
Shared terminal sessions for humans and AI agents, starting with serial and hardware debugging.
atilaahmettaner / tradingview-mcp
MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.
activeing123 / mcptoon
One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI：管所有 MCP 工具与技能，工具发现省 99.2% token。
googleapis / mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
dsphper / lanhu-mcp
⚡ 需求分析效率提升 200%！全球首个为 AI 编程时代设计的团队协作 MCP 服务器，自动分析需求自动编写前后端代码，下载切图
archestra-ai / archestra
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
matlab / simulink-agentic-toolkit
The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.
yzfly / Awesome-MCP-ZH
MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients
HelpCode-ai / anythingmcp
MCP gateway for AI agents: turn any REST/OpenAPI, GraphQL, SOAP or SQL API into MCP tools. 529 ready-made connectors (SAP, ERP, e-commerce) with RBAC, SSO, audit logs and a knowledge graph.
mcp-use / mcp-use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
davepoon / buildwithclaude
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw
GH05TCREW / pentestagent
PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.
zebbern / claude-code-guide
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!
openai / tunnel-client
Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet.
MCPJam / inspector
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
GoogleChromeLabs / webmcp-tools
This repository contains a suite of developer utilities and demos designed to support the adoption of the WebMCP API.
conorluddy / ios-simulator-skill
An IOS Simulator Skill for Agents. Use it to optimise their ability to build, run and interact with your apps, and to proxy xcodebuild to save token waste. Works with Claude, Codex, etc
breaking-brake / cc-wf-studio
CC Workflow Studio
ForeverToAI / AiPC
Give the agent "this" and he gets a real PC.
stacklok / toolhive
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
kitwright / unity-mcp
The Most Advanced MCP Server for Unity Editor
izzy-Ti / fayda-mcp
A Model Context Protocol (MCP) bridge connecting AI agents to Ethiopia's Fayda National ID (MOSIP eSignet) for zero-trust e-KYC and identity verification.
openops-cloud / openops
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
ArcadeAI / arcade-mcp
MCP Server Framework and Tool Development library for building custom capabilities into agents.
jonigl / mcp-client-for-ollama
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.
Bessouat40 / RAGLight
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
dragthelake / ambient-context
A menu bar app that keeps a written record of what you worked on.
OWASP / OWASP-MCP-Governance-and-Risk-Project
A practical governance framework for organizations adopting the Model Context Protocol (MCP), the open standard that lets AI agents connect to external tools, data sources, and systems.
nitrocloudofficial / nitrostack
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
mxsm / rocketmq-rust
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.
Zen4-bit / Proxima
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
bartolli / codanna
Local code intelligence MCP server and CLI for AI coding agents
itsmostafa / system-one-connector
System One MCP connector to evaluate anything fast and cheap. Give your AI agent direct access to models like: Jev, D1, CLM and Laya
AlgoNoRhythm / Flare
The graph based agentic IDE
xop01 / project-progress-mcp
make your ai track the progress of your project without drifting off
shitianfang / jev-use
Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to the LLM
neuronto / agentic-resource-discovery
Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic retrieval, and ARD-Bench.
INo-xious / stockbit-mcp
Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Repository Owners is busy with College Work, Updates might be delayed)
PyModel / jev-judge-mcp
Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, or escalate.
isabelpapaya / MCP-Server-Lighter
MCP server for Lighter — a Model Context Protocol server that lets Claude, Cursor and Cline query Lighter (lighter.xyz) volume, points, rank and airdrop eligibility in natural language. Read-only — public endpoints only, no keys. Unofficial community project, not affiliated with Lighter.
hypnguyen1209 / codex-free
Local MCP bridge server that turns ChatGPT into a Codex-like coding agent
taurus42119-stack / godkiller-mcp
Your coding agent gaslights you. GODKILLER doesn't. Disk gates > vibes. claim_done only after verify.
shriramkv / mcp-tool-catalog
Generate human-readable Markdown or HTML docs for any MCP server's tools.
feder-cr / invisible_playwright_mcp
Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.
benmaster82 / Kwipu
Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.