Tag: #mcp
293 packages • ⭐ 759,859 total stars
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Production-ready platform for agentic workflow development.
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effo
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Chrome DevTools for coding agents
🚀 The fast, Pythonic way to build MCP servers and clients.
Build and run agents you can see, understand and trust.
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
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
Streaming music player that finds free music for you
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
MCP server to provide Figma layout information to AI coding agents like Cursor
MCP Toolbox for Databases is an open source MCP server for databases.
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
Official MCP Servers for AWS
A community driven registry service for Model Context Protocol (MCP) servers.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
MCP Server for Computer Use in Windows
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
MCP server for Atlassian tools (Confluence, Jira)
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
Exa MCP for web search and web crawling!
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
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 you
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
Stop prompting. Start specifying.
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
MCP Server para 41 APIs públicas brasileiras
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
The Context Optimization Layer for LLM Applications
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
Connect AI models like Claude & GPT with robots using MCP and ROS.
A single interface to use and evaluate different agent frameworks
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
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 automa
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.
OpenTelemetry Instrumentation for AI Observability
Scan MCP servers for potential threats & security findings.
The best way to create, deploy, and share MCP Servers
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
A local Apple Documentation crawler and MCP server. Written in Swift.
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
MCP Server for SearXNG
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
A MCP (Model Context Protocol) server for interacting with dbt.
Vibecoding 系列教程：从环境搭建到多智能体协作，涵盖 MCP、Skills、Agent 分工治理
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
BioMCP: Biomedical Model Context Protocol
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Give your AI agents persistent memory.
Create a plan from a description in minutes
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
All-in-one terminal workspace — local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG,
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
Browser automation clicks buttons. OpenTabs calls APIs.
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
A SEC EDGAR MCP (Model Context Protocol) Server
Compact, efficient, and extensible long-term memory for LLM agents.
Tableau's official MCP Server. Helping Agents see and understand data.
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
The engine powering hundreds of thousands of MCP connections 🤖 🔥
A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
Your AI assistant that never forgets and runs 100% privately on your computer. Leave it on 24/7 - it learns your preferences, helps with code, manages your health goals, searches the web, and connects
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
A comprehensive set of samples of creating and using MCP servers and clients with .NET
The Google Ads MCP Server is an implementation of the Model Context Protocol (MCP) that enables Large Language Models (LLMs), such as Gemini, to interact directly with the Google Ads API.
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.
QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
A modular MCP server that provides commonly used developer tools for AI coding agents
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
A unified agent orchestration hub that lets you configure and manage multiple AI agents (native, ACP, AGUI, Claude Code) via YAML, and exposes them through standardized protocols (ACP/OpenCode Server)
The open-source TypeScript SDK for running AI coding agents in sandboxes. One unified API — swap agents and infrastructure providers without changing your code.
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Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
MCP server for token-efficient large document analysis via the use of REPL state
Agentic Coding Rules, Templates etc...
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
Wanaku MCP Router
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
Security guardrails for Claude Code, MCP tools, and Claude cowork workflows. Local-first modular YARA-style guard packs for secrets, exfiltration, prompt injection, MCP abuse, and risky agent actions.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices
Portable multi-agent AI developer setup for Claude Code + Ollama. Role-based local LLM orchestration via Bash — plan, code, review, commit. Zero Dependency. Works with any language stack.
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发、Curs
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
The @aws/nx-plugin is a collection of code generators that automate the creation and configuration of cloud-native applications using AWS, TypeScript, Python and React within the Nx development ecosys
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
A comprehensive MCP server for Metabase with 70+ tools.
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes A
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
🚀 MCP server for Dynamics 365 Finance & Operations with standard and custom indexed X++ objects. Provides IntelliSense-like code navigation, intelligent EDT suggestions, AI-driven table/form generati
A comprehensive MCP server for Gradle.
🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
Open-source security platform for AI agents -- audits skills before install, monitors 24/7, shares threat intelligence across all users. | AI Agent 開源安全平台 -- 安裝前審計 skill、24/7 即時監控、社群共享威脅情報。
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.
The Developer's Guide to AI - A Field Guide for the Working Developer
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ｜ 長期記憶やペルソナ、ツール連携を完備。 次世代の「自律型AIエージェント」Discordボット！
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and more
Pan by Euraika — a self-hosted AI workspace for Hermes Agent. Chat, skills, extensions, memory, profiles, and runtime controls.
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik — 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
Agent Interface Discovery
🌌 Explore 255+ essential skills for AI coding assistants like Claude Code and GitHub Copilot to enhance your development workflow.
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
SmartBear's official MCP Server
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video (coming soon)
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
comprehensive Discord selfbot MCP server using discord.py-self
AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open s
EdgeCrab 🦀 A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw — Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
MCP server for Copilot Money App - AI powered personal finance queries using local data
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https:
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
MCP bridge giving Claude Code full IDE integration — 25+ tools for LSP, debugging, terminals, Git, GitHub, diagnostics, and more. Works with VS Code, Windsurf, Cursor, and Antigravity.
High-performance zero-dependency L4/L7 load balancer written in Go. Single binary with Web UI, clustering, MCP/AI integration. 8.5K RPS, 39 E2E tests.
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Autonomous AI agent built on Claude Code Channels — scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord
Monitor and visualize your Claude Code API interactions with Claude Code Proxy. Easily set up a transparent proxy and live dashboard. 🛠️🚀
Your machine's AI brain. One 20MB binary gives every tool, script, and cron job shared AI memory + 114 API routes. Desktop app, CLI, Telegram — all connected. Rust-powered.
Security intelligence API and MCP server for AI agents. 25 tools, 35+ endpoints: CVE/EPSS/KEV, domain recon, SSL, IP reputation, threat intel, email security, code scanning. Free, no signup.
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, ga
Describe it or draw it. Kiln makes it real. — 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized
An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
Open-source security tools for AI agents. Find vulnerabilities, fix root causes, prove compliance.
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Wo
Remote MCP server for ChromaDB
A productive AI coworker that learns, self-improves, and ships work.
Claude Code plugin for AI-driven Smalltalk (Pharo) development
📝 Enhance your academic writing with tailored AI prompt templates and practical agent skills to boost efficiency and reduce repetitive tasks.
🚀 Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
Persistent, deterministic, and user-managed project memory for vibe coding.
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal or Telegram.
📱 Monitor your AI conversations and model quotas effortlessly with Antigravity Mobile, a mobile-friendly dashboard for Antigravity IDE.
Ham radio & GMRS gateway, repeater and packet radio — bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
Turn Claude Code from a chat assistant into an autonomous coding system
🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
macOS secrets manager with Touch ID. Stores API keys in the Keychain, detects AI agents, delivers secrets via encrypted handoff. Free, open source, local-only. A dotenv alternative for developers.
AI-indexed portfolio and CV site with machine-readable profile data, evidence-backed case studies, verification signals, and a live MCP endpoint for agent access.
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
🎨 Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
A MCP server to use StatCAN data
💰 Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
🌐 Develop WebGPU-enabled Three.js applications with TSL for advanced shading, materials, and post-processing effects in your projects.
🚀 Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
🚀 Host n8n on Oracle Cloud Free Tier using Docker, secure it with Nginx and HTTPS, and connect via a custom domain with this straightforward guide.
🛒 Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
🔌 Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.
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🧠 Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
Enable autonomous AI workflows with a local-first, zero-trust Rust framework for high-performance multi-agent orchestration and deterministic execution.
Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.
Enhance file search on Windows by integrating Everything search service with a fast and simple replacement search tool.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
Self-hosted autonomous AI agent — runs on your PC, controls your environment, connects to any MCP server.
Lightweight, modular AI agent runtime — thinks (Hrafn) and remembers (MuninnDB) 🐦⬛
A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
Multi-LLM agent orchestration TUI — parallel Claude/Gemini/Codex sessions, 126 MCP tools
Decentralized coordination protocol for autonomous agents
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
Glassmorphic web interface for Hermes Agent — your self-hosted AI assistant
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants — enabling instant, natural language search and deep repository
Claude Code skills collection — CCA study guides, Twitter research, MCP review, auto-iteration tools
🚀 Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
🤖 Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
🔍 Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
🚀 Migrate your WordPress projects to PHP 8.x effortlessly with structured support for new features and backward compatibility strategies.
🛠️ Enhance agent capabilities with Wondel.ai Skills, offering a suite of plugins for product strategy, UX design, marketing, sales, and innovation.
🛠 Enhance WordPress UX with skillful design practices focused on Core Web Vitals, mobile-first design, and seamless navigation.
🛠️ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
📋 Empower AI agents to autonomously manage projects with a filesystem-based Kanban system for efficient task tracking and documentation.
🤖 Connect DingTalk with OpenClaw Gateway for AI-driven chat responses and session management using a bot or DEAP Agent integration.
🦞 Configure Clawdbot for Feishu with three simple commands, enabling your AI assistant to work seamlessly within the platform without the need for public access.
🛠️ Manage and sync your coding skills across multiple AI tools with this cross-platform desktop app for streamlined organization and efficiency.
🪝 Customize and deploy ready-to-use hooks for Claude Code, enhancing safety, automation, and notifications in your projects.
🚀 Explore high-quality skills for SpoonOS, Web3, AI productivity, and enterprise tooling with 57+ curated Python scripts across multiple challenge tracks.
🌐 Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
🖼️ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.
🛒 Enable AI agents to shop for users seamlessly, protecting your brand and data while streamlining commerce across any platform.
🤖 Enhance customer support with an AI chat platform that delivers intelligent, context-aware responses through a seamless full-stack solution.
🌟 Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
🧭 Discover and navigate AI Agent Skills with Awesome-Agent-Skills, your go-to resource for Claude, OpenAI, and MCP Servers.
🚀 Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.
📧 Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
🌐 Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
🧹 Simplify your MCP servers with mcp-tidy, clearing server bloat to enhance performance and improve tool selection in Claude Code.
🗂️ Manage your tasks easily with TaskFlow, a minimal Node.js application that supports adding, viewing, completing, and deleting tasks while saving data as JSON.
🌐 Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
🔍 Ask questions about your shop data in natural language and get instant answers about appointments, customers, and repair orders with Tekmetric MCP.
Enhance your AI coding assistant by injecting curated design patterns, best practices, and architecture guidance for production-ready code.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
Analyze NSE/BSE stocks using AI-driven technical indicators, position sizing, and risk management tools directly within your terminal.
Scan AI artifacts like agent skills and config files for security risks, privacy issues, and instruction-level attacks with a Python CLI tool.
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
Prepare for the AZ-104 exam with guided labs, practice questions, and resources tailored for Azure Administrator Associate certification success.
Build and manage AI-driven workspaces using Next.js, React, and TypeScript with customizable UI and MIT licensing.
Implement a three-layer memory system for Claude Code to enhance AI retrieval, organization, and querying with automatic and on-demand layers.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
Audit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.
Track and analyze Claude Code usage, costs, and sessions locally with Claud-ometer for full data control and clear insights.
Implement a contract-first dev workflow that plans, runs, verifies, and fixes code tasks for reproducible, auditable, and verifiable development.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
🎬 Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDance’s model.
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
UK due diligence MCP server — Companies House, corporate research, compliance checks
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
⚡ Real-time token, context & agent dashboard for Claude Code — zero polling, pure stdin
Open infrastructure/control plane for Unchained
An AI guardian that remembers, watches, and acts.
开源牛子 Rust-first local coding-agent CLI with a local /v1/threads server, plugins/skills, and Python/TypeScript SDK alphas.
MCP Server for publicly available real-time Indian Mutual Funds data
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
An open-source SSPM tool written in Go