Tag: #mcp
468 packages âĸ â 886,618 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 â to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level â 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
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
Playwright MCP server
đ 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 âĸ (~400 MCP servers for AI agents) âĸ AI Automation / AI Agent with MCPs âĸ AI Workflows & AI Agents âĸ MCPs for AI Agents
Official, Anthropic-managed directory of high quality Claude Code Plugins.
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 Toolbox for Databases is an open source MCP server for databases.
MCP server to provide Figma layout information to AI coding agents like Cursor
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Official MCP Servers for AWS
Write HTML. Render video. Built for agents.
Build autonomous AI agents in Python.
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)
Learn it. Build it. Ship it for others.
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 â 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
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.
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
Stop prompting. Start specifying.
Security scanner for AI agents, MCP servers and agent skills.
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
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
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.
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
The Context Optimization Layer for LLM Applications
Model Context Protocol (MCP) server for Kubernetes and OpenShift
MCP Server para 41 APIs pÃēblicas brasileiras
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.
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Connect AI models like Claude & GPT with robots using MCP and ROS.
A single interface to use and evaluate different agent frameworks
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
Every meeting, every idea, every voice note â searchable by your AI. Open-source, privacy-first conversation memory layer.
Conversation memory SDK â query meeting transcripts, decisions, and action items from any AI agent or application
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Natural (2-way) voice conversations with Claude Code
đĒ đ§ Model Context Protocol (MCP) Server for Jupyter.
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
OpenTelemetry Instrumentation for AI Observability
An AI agent for internationalization
Scan MCP servers for potential threats & security findings.
The best way to create, deploy, and share MCP Servers
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
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
MCP Server for SearXNG
đ Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
A local Apple Documentation crawler and MCP server. Written in Swift.
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
LetsFG MCP Server â 200 airline connectors running locally + enterprise GDS/NDC APIs. Flight search & booking for Claude, Cursor, Windsurf, and any MCP-compatible AI agent.
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All-in-one terminal workspace â 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,
MeiGen-AI-Design-MCP â 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.
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++.
Security auditor for AI agent configurations. Scans Claude Code setups for vulnerabilities, misconfigs, and injection risks.
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. đĄī¸
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.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
BioMCP: Biomedical Model Context Protocol
Cognitive memory for AI agents â FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
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.
A jq-like Markdown query language for command-line processing
Give your AI agents persistent memory.
Browser automation clicks buttons. OpenTabs calls APIs.
Create a plan from a description in minutes
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
MCP server for Coolify â 38 optimized tools for managing self-hosted PaaS through AI assistants
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
Self-evolving AI agent orchestration framework with Model Context Protocol support
Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)
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
Tableau's official MCP Server. Helping Agents see and understand data.
Compact, efficient, and extensible long-term memory for LLM agents.
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
The engine powering hundreds of thousands of MCP connections đ¤ đĨ
OKX trading MCP server â connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
MCP Server for app automation - Give your AI Agent eyes and hands inside any app (Flutter, React, Web, Native)
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
Linter for AI agent configurations. Validates SKILL.md, CLAUDE.md, hooks, MCP, and more.
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
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 comprehensive set of samples of creating and using MCP servers and clients with .NET
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
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
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)
Hands-on workshop: Build a multi-agent AI system from scratch â Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video (coming soon)
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
QuickDesk is the first AI-native remote desktop â an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
The open-source TypeScript SDK for running AI coding agents in sandboxes. One unified API â swap agents and infrastructure providers without changing your code.
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.
No description
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern â implemented and shipped.
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 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)
A modular MCP server that provides commonly used developer tools for AI coding agents
Token-efficient browser MCP server â structured web pages for AI agents, not raw accessibility dumps
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Agentic Coding Rules, Templates etc...
Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)
MCP server for token-efficient large document analysis via the use of REPL state
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
Wanaku MCP Router
A lightweight AI agent framework for vertical domain applications | éĸååååēį¨įčŊģéįē§ AI Agent æĄæļ
Local-first AI agent memory â one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" â solo operator managing 137 devices
Open source AI agent CLI with executor framework (a8e, Claude Code), gateway relay, MCP support, and scrolling TUI
Portable multi-agent AI developer setup for Claude Code + Ollama. Role-based local LLM orchestration via Bash â plan, code, review, commit. Zero Dependency. Works with any language stack.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
Cesium MCP Runtime Server â AI Agent éčŋ MCP å莎ææ§æĩč§å¨ Cesium
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
Experimental and pre-release tools for .NET MAUI
CLI, MCP server, and npm library that turns any website into an API â no docs, no SDK, no browser.
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
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Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
[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
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
Claude Code extension manager â MCP servers, plugins (skills, hooks, agents), and marketplaces
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type â from any MCP client.
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
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
A comprehensive MCP server for Metabase with 70+ tools.
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
đī¸ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject native Track Changes (w:ins, w:del) and Comments without breaking formatting. Includes Model Context Protocol (MCP) Server
AI agent memory & session orchestrator for MCP â persistent KV-Cache, Soul Board, immutable Ledger
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
Sage Mode for F# development â REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents đ¤ (supports secure token auth & more - use with npx or docker!)
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
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
High-performance capability authorization engine for AI agents. Cryptographically attenuated warrants, task-scoped authority, verifiable offline. Rust core.
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
Pan by Euraika â a self-hosted AI workspace for Hermes Agent. Chat, skills, extensions, memory, profiles, and runtime controls.
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
đ 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
đ The open-source Wikipedia of AI â 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegram, and Discord, plus a service mode for 24/7 runs. Imports from OpenClaw.
Browser-adapted MCP TypeScript SDK - Dynamic tool registration for W3C Web Model Context API and AI agent integration
Self-hosted AI Agent Memory + Code Intelligence Platform â one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
đ¤ MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
A comprehensive MCP server for Gradle.
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
OneKey Gateway CLI and SDK for routing AI agent, MCP, Skills and LLM requests by DeepNLP x AI Agent A2Z
The Control Plane for MCP â secure vault, managed runtime, audit trail, and policy-based approvals.
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
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
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
Open-source security platform for AI agents -- audits skills before install, monitors 24/7, shares threat intelligence across all users. | AI Agent éæēåŽå ¨åšŗå° -- åŽčŖåå¯Šč¨ skillã24/7 åŗæįŖæ§ãį¤žįž¤å ąäēĢå¨č æ å ąã
đŦ The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
EdgeCrab đĻ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw â Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
Lightweight persistent memory system for Claude Code â FTS5 search, episode batching, error-triggered recall
Code intelligence graph â MCP server + AI agent skills + visualization UI
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
å°įŖå¸æŗéĸå¤æąē + å ¨åæŗčĻčŗæåēĢ MCP server ¡ Query Taiwan legal data from any MCP AI agent
An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
Obsidian vault intelligence
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! īŊ éˇæč¨æļãããĢãŊããããŧãĢéŖæēãåŽåã æŦĄä¸äģŖãŽãčĒåžåAIã¨ãŧã¸ã§ãŗããDiscordãããīŧ
AI agent integration for Frigg Framework
Enterprise-grade distributed AI agent framework | Develop â Deploy â Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
MCP bridge giving Claude Code full IDE integration â 25+ tools for LSP, debugging, terminals, Git, GitHub, diagnostics, and more. Works with VS Code, Windsurf, Cursor, and Antigravity.
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
đ Explore 255+ essential skills for AI coding assistants like Claude Code and GitHub Copilot to enhance your development workflow.
MCP server for Kaseya Autotask PSA â 39 tools for companies, tickets, projects, time entries, and more
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik â 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
MCP server for Copilot Money App - AI powered personal finance queries using local data
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
Agent Interface Discovery
Glassmorphic web interface for Hermes Agent â your self-hosted AI assistant
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
SmartBear's official MCP Server
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
An MCP server for interacting with a Trilium instance
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
A lightweight coding agent that runs in your terminal.
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
MCP server for Tank - scan and publish AI agent skills from your editor
Keryx: The Fullstack TypeScript Framework for MCP and APIs
comprehensive Discord selfbot MCP server using discord.py-self
Automate ChatGPT registration and extract OAuth access_token and refresh_token with email handling, Sentinel bypass, and PKCE capture
Multi-agent code review mesh â orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch r
AI Constraint Engine by Sandeep Roy â 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
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:
MCP tool management and workflow proxy
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.
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
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.
ToolHive's registry catalog of MCP servers
Describe it or draw it. Kiln makes it real. â 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions
Autonomous AI agent built on Claude Code Channels â 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. đ ī¸đ
Self-improving agent governance: đ/đ â Pre-Action Gates that block repeat AI mistakes. Stop paying for the same mistake twice.
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 â all connected. Rust-powered.
Provider-agnostic AI orchestration for VS Code. Intelligent workspace analysis, Code Execution MCP server, and project-adaptive multi-agent workflows â all natively integrated into VS Code.
The AI agent you're supposed to break. 14 agents, 12 vulnerability categories, zero consequences.
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.
Open-source security tools for AI agents. Find vulnerabilities, fix root causes, prove compliance.
Foundational AI agent metacognitive skills and workflows for the Adamic ecosystem.
éŖäšĻ à Cursor MCP Server â éčŋéŖäšĻä¸ AI Agent åŽæļæ˛é
Zero-dependency CLI for cross-model AI agent communication setup
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
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.
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
A productive AI coworker that learns, self-improves, and ships work.
Give any AI agent access to your Obsidian vault over MCP
Remote MCP server for ChromaDB
MCP server for Google NotebookLM â 32 tools for notebooks, sources, research, and studio content generation
Local First AI SEO Software on Nix, FastHTML & HTMX
đ Enhance your academic writing with tailored AI prompt templates and practical agent skills to boost efficiency and reduce repetitive tasks.
Claude Code plugin for AI-driven Smalltalk (Pharo) development
Local-first Agentic Memory Layer for MCP Agents âĸ 25 tools âĸ Hybrid search (FTS5 + vector + MMR) âĸ GDPR âĸ 100% local
Persistent, deterministic, and user-managed project memory for vibe coding.
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
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write â before data enters your pipeline.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
đ Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
AI coding agent for your terminal, implemented in pure Rust
MCP server for Elgato Stream Deck control â set buttons, manage pages, wire actions
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
MCP server for elisym - AI agent discovery, jobs, and payments
MCP server for AvatarBook â autonomous AI agent social platform
Unofficial MCP server for Mistral AI developer docs and API reference. One public URL, no auth, works in every MCP client.
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal or Telegram.
The API layer for AI agents. Dashboard + 22K APIs + 18 Direct Call providers. MCP native.
AI-powered job search automation â evaluate offers, generate ATS-optimized CVs, scan portals, negotiate, and track applications. One config drives OpenCode, Cursor, Claude Code, and Codex. Free end-to
Graph-based workflow enforcement and persistent memory for AI coding agents. Define structured workflows in YAML. Enforce them at tool boundaries via MCP. Build a persistent knowledge graph that grow
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.
Turn Claude Code from a chat assistant into an autonomous coding system
Build custom WhatsApp AI agents with Claude Code in under 30 minutes, no coding needed.
đą Monitor your AI conversations and model quotas effortlessly with Antigravity Mobile, a mobile-friendly dashboard for Antigravity IDE.
Chronos is visual AI agent builder - tailored for self-hosted deployments and observability
MCP server for Deckpipe â create, edit, and export slide decks from any AI agent
AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.
Elevate your AI assistants by configuring them for any role or workflow. Explore the primitives that unlock their full potential.
Self-evolving Claude Code wrapper â handles any computer work a human can do. 94+ skills, 14 agents, computer use, self-improvement.
đ ī¸ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
Centralized repository for public facing plugins
Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf
AI agent platform and MCP server â knowledge packs, AI agent tools, workflow automation, and CLI
Video editing MCP server for AI agents. 83 tools, 858 tests collected, 3 interfaces. Works with Claude Code, Cursor, and any MCP client. Local, fast, free.
AI agent platform with multi-thread orchestration, MCP integrations, and dashboard
Ham radio & GMRS gateway, repeater and packet radio â 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
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
MoFlo â AI agent orchestration for Claude Code. Forked from ruflo/claude-flow with patches applied to source, plus feature-level orchestration.
Three-tier AI agent MCP orchestration system: Chancellor (Opus), Executor (Sonnet), Aide (Haiku)
MCP server exposing public instruction workflows as tools, backed by hidden AI agent skills for requirements, orchestration, quality, research, evaluation, governance, resilience, and physics-inspired
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
AI agent orchestration with MCP and tool support
AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, track treatment â all from your phone. Open source, used in active treatment.
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
The most comprehensive MCP server for Polymarket â 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without mod
đ Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
AI agent integration plugin for Baseplate â generates AGENTS.md, CLAUDE.md, .mcp.json, and .agents/ configuration files
⥠Real-time token, context & agent dashboard for Claude Code â zero polling, pure stdin
CLI + MCP server for ZuckerBot â run Facebook ad campaigns from your terminal or AI agent
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.
No description
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
đ¨ Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
Decentralized coordination protocol for autonomous agents
đ° Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
MCP server for microsandbox â manage microVM sandboxes from any AI agent
A MCP server to use StatCAN data
Multi-LLM agent orchestration TUI â parallel Claude/Gemini/Codex sessions, 126 MCP tools
AI agent for cloud service recommendations â Chrome-verified pricing, real gotchas, jobs, and community
đ§ Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
AI agent skills for Contentrain â workflow procedures, framework integration guides
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.
Self-hosted autonomous AI agent â runs on your PC, controls your environment, connects to any MCP server.
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.
đŦ Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDanceâs model.
đ¤ Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
đ ī¸ Enhance agent capabilities with Wondel.ai Skills, offering a suite of plugins for product strategy, UX design, marketing, sales, and innovation.
đ Develop WebGPU-enabled Three.js applications with TSL for advanced shading, materials, and post-processing effects in your projects.
đ Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
đ Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
đ Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
đ Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.
A deterministic development harness for Claude Code â MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
UK due diligence MCP server â Companies House, corporate research, compliance checks
Lightweight, modular AI agent runtime â thinks (Hrafn) and remembers (MuninnDB) đĻââŦ
The package manager for AI agent skills
MCP server for Botwallet â AI agent payments with FROST threshold signing on Solana
MCP server for bidirectional AI agent collaboration â spawn and communicate with any AI coding agent CLI
Security scanner for AI agent packages â CLI + MCP server
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants â enabling instant, natural language search and deep repository
Claude Code skills collection â CCA study guides, Twitter research, MCP review, auto-iteration tools
đ Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
đ 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.
Semantic health check for AI agent instruction files
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.
Audit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
Implement a contract-first dev workflow that plans, runs, verifies, and fixes code tasks for reproducible, auditable, and verifiable development.
Track and analyze Claude Code usage, costs, and sessions locally with Claud-ometer for full data control and clear insights.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
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.
đ Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
đ¤ Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
đ Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
đ Migrate your WordPress projects to PHP 8.x effortlessly with structured support for new features and backward compatibility strategies.
đ Enhance WordPress UX with skillful design practices focused on Core Web Vitals, mobile-first design, and seamless navigation.
đ ī¸ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
đ Empower AI agents to autonomously manage projects with a filesystem-based Kanban system for efficient task tracking and documentation.
đ¤ Connect DingTalk with OpenClaw Gateway for AI-driven chat responses and session management using a bot or DEAP Agent integration.
đĻ Configure Clawdbot for Feishu with three simple commands, enabling your AI assistant to work seamlessly within the platform without the need for public access.
đ ī¸ Manage and sync your coding skills across multiple AI tools with this cross-platform desktop app for streamlined organization and efficiency.
đĒ Customize and deploy ready-to-use hooks for Claude Code, enhancing safety, automation, and notifications in your projects.
đ Explore high-quality skills for SpoonOS, Web3, AI productivity, and enterprise tooling with 57+ curated Python scripts across multiple challenge tracks.
đ Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
đŧī¸ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.
đ Enable AI agents to shop for users seamlessly, protecting your brand and data while streamlining commerce across any platform.
đ¤ Enhance customer support with an AI chat platform that delivers intelligent, context-aware responses through a seamless full-stack solution.
đ 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.
đ§ Discover and navigate AI Agent Skills with Awesome-Agent-Skills, your go-to resource for Claude, OpenAI, and MCP Servers.
đ Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.
đ§ Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
đ Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
𧚠Simplify your MCP servers with mcp-tidy, clearing server bloat to enhance performance and improve tool selection in Claude Code.
đī¸ Manage your tasks easily with TaskFlow, a minimal Node.js application that supports adding, viewing, completing, and deleting tasks while saving data as JSON.
Open infrastructure/control plane for Unchained
No description
One-stop quant-trading AI agent for any coding assistant â MCP server + CLI
An AI guardian that remembers, watches, and acts.
Security scanner for AI agent tooling â MCP servers, tool definitions, and agentic pipelines
MCP server for AgentLaunch - create AI agent tokens via Claude Code
Multi-agent memory intelligence layer â shared knowledge, expertise tracking, and conflict detection for AI agent teams
Zero-dependency fetch wrappers that replace MCP servers for AI agent workflows
MCP server for The Agents â real-time AI agent visualization
Self-hosted AI agent platform for Claude Code CLI. Multi-agent orchestration, task management, Gmail, Calendar, Kanban and more.
Claude Code's Obsidian integration â AI agent toolkit for vault management, journal, notes, search, index sync, and more
MCP server for AI agent-to-agent messaging, backed by Beads
CLI for SkillHub - Create, publish, and manage your AI agent skills
Your personal AI agent â powered by Telegram.
Zero-knowledge encrypted sync for AI agent context
åŧæēįå 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
Let Agents Chat â MCP server for AI agent communication
Persistent memory layer for AI agent workflows
Jiey â DNA validator, code generator, MCP server & AI agent toolkit
MCP server for letsrunit â AI-agent browser test generation and execution
Formula WorkPaper runtime and MCP server for Node services and agent tools
Texas county intelligence for water, permits, public evidence, MCP, and field verification.
Robot Resources â AI agent tools. One command to install everything.
Astralform JS SDK - AI agent orchestration with WebMCP support
Cut AI Agent token costs by 96%. Chains multiple tool calls into a single TypeScript code execution in a secure sandbox.
Commit mode for production AI agent actions. Free verification. Free trust discovery.
MCP server for Cankr AI Agent Token Launchpad on Base
AI agent that pays with virtual cards via Aurex. MCP Server for Claude, Cursor, and any MCP client.
CLI for installing, managing, and publishing AI agent skills from the Shipables registry
Official SDK for SkillHub API - Types and client for AI agent skills
MCP server for discovering and installing AI agent skills from Loaditout
MCP server for World Order Sim - connect your AI agent to the geopolitical simulation
AI agent orchestration layer for Fiber Network with MCP tools
MCP server for tether.name - AI agent identity verification
MCP Server for AI agent browser automation via Chrome Extension
AI agent session viewer and unified session workspace
CLI and MCP server for AI agent payments on Tempo
Synthesize any LLM into a production-grade AI agent. Battle-tested agentic patterns, model-agnostic, TypeScript-first.
weldable MCP server â give your AI agent hundreds of tools
Set up AI agent integration with Boozang test automation
MCP server for Neiracore ACSP â connect any AI agent to the Agent Commons network
Breaknorm MCP Server â AI agent interface for B2B contact database
Mission Control dashboard for Agent Receipts â local web UI for AI agent accountability
Gossip mesh hub â WebSocket relay for AI agent communication
AI agent that monitors chat platforms and responds using Claude Code
IPIO CLI â Distributed AI agent coordination for game development
MCP server for ATOMS.tech â AI agent integration for requirements management
Describe your project â get a full AI agent team with skills discovered from GitHub
MCP Server for FindSkills â search and discover 32,000+ AI Agent Skills
Pajama Game Studio CLI â Distributed AI agent coordination for game development
ãĢãŠãŧããŧãˇã§ãã CLI with AI Agent Skills
AI agent audit log tool â scans Claude Code, Gemini CLI & OpenClaw logs against OWASP Agentic Top 10
MCP server for the Agent Wonderland AI agent marketplace
AI agent OS for vibe coders â MCP server for Claude, Cursor, Windsurf & Lovable. Security audits, SEO, performance, design tokens, copywriting and 76+ dev tools in one CLI.
Paean AI CLI - Claude Code-like AI agent with local MCP integration, task management, and autonomous worker mode
QuetraAI MCP server â AI agent governance as MCP tools
SDK and CLI for SkillDB â discover, install, and manage AI agent skills
Real Link AI CLI â Distributed AI agent coordination for game development
MCP server for ClawVault - AI agent payment security layer
AI agent platform â security-first orchestration for autonomous agents
Give your AI agent a career. Persistent memory, reputation, expertise, and community â for any MCP-compatible AI agent.
MCP server for the Atelier AI agent marketplace
VESS local AI agent runtime â manages agent identity, permissions, and execution boundaries
A persistent, learning AI agent that runs on your machine. An agent that learns.
Dreamlogic AI Skill Manager â Install, update and manage AI agent skills
Local-first AI agent memory system. No account needed.
CSP AI Agent MCP Server - Centralized AI tools distribution and management