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MCP Servers

A cross-platform AI desktop chat cowork app supporting 10+ LLM providers, RAG knowledge base, and MCP tools. Built with Electron + React + Mastra.

An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.

A comprehensive suite of Model Context Protocol (MCP) servers from Kukapay.

A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.

A Model Context Protocol (MCP) server that allows you to create custom tools/functions at runtime in any programming language and expose them to Claude or other MCP clients.

* streamlit_app.py - Main web interface with beautiful UI * streamlit_app_backup.py - Backup version for safety

Agentic AI Engineering is a production-grade engineering resource for building modern agentic AI systems with LangChain, LangGraph, RAG, MCP, local models, and deployable Python services.

mcp-rails is a Ruby on Rails gem that builds on top of the mcp-rb library to seamlessly integrate MCP (Model Context Protocol) servers into your Rails application.

MCP server to read waveform files

A production-ready API gateway for Model Context Protocol (MCP) servers, providing enterprise-grade infrastructure with authentication, logging, rate limiting, server discovery, and multi-protocol...

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

Aseprite MCP Pro — AI-powered pixel art creation for Aseprite via Model Context Protocol. 121 tools for sprites, drawing, animation, palettes, export, and Godot integration.
Agent Skills

Autoresearch · scientific writing · data analysis · code/SQL/prompt optimization · red/blue/purple-teaming — each a generic, reusable loop you bind to , that iterates against a until the work is...

SolidWorks 自动化设计技能包 — 让 AI Agent 真正学会用 SolidWorks

Library for building custom analyzers for F# / FSAC

Codex skill for multi-role game studio workflows

Open-source build guides for recreating Mantle's billing, analytics, and automation tooling in your own app.

A curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.

Open-source for Claude Code and Codex. Run a first-mile for a brand website, then generate buyer prompts for ChatGPT, Gemini, DeepSeek, Grok, Perplexity, Claude, and other AI answer engines.

Open-source Claude SEO tool for local search visibility — skills, tool integrations, and automation templates that turn Claude into a Local SEO expert.

jetson-device-skills is a catalog of Agent Skills for working with a live NVIDIA Jetson device after it has booted.

Local-first AI voice studio — clone voices, synthesize speech, dictate into any application, and connect MCP agents to custom voices.

These are the official AI agent skills from Modular for working with the Modular Platform, including MAX and Mojo. They follow the Agent Skills Standard.

Ready-to-use Canva Skills that improve creative workflows using the Canva Connector.