MCP Servers & Tools

Open ecommerce AI tools and guides for Amazon review analysis, listing optimization, keyword research, SEO audits, AI image/video generation, and APIs for AI agents.

Command-line tool for TypeSafe AI's Jev model. Ask yes/no, multiple-choice and rubric questions about any text and get calibrated probabilities back. Answers become exit codes for shells and CI, JSON for scripts, and MCP tools for AI agents.

A macOS app and CLI for working with MCP tools.

Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 262 connectors incl. SAP S/4HANA & Business One, ERP, e-commerce.

Python implementation of coding agent core mechanisms, with architecture comparison across Claude Code / Kimi Code / Codex

Where rain falls, memories bloom again. A self-hostable AI long-term memory and chat gateway. Self-hosted AI memory & chat gateway for long-term conversations.

One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely through workspaces.

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive s

The official MCP server implementation for the Perplexity API Platform

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

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Aixle Flow — orchestrate coding agents through durable, inspectable workflows.

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Agentic DFIR

AI-powered CLI and MCP server for browsing GitHub project documentation (unofficial tool)

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your o

Public Solana MCP registry metadata for Vybe Solana API

The MCP server for Azure DevOps On-Premise (TFS), connecting your AI agents with DevOps capabilities.

Async Python client for the Model Context Protocol with interactive CLI and reactive Web UI, connecting AI models to MCP servers via stdio and SSE

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.

Official Tonghuashun A-share financial data service, providing real-time stock quotes, historical market data, financial statements, indices, sectors, limit-up data, and more, for AI Agents, quantitative research, and application development; supports API, MCP, CLI, and Python. Official Tonghuashun (HiThink) A-share financial data service providing real-time and historical stock market data…

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

Automatic piano playing in Genshin Impact: import MIDI to automatically play the Windsong Lyre, with range adaptation, sustained-note reconstruction, chords, and tempo changes; supports MCP AI control

Claude Code PRO — a complete course and guide in Russian: CLAUDE.md, settings, skills, subagents, hooks, MCP, plugins, CI. 8 labs, a prompt library, and a ready-to-use starter kit. Free courses on ChatGPT here -

MCP server + Claude Code skill exposing the complete DaVinci Resolve scripting API (440+ tools) for AI-assisted video editing, color grading, and rendering

Tek MCP sunucusu, iki mağaza: App Store Connect + Google Play. Tamamen Türkçe.

Chrome DevTools for coding agents

RimWorld state exploration and real UI automation for AI agents, with MCP, SDKs and reusable helpers.

CLI, MCP and Skills for the world's supermarkets. Search, compare, basket and checkout across 9 providers in 6 countries — UK, Netherlands, Belgium, Spain, US, Canada. Built for AI agents.

FreeCAD MCP(Model Context Protocol) server

Persistent knowledge capture for coding agents. Auto-triages sessions into searchable Zettelkasten notes with epistemic metadata. Works with Claude Code, Codex, Cursor, Windsurf via hooks or MCP. Local-only, markdown + git.

Fast native MCP server for Java project intelligence

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

An MCP plugin for the Godot open-source engine, supporting common Godot engine operations and one-click service configuration. This is an MCP plugin that supports the Godot open-source engine, offering support for common Godot engine operations and one-click service configuration.

Serial port MCP server for Claude Code and other MCP-compatible agents.

Self-hosted iOS & Android simulator streaming for the whole team

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

WeChat Mini Program reverse-engineering MCP — online real-time unpacking + AI static analysis to reconstruct API signatures/encryption, producing scripts that run directly in local Node.js (zero intrusion, does not touch the WeChat process).

MCP server for interacting with the Aseprite API

Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreKit 2). 890 tools across 13 profiles, generated from Apple's OpenAPI spec, plus one-call macros for worldwide pricing, submission readiness and metadata diffs, and confirm-before-write safety. Works with Claude,

The most comprehensive learning path for Agent engineers · Master AI engineering from scratch · 20 stages, 503 lessons · full Chinese translation + companion site + animated explainer videos · a cultivation guide to becoming an AI Agent engineer.

Let AI agents control Windows applications. Click buttons, type text, toggle settings — all by name, not coordinates. Uses the Windows UI Automation API to find UI elements reliably, regardless of DPI, theme, resolution, or window position.

Control CLO3D from any MCP client. Inspect projects, create/edit patterns, manage fabrics, colorways, run simulations, and export OBJ/FBX/GLB. CLO 2025.2.236. Win.

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as N

A database client for the terminal: MySQL, MariaDB, PostgreSQL, SQLite, and hosted ones like Neon, Supabase and PlanetScale. Shows you the SQL, gives your AI agent read-only access over MCP, one binary, no PHP needed.

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌