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MCP servers tagged tools
379 live MCP servers tagged "tools", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with tools.
AI Music MCP
MCP server for AI music production — MusicGen generation, Demucs stem separation, RVC voice conversion. 8 tools, TypeScript.
Mcpcloudtools
Dynamically generate and test MCP tools in real time from cURL inputs using a simple FastAPI Web Application.
Community MCP
Curated list of new, forked and redesigned MCP servers to be used in conversational agents
Analyst Toolkit
Modular data QA and preprocessing toolkit — run as a Jupyter notebook pipeline, CLI, or MCP server with Docker and GCS support.
OpenRoadmap Planner V1.0.0
A simple but powerful roadmap planner with graph and storyboard function.
GenZ S GenAI
A complete hands-on repository covering modern Generative AI engineering using LangChain, LangGraph, LangSmith, and Model Context Protocol (MCP). This repository explores RAG syst…
Tuls
A compact Rust MCP toolbox for filesystem access, HTTP fetches, persistent memory, local process execution, reusable skills, and provider-backed local subagents.
Dismcp
A simple, lightweight MCP server that exposes Discord bot functionality to AI agents. Built with Rust and serenity.
Zenn Plugin Emoji
Zenn の記事のアイキャッチ絵文字を内容から生成するためのプラグインです。
Azure AI Search Python Preview
An experimental MCP service for Azure AI Search in Python
With Fastapi MCP
An example MCP server implementation built with FastAPI_mcp
AI Roadmap
AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.
Sk2gdrive
Python Model Context Protocol (MCP) Server for Google Drive with persistent SQLite OAuth authentication.
LLM Knowledge Base MCP
MCP server providing a persistent markdown knowledge base with hybrid dense + sparse vector search (Qdrant, Cloudflare Workers AI, Splade).
Skill Creator Agency
SkillCreatorAgency: an Agency Swarm starter that connects a “skill creator” agent to the Claude Skills MCP backend for managing and testing local/remote skills.
Uapi MCP
Official MCP (Model Context Protocol) server for UAPI / uapis.cn — 100+ public endpoints exposed as agent tools
Ecosystem Scanner
Automated registry of 450+ MCP (Model Context Protocol) servers. Crawls GitHub daily, validates servers, and quality-scores the entire ecosystem.
Dsh MCP Workspace Scope
Scopes MCP tool injection per workspace directory in the DeepSeek Harness: a session opened in a project sees only the MCP servers that project needs — removed from the model's to…
Monoid Agent Kernel
Embeddable agent kernel for durable, provider-neutral LLM agents with permissions, pluggable tools, observability, and subagents.
A2a Settlement MCP
MCP server: escrow, release, refund, and reputation tools for any MCP client.
Superconductor MCP
A Laravel package for implementing the Machine Control Protocol (MCP)
Adapter Engram
MCP adapter Engram for bobrapet — connects to Model Context Protocol servers via streamable HTTP or stdio.
Hirara
Self-hosted toolkit of tools for AI agents & LLMs — web search, PDF, OCR, Office, sandboxed code execution. Python SDK + MCP, no API keys.
Ardra
Ardra is an all-in-one External Attack Surface Management (EASM) tool that helps identify and assess security risks by automating subdomain discovery, vulnerability scanning, DNS…
Emulator Controller
A study project using MCP Server to control an emulator — including launching apps, closing apps, taking screenshots, tapping, and dragging on the screen.
Kaepsele
Full-stack AI Chatbot deployment for universities. Includes RAG, secure Code Interpreter, vLLM inference, and educational prompt libraries.
PortfolioWebsite
Personal Portfolio Website of Dhruv Mishra. A sketchbook style website, with details about me. It also has a feedback section, do check it out and give feedback!
Openapi2tools
Library to turn OpenAPI operations into Model Context Protocol (MCP) tools at runtime
AWS Lambda MCP Tools
Build MCP tools for Amazon Bedrock AgentCore Gateway without the boilerplate
Gocronometer MCP
Local MCP server for personal Cronometer automation
Aulinx
AI-native Linux, desktop to server — 187 tools and a semantic Wayland compositor to control your OS through natural language
Workshop 27 08 26
Exemplo de servidor MCP para o workshop do bootcamp 'AWS AI FDE for Commerce' de 27/08/2026
Podapp
PodApp — AI 程序舱（Rust）：把 AI 生成的不确定结果，交给确定的动作去加工。浮舱贴在 Codex 旁边，装一个 .pod 就是一个新能力，同时自动成为 MCP 工具，给开发者一条把 AI 输出变成可靠动作的新路径。
FramePeek
A macOS app for inspecting video and audio files, metadata, bitrate analysis, GOP structure, color analysis, and more.
Hammad Python
Harmoniously Accelerated Micro-Modules (for Application Development)
Docker Local
🔒 Kit de Inicio para Agentes de IA autónomos y seguros con Modelos Locales. Una implementación de referencia para construir agentes inteligentes con acceso a herramientas (como bú…
Tpane
Reference implementation of the TOPAZ (Test Output Protocol for AI Zealots) standard - Automatically tune your test outputs for AI consumption
AI Partner
Self-hosted AI agent that executes goals autonomously — web search, code execution, document generation, browser automation, delivered to Telegram/Discord/Slack. Docker, 18+ LLMs,…
Rami Kali MCP
Rami-Kali MCP server running on Kali Linux. Exposes recon, exploitation, MITM, wireless, and credential tools via JSON-RPC 2.0 for use with LLM agents. Part of the RamiBot plat…
Mitii
Your workspace-driven AI assistant for complex development. Mitti combines hybrid SQLite memory with seamless Model Context Protocol (MCP) tool integration to read files, write co…
Tuiless
Programmable terminal sessions for AI/LLM tool-use and test automation — spawn named tabs, type, exec, mouse, snapshot, and fetch viewports as text.
AI Surface Skills
Canonical Agent Skills collection for tool and MCP contracts: schemas, permissions, human approval, breaking review, and evaluation.
Search Online MCP
MCP for searching
Doms
List of 10 best tools for your GCP DataOps MCP Server
Mirrorlake
AI powered color abilities.
M Gate
MongoDB powered MCP Gateway. A multi-tenant MCP (Model Context Protocol) gateway with auth, RBAC, guardrails, a WASM code sandbox, queryable encryption, and observability.
Trip Planner AI With MCP LANGGraph Render
MCP-powered ✈️ AI Travel Planner that turns a simple request into a complete trip plan with flights, hotels, itineraries, budgets & packing lists. 🤖 Built with LangGraph multi-age…
Pt
MCP (Model Context Protocol) server for Portuguese public data — gives AI assistants (Claude, Cursor) keyless tools for fuel prices, weather (IPMA), postal codes (GeoAPI.pt), stat…
Agent Coding Harness
Arnes para agentes de IA con múltiples proveedores y modelos, ejecución segura en sandbox, memoria vectorial con Qdrant, HITL, skills, herramientas HTTP y MCP, observabilidad, gob…
IDADomainMCP
MCP server and tools to allow an AI agent to use the headless IDA domain API.