Discover Awesome MCP Servers

Mimir

A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, workflows, and best practices. Enables generation of work plans, progress tracking, and continuous process improvement through AI-proposed playbook updates.

Cloud DLP API MCP Server

An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.

Storywright MCP

A multi-agent book-writing MCP server that manages a guarded chapter pipeline (writer → editor → third-pass agents → approve) with project planning, continuity tracking, and export/diff helpers.

JPYC Commerce MCP

Enables autonomous AI agents to conduct non-custodial commerce using JPYC stablecoin on Polygon, with trust scoring, task evaluation, negotiation, and on-chain verification via Soulbound Tokens.

PodPast

Hosted Claude connector that turns the podcasts you already follow into a searchable, askable knowledge source. Ask what a guest said and get the answer back with the exact quote and timestamp.

google-workspace-mcp-server

Enables AI agents to send Gmail messages and append content to Google Docs using the Model Context Protocol.

Connect MCP

An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, search notes, and run Dataview queries in your vault.

Image Search MCP

MCP server for searching and retrieving stock images from Unsplash, Pexels, and Pixabay, with support for concurrent searches, normalized metadata, and image downloads.

Digitakt MIDI MCP Server

Enables control of the Elektron Digitakt II drum machine through MIDI commands. Supports triggering drum sounds, adjusting parameters, switching patterns, and sending note sequences programmatically.

Project Navigator MCP Server

Enables AI agents to autonomously navigate a codebase by listing directories, reading files, searching code, and running whitelisted commands.

FactoryMind AI

Enables engineers and plant managers to interact with manufacturing systems using natural language, providing machine health analysis, KPI dashboards, predictive maintenance, and automated workflow execution via MCP.

AdsPower LocalAPI MCP Server Python

AdsPower LocalAPI를 사용하기 위한 MCP 서버

grok-mcp

Integrates Grok AI into Claude Code to enable real-time X/Twitter search and deep analysis of social media links. It supports a dual-mode architecture featuring a browser-based free mode for SuperGrok subscribers and a cost-controlled API mode.

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

pixi-task

A secure MCP server providing controlled access to pixi tasks and commands, eliminating agent bash circumvention. It exposes 11 pixi tools through 4 meta-tools for ~95% context savings.

Platform-MCP

An internal MCP server providing Database (SQL execution) and Server (Linux SSH/SFTP) skills with 11 tools, enabling remote execution, risk control, and full audit via Claude Code or other clients.

Getting Started with Remote MCP Servers using Azure Functions (Python)

MCP 서버 샘플 여행 친구 앱 (Azure Functions 기반, Azure Container Apps 호스팅) 및 MCP 확장 프로그램

nyc-property-intel

MCP server for NYC real estate due diligence. Lets Claude query 22+ NYC public-record databases — DOB/HPD/ECB violations, ACRIS deeds, DOF sales, 311 complaints, FDNY incidents, NYPD complaints, marshal evictions, PLUTO, rent stabilization — in plain English.

Python_Scripts_MCP

MCP server that exposes local Python scripts as tools for AI clients (e.g. Claude Desktop), enabling directory tree generation, Excel-to-text conversion, Python code extraction, and text file merging.

XFMS

Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.

ezbookkeeping-mcp-server

MCP server for the ezBookkeeping HTTP API, enabling read and write access to transactions, accounts, categories, tags, templates, analytics, and exchange rates via natural language.

io.github.lsmman/fetchive

MCP server for extracting links from text dumps, checking duplicates, extracting YouTube transcripts (with fallbacks including speech-to-text), and preparing workspace-ready page payloads for your note-taking or saving tools. It does not write to your workspace; it hands off prepared content to your existing tools.

Domain Tools (WHOIS + DNS)

Domain Tools (WHOIS + DNS)

Escalidrau MCP Server

MCP server for Escalidrau, a collaborative macOS whiteboard. Lets AI agents read, draw, edit, rearrange, and export diagrams on a shared canvas in real time.

Git Worktrees for ZCode

Manages isolated Git worktrees for each ZCode thread, enabling safe parallel development with automatic setup, snapshot-based removal, PR review, and background agent orchestration.

litellm-mcp

MCP server that lets Claude Code dispatch tasks to the LiteLLM gateway, supporting both local Ollama models and Anthropic models via the gateway.

mysql-mcp

Enables executing SQL queries, listing tables, describing table structures, and fetching data from a MySQL database with configurable limits.

Xcode MCP Server

Xcode 관련 작업을 위한 도구를 제공하는 모델 컨텍스트 프로토콜 서버로, iOS 프로젝트 관리, 빌드, 테스트, 아카이브, 그리고 시뮬레이터와 실제 기기 모두에 앱을 배포하는 것을 더 쉽게 만들어줍니다.

MCP Demo Server

A stateless HTTP streaming MCP server built with Express that provides tools to read resource files (widgetResource.md and pageResource.md) and demonstrates the HTTP Streaming Transport protocol implementation.