Discover Awesome MCP Servers

Synlake MCP Server

Enables AI agents to discover, evaluate, and provision cloud infrastructure across AWS, GCP, and Azure with cross-cloud normalization, cost comparisons, and deployable execution kits.

Chromadb Fastapi Mcp

Saya akan menerjemahkan frasa "chromadb を fastapi 化し fastapi-mcp で mcp server として利用" ke dalam bahasa Indonesia. Terjemahan: **"Mengubah ChromaDB menjadi aplikasi FastAPI dan menggunakannya sebagai server MCP dengan FastAPI-MCP."** Berikut adalah sedikit penjelasan tambahan untuk memperjelas terjemahannya: * **Mengubah ChromaDB menjadi aplikasi FastAPI:** Ini berarti membungkus fungsionalitas ChromaDB dalam sebuah API (Application Programming Interface) menggunakan framework FastAPI. * **Server MCP dengan FastAPI-MCP:** MCP kemungkinan besar adalah singkatan dari "Microservice Control Plane". FastAPI-MCP adalah library atau framework yang digunakan untuk mengelola dan mengontrol microservice yang dibangun dengan FastAPI. Jadi, menggunakan ChromaDB yang sudah di-FastAPI-kan sebagai server MCP berarti menggunakannya sebagai bagian dari arsitektur microservice yang dikelola oleh FastAPI-MCP. Semoga terjemahan ini membantu!

OpenProject MCP Server

Enables integration with OpenProject for project management tasks including work package operations, time tracking, comments, and accessing reference data like statuses, types, and users through n8n workflows.

GraphKeeper

Local-first CLI that mines git history for file-level co-change patterns and builds a queryable knowledge graph for AI coding agents, exposed via an MCP server.

Open Search MCP

A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.

Ant Design MCP Server

Provides access to Ant Design component library documentation and information for automated code generation. Enables searching components by category or keyword, retrieving component props, examples, API documentation, and available icons.

hedera-mcp

Comprehensive MCP server for Hedera (Hashgraph) covering 73 tools across all core services, building unsigned transactions for AI agents to propose. Never holds keys; reads via public Mirror Node.

Diabetes:M MCP Server

Integrates Diabetes:M data with Claude Desktop to access glucose readings, insulin data, food diary, and health metrics through natural language conversations.

Escritório

Enables peer-to-peer messaging and coordination between Claude Code sessions via a shared mail server, with tools for roster, ask, dm, inbox, board, and claim.

Kimi Code MCP

Bridges Codex Desktop with Kimi Code CLI, enabling direct control of AI coding sessions via MCP tools for prompt, status, cancel, and CLI operations.

@propraven/mcp

MCP server giving agents canonical access to 180M+ US parcels with ownership, valuation, permits, deeds, hazard, and market data.

Cloudinary MCP Server

An MCP server that provides an interface for interacting with the Cloudinary API to manage media assets and cloud configurations. It enables secure resource management through API keys and OAuth2 authentication within MCP-compliant environments.

Puch AI WhatsApp Integration MCP Server

Enables AI assistants to fetch web content, search for products on Google Shopping, and integrate with WhatsApp messaging. Serves as a bridge between Puch AI and external services through authenticated API endpoints.

SiYuan MCP Server

An MCP server that provides high-level AI workflows for SiYuan, enabling knowledge context aggregation, project and customer overviews, meeting summaries, and automated daily/weekly reviews.

discord-provisioner-mcp

An MCP server that lets AI assistants provision Discord servers (guilds, categories, channels, roles, permissions) from declarative blueprints via the Discord REST API, with idempotent diff-based planning and no deletions.

ChatterBox MCP Server

A Model Context Protocol server that enables AI agents to join and interact with online meetings (Zoom and Google Meet), capturing transcripts and recordings to generate meeting summaries.

Minimal Hevy MCP

Enables reading Hevy workout data and creating workout routines and logged workouts through Hevy's public API.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances through comprehensive API integration. Supports incident management, service catalog operations, change requests, knowledge base management, user administration, and agile project management with multiple authentication methods.

Trackings MCP Server

Integrates Claude Desktop with trackings.ai to manage projects, configure keyword scans, and trigger run executions. It allows users to retrieve consolidated keyword results and monitor credit balances through natural language commands.

octave-mcp

MCP server for deterministic document infrastructure, enabling canonical normalization, schema validation, and grammar compilation for structured AI artifacts.

llmstxt-mcp

用于管理远程llms.txt文档的MCP服务器，支持添加、编辑、删除、列出和获取llms.txt文档内容。

PyAutoGUI MCP Server

Menyediakan kemampuan pengujian dan kontrol GUI otomatis melalui server MCP yang memungkinkan pergerakan mouse, input keyboard, tangkapan layar, dan pengenalan gambar di Windows, macOS, dan Linux.

JMeter MCP Server (TypeScript Edition)

Enables AI assistants to programmatically create, execute, and analyze Apache JMeter performance tests. It supports automated bottleneck detection, report generation, and distributed testing management through natural language.

Outline MCP Server

Enables querying, searching, and managing documents in an Outline instance via the Model Context Protocol.

netallion-mcp-lite

Scans text and files for common secrets (AWS, GitHub, etc.) and redacts them to prevent credential leakage in AI-assisted development. Runs entirely locally with no telemetry.

nwtools-mcp

Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddress library. Includes CIDR parsing, overlap detection, IP classification, and more.

Run Coach

An MCP server that pulls your Strava data and gives you a run recommendation from Claude, rendered as a dashboard.

Task Manager MCP Server

Enables task management through natural language with full CRUD operations including add, list, update, complete, and delete tasks with JSON persistence.

arc-mcp

An execution state machine MCP server that manages YAML-defined plans, enabling step-by-step execution with state tracking and token optimization.