Discover Awesome MCP Servers
Extend your agent with 84,516 capabilities via MCP servers.
- All84,516
- Developer Tools3,867
- Search1,714
- Research & Data1,557
- AI Integration Systems229
- Cloud Platforms219
- Data & App Analysis181
- Database Interaction177
- Remote Shell Execution165
- Browser Automation147
- Databases145
- Communication137
- AI Content Generation127
- OS Automation120
- Programming Docs Access109
- Content Fetching108
- Note Taking97
- File Systems96
- Version Control93
- Finance91
- Knowledge & Memory90
- Monitoring79
- Security71
- Image & Video Processing69
- Digital Note Management66
- AI Memory Systems62
- Advanced AI Reasoning59
- Git Management Tools58
- Cloud Storage51
- Entertainment & Media43
- Virtualization42
- Location Services35
- Web Automation & Stealth32
- Media Content Processing32
- Calendar Management26
- Ecommerce & Retail18
- Speech Processing18
- Customer Data Platforms16
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- Education & Learning Tools13
- Home Automation & IoT13
- Web Search Integration12
- Health & Wellness10
- Customer Support10
- Marketing9
- Games & Gamification8
- Google Cloud Integrations7
- Art & Culture4
- Language Translation3
- Legal & Compliance2
EZ Web Search MCP Server
A simple MCP server that provides web search functionality via DuckDuckGo, returning titles, URLs, and descriptions for results. Configurable result limit.
cocos-mcp
A headless MCP server that enables AI to create complete 2D/3D games in Cocos Creator without opening the editor or writing TypeScript code, featuring 184 tools for scene building, physics, UI, and automated testing.
Graylog MCP Server
An MCP server that gives AI assistants direct access to your Graylog logs -- search, aggregate, analyze, and cluster log data through natural language.
MCP Heuristics - Garden Management System
Okay, here's a translation of "POC for tracking MCP server tool usage with Kestra" into Spanish, along with some options depending on the nuance you want to convey: **Option 1 (Most Direct):** * **POC para el seguimiento del uso de la herramienta del servidor MCP con Kestra** * This is a very literal translation and perfectly acceptable. "POC" is often used directly in Spanish-speaking technical contexts. **Option 2 (Slightly More Formal):** * **Prueba de concepto para el seguimiento del uso de la herramienta del servidor MCP con Kestra** * This replaces "POC" with "Prueba de concepto," which is the full Spanish translation of "Proof of Concept." **Option 3 (Emphasizing Monitoring):** * **POC para monitorizar el uso de la herramienta del servidor MCP con Kestra** * This uses "monitorizar" (to monitor) instead of "seguimiento" (tracking). It emphasizes the active monitoring aspect. **Option 4 (More Natural Flow):** * **POC para rastrear el uso de la herramienta de servidor MCP utilizando Kestra** * This uses "rastrear" (to track) and "utilizando" (using) for a slightly more natural flow in Spanish. **Which one should you use?** * If you're in a very technical environment where everyone understands "POC," Option 1 is fine. * If you want to be more formal or avoid jargon, Option 2 is best. * If you want to emphasize the monitoring aspect, use Option 3. * If you want a slightly more natural-sounding sentence, use Option 4. I would personally lean towards **Option 2 (Prueba de concepto para el seguimiento del uso de la herramienta del servidor MCP con Kestra)** unless you know your audience is very comfortable with the English abbreviation "POC."
Ultimate MCP Server
An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.
Marrow
Marrow gives your agent a governance loop that compounds. With @getmarrow/mcp, any MCP-compatible client can ask Marrow before risky work, inspect live loop state during work, collect required proof, and commit outcomes when the work is done. That means your agent stops operating without accountability and starts carrying forward real decision history. Your agent stops repeating the same mistake
ardupilot-mcp
Enables natural language analysis of ArduPilot flight logs (.bin files) via AI chat apps like Claude Desktop, Cursor, and VS Code, providing explanations and answering questions about flight issues.
WeChat Article Parser
Parses WeChat public account articles to extract metadata, content, and generate AI-powered summaries with semantic analysis, viewpoint extraction, and structure analysis capabilities.
mcp-rfc-editor
An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.
Mindpilot MCP
Visualize anything from Claude Code as a mermaid diagram in a locally hosted web app.
OBTO
OBTO gives your AI assistant a hosted app platform: it scaffolds, deploys, and operates real full-stack apps — pages, APIs, database, scheduled jobs — in a workspace created automatically at your first Google sign-in.
Ocean.io MCP Server
A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.
Cloudflare Playwright MCP
An MCP server that enables AI assistants to perform web automation tasks like navigation, typing, and clicking using Playwright on Cloudflare Workers. It allows models to interact with websites and capture screenshots directly through a set of integrated browser tools.
UISP API MCP Server
Enables interaction with Ubiquiti UISP API for managing network devices, sites, and monitoring through dynamically generated read-only tools.
Unlimited-OCR MCP Server
Wraps Baidu's Unlimited-OCR model as MCP tools for Claude Code, enabling unlimited local OCR without API costs, supporting images and multi-page documents.
scvi-tools MCP Server
Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.
mcp-server-test
MCP Server for Gmail & Google Docs
Enables sending and drafting emails via Gmail and appending content to Google Docs through natural language commands.
MCP Search Analytics Server
A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.
Cox's Bazar AI Itinerary MCP Server
Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.
legal-text-mcp-de
Cite-grade German legal-text infrastructure for LLM agents, providing access to federal, Länder, and EU laws with cryptographic provenance.
BDLedger MCP Server
Enables querying of Korean building ledger information including property details, floor plans, and pricing via natural language.
local-code-mcp
Safe local MCP server for Windows to list, read, search, patch, backup, and verify code files in allowed folders, with Git integration and dry-run diffs.
Bucketeer Docs Local MCP Server
Enables AI assistants to search and retrieve content from Bucketeer's feature flag and experimentation documentation for accurate information.
Godot MCP Server
Enables AI assistants to interact with and manipulate Godot game engine projects, including creating projects, launching editor, managing scenes and nodes.
GenGEO
Machine-readable merchant verification infrastructure for AI shopping agents and agentic commerce systems.
naija-faker-mcp
Enables AI assistants to generate fake Nigerian data including names, addresses, phone numbers, LGAs, and states for Yoruba, Igbo, and Hausa ethnic groups.
OpenRouter Model Router MCP Server
Enables ChatGPT to delegate tasks to various AI models (e.g., Gemini, Claude, Qwen) via OpenRouter, acting as an orchestrator that returns results with confirmed model usage.
Blockchain Verification MCP
Blockchain Verification - MCP server providing AI-powered tools and automation by MEOK AI Labs
Pydantic AI Documentation Server
Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.