Discover Awesome MCP Servers

楽楽販売 MCPサーバー

MCP server for Rakuraku Hanbai (楽楽販売) that enables Claude to call the official API for file upload, CSV import/export, and record CRUD operations through natural language. It supports authentication via API token and can be deployed on cloud platforms like Render.

unicefstats-mcp

MCP server for UNICEF child development statistics. Query 790+ child-focused indicators across 200+ countries with disaggregations by sex, age, wealth quintile, and residence. No API key required.

mcp-magic-8-ball

A Magic 8 Ball MCP server that wraps StupidAPIs to answer yes-or-no questions with mystical responses, supporting cynical and corporate modes.

ca-grants

Enables searching and retrieving California state grant opportunities, including filters by status, category, and agency, without requiring an API key.

aperture-mcp

A commitment tripwire that flags when a tracked commitment disappears verbatim between document versions; enables AI agents to call this check via MCP.

Homelab MCP Server

Manage Docker infrastructure across multiple homelab hosts including Unraid, Proxmox, and bare metal servers. Enables container lifecycle management, log retrieval, resource monitoring, and Docker operations across your entire homelab from a single interface.

Turbular

Provides a unified API to connect LLMs to various databases, with schema normalization and query transformation for seamless interaction.

TinyAssets

Enables chatbots to interact with a global goals engine, allowing them to declare goals, manage branches, and evaluate outcomes through MCP tools.

Databar MCP Server

Enables AI assistants to interact with Databar.ai's data enrichment API, allowing discovery, configuration, and execution of data enrichments across hundreds of providers using natural language.

SOLVRO MCP - Knowledge Graph RAG System

Enables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.

bitrix24-mcp-server

Exposes Bitrix24 REST API to AI assistants, enabling management of tasks, CRM entities, call recordings (with local transcription), users, workgroups, and Knowledge Base articles.

warehouse-cad-agent

Enables traceable warehouse CAD round trips and bounded Agent-to-AutoCAD MCP tools for auditing, editing, and rebuilding CAD models.

mcp-rss-feed-searcher

An MCP server that enables searching across multiple RSS feed sources simultaneously, with support for extensible feed sources and both STDIO and HTTP modes.

MCP Windows Screenshots

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

MCP Servers in Python

Exposes a small catalog of programming study topics through the Model Context Protocol (MCP) for local learning.

fetchaller

Enables fetching any website without permission prompts, including automatic bot challenge bypass, with built-in web search, Reddit, marketplace, realtor, AliExpress, and Alibaba tools.

GlitchTip MCP Server

Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and debug production errors. It enables users to list issues, retrieve event details, and perform guided triage of application errors through natural language.

Neo4j GraphRAG MCP Server

An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

ForeverTools MCP Server

Gives Claude 8 real-world tools via a single free API key: SSL certificate inspection, WHOIS lookup, email validation (syntax + MX + disposable detection), webpage screenshots, IP geolocation, currency conversion, schema markup generation, and UK business-day calculations. Python, pip install forevertools-mcp, MIT licensed.

DCI MCP Server

MCP server for DCI API enabling AI models to extract and analyze DCI jobs, components, and topics, with integrations for Google Drive, Jira, GitHub, and Red Hat support cases.

Omnigit GitHub & Local Git MCP Server

Connects AI tools to GitHub and local git repositories, enabling natural language management of issues, PRs, code analysis, and workflows.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

triage-mcp

Enables LLMs to triage GitHub issues by retrieving similar reported issues and classifying components using historical data.

Flask Video Feedback

Video feedback for AI agents via Flask (flask.do). Agents upload renders for human review and get the feedback back as transcribed, timestamped comments over MCP, with annotated frames and versioned revisions.

mcp-meme-sticky

mcp-meme-sticky

AkShare MCP Server

Provides access to historical financial data for US, Hong Kong, and A-share markets using the AkShare library. It returns formatted stock market data, including prices and trading volumes, in easy-to-read Markdown tables.

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

mcp-pypi

An MCP server built with FastMCP that provides basic terminal abilities like running commands, running Python, and working with files and folders.

GA4 MCP Server

Enables interaction with Google Analytics 4 to manage accounts, run standard or realtime reports, and validate event parameters. It supports dual authentication methods and integrates with GTM for end-to-end data collection orchestration.