Discover Awesome MCP Servers

Commerce Cloud MCP Server

Connects AI applications with Salesforce Commerce Cloud for product management, order analysis, custom object operations, and content asset management.

Overleaf MCP

Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools for reading/writing main.tex and bibliography files.

mobile-mcp

MCP server for cross-platform mobile automation (iOS/Android) using accessibility trees and screenshots, enabling agents to interact with apps on simulators, emulators, and physical devices.

deploy-mcp

Universal deployment tracker for AI assistants, enabling real-time monitoring and management of deployments across Vercel, Netlify, and Cloudflare Pages without context switching.

youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

LangGraph RAG MCP

Retrieval-Augmented Generation system serving LangGraph documentation through the Model Context Protocol, enabling semantic search and context-aware responses.

Plotter Studio

An MCP server that gives AI agents eyes and a robotic arm to compose and iterate generative art on an AxiDraw pen plotter via webcam feedback.

edgar-mcp

Provides access to SEC EDGAR financial data, enabling AI agents to fetch company filings, financial metrics, and narrative sections. It supports natural-language metric searching and extracts structured data from 10-K, 10-Q, and 8-K reports.

Dataprivacy AI MCP

Dataprivacy AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

LI.FI MCP Server

Enables AI assistants to interact with LI.FI's cross-chain infrastructure, providing access to blockchain networks, token data, bridges, and transaction services through a standardized protocol.

mcp-bot-crawler

Discovers, identifies, and governs bots on your website with MCP tools for scanning, analyzing, and managing bot traffic.

yanifend-mcp

Hosted MCP server for YaniFend, a WordPress feedback widget. Manage your questionary (list/create/update/delete questions and options) and read collected answers via natural language.

API-MARKET MCP Server

镜子 (jìng zi)

24klabs-mcp

AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP client, providing six specialized tools for explaining code, debugging, code review, security audit, automation script generation, and MCP blueprint design.

ECharts MCP Server

A Model Context Protocol server that generates beautiful chart images from ECharts configurations, supporting various chart types with customizable dimensions.

md-mcp

An MCP server that provides surgical read/write access to individual sections of Markdown files, allowing agents to fetch, edit, or delete specific slices without touching the entire file.

Databox MCP

Databox MCP enables you to query live business metrics from 100+ data sources through AI. Ask natural language questions about marketing performance, sales data, analytics, and financial metrics to get instant insights without switching dashboards. Connect platforms like Google Ads, Salesforce, Shopify, Google Analytics, and more.

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI capabilities, allowing users to search, ask questions, and get AI-powered answers from their documentation files. Built for seamless deployment on the Dedalus platform with OpenAI integration for enhanced document analysis.

scorecard_mcp

Enables asking natural language questions about OpenSSF Scorecard security assessments for open source projects.

Northwind PostgreSQL MCP Server

A read-only MCP server that connects Claude to the Northwind sample PostgreSQL database, allowing natural language queries to generate SQL and charts.

Feyod MCP Server

Enables natural language querying of Feyenoord football match data, converting questions to SQL queries and returning results.

sherweb-mcp

MCP server for Sherweb Partner API - distributor billing, service provider management, customer subscriptions, and payable charges

Gemini OCR MCP Server

Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.

geolibre-mcp

Provides geospatial data intelligence tools for inspecting, querying, and converting geospatial data using DuckDB Spatial.

kb-mcp-server

将 pgvector 知识库检索能力封装为标准 MCP 服务器，支持 Tools、Resources 和 Prompts，使 Claude Desktop 等客户端可通过自然语言查询知识库。

mcp_inventory

An MCP server for managing product inventory with SQLite, enabling CRUD operations and statistical queries such as total value, out-of-stock items, and most expensive product.

ap-mcp-server

Enables conversational AI to access, analyze, and interact with Associated Press news content through natural language, with 26 tools for search, trends, and content monitoring.

Mnemosyne Cache MCP

High-performance MCP response caching server that reduces latency from ~3000ms to ~0.001ms for repeated tool calls using a dual-layer SQLite and LRU memory cache.

devfeed-mcp

An AI-powered Hacker News reader that enables assistants to manage replies, filter hiring threads, and generate personalized story digests. It provides tools for thread intelligence and full-text search by wrapping the official HN API and Algolia Search.