Discover Awesome MCP Servers

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.

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.

zxkol

ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k followers" into simple tool calls—eliminating the need to write web scrapers or integrate platform-specific SDKs.

OpenWeatherMap MCP Server

Provides weather data, forecasts, air quality, and location services via OpenWeatherMap API integration.

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.

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.

autoMate

A personal AI assistant server that provides MCP tools for notes, files, reminders, memory, shell, browser, and 30+ SaaS integrations, enabling AI clients to access and manage your data across sessions.

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.

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.

blowsh-mcp

Enables AI agents to browse and extract content from JavaScript-rendered web pages via the Model Context Protocol, returning plain text, HTML, or Markdown.

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.

freeplay-mcp

Enables AI agents to interact with Freeplay, an ops platform for AI engineering teams, to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run experiments before deploying.

Agent Memory Bridge

MCP-native, local-first memory for coding agents that turns real sessions into reusable decisions, gotchas, and domain knowledge.

Engram

Engram is a local-first memory server that lets AI agents remember things across sessions with zero cloud dependencies.

ChittyMCP

A consolidated Model Context Protocol server for the ChittyOS ecosystem, offering modular tools for evidence intake, legal, infrastructure, and synchronization domains with chain execution.

Postman MCP Generator

An MCP-compatible server that provides tools for integrating selected Postman API requests, allowing LLMs like Claude to interact with APIs through natural language.

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.