Discover Awesome MCP Servers

Open Library Subjects MCP Server

Fetches books by genre or subject from the Open Library API without requiring an API key, returning titles, authors, and publication years.

Acrolinx MCP Server

A Model Context Protocol server that integrates with the Acrolinx NextGen API to provide advanced text analysis and improvement capabilities to AI assistants like Claude, offering features such as text rewriting, content analysis, and writing suggestions.

Vision MCP Server

A Model Context Protocol server that provides text-only LLMs with visual capabilities through Z.AI-compatible vision tools, routing requests across multiple providers with automatic fallback.

MCP Server Practice

A practice project demonstrating how to build Model Context Protocol servers with Python, LangGraph, and Groq, featuring a math server via stdio and a weather server via streamable-http, enabling arithmetic operations and mock weather queries through an AI agent.

NCBI Datasets MCP Server

Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxonomic, and biological data operations through 31 specialized tools.

@caikiji/mcp-search

Privacy-respecting, self-hosted metasearch MCP server that aggregates results from multiple search engines and fetches page content as Markdown.

mcp-low-level-server-streamable-http

A TypeScript-based MCP server that implements a simple note-taking system using low-level server components and streamable HTTP. It enables users to create, store, and summarize text notes through a set of tools, resources, and specialized prompts.

Calculator

一个使用 mcp-framework 构建的模型上下文协议 (Model Context Protocol) 服务器，允许用户创建和管理用于处理数据的自定义工具，并通过 CLI 与 Claude Desktop 集成。

owasp-mcp-scan

Passive security scanner that audits a running MCP server against the OWASP MCP Top 10 and grades it A-F. Read-only static analysis of the advertised tools, prompts and resources with console/JSON/SARIF output, and it also runs as an MCP server itself.

Description

用于加密货币交易所的 MCP 服务器实现。此软件包提供了一个简单的接口，用于与 Bybit/OKX/Binance 公共 API 端点进行交互。

Swiss Lawyer MCP

A production-minded Agentic RAG backend for informational guidance about Swiss immigration and administrative procedures, using only official Swiss government sources with evidence metadata.

ranger-rag-mcp

MCP server that integrates Apache Ranger authorization with RAG, enforcing Ranger policies to control access to knowledge bases before forwarding queries to RAG Studio.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, supporting query execution, schema management, data operations, user management, and database maintenance with secure remote access via HTTP/SSE transport.

Multi-Gmail MCP Server

Enables searching, reading, and drafting emails across multiple Gmail accounts through a single MCP server.

MCP Enabled PDF Reader

模型上下文协议 (MCP) 服务器读取单个 PDF 文档

mcp-local-llama

MCP server that delegates mechanical tasks like summarization, classification, extraction, and drafting to a local Llama.cpp LLM, serving as a cost-optimization layer while Claude handles reasoning and quality control.

Tenarius Wiki MCP

An open-source MCP server for querying the Tenarius RO wiki and Ragnarok Online Pre-Renewal references. It provides structured search and summaries with source metadata indicating server and era applicability.

Meta Ad Library MCP

Searches the Meta (Facebook) Ad Library by keyword and returns ad details including advertiser, ad copy, and EU reach, without requiring an API key.

mcp-hubspot

An MCP server that uses a browser extension to interact with HubSpot through the logged-in browser, enabling reading, searching, creating, and updating HubSpot records without API tokens.

Context-MCP

Provides real structural understanding of a codebase via tree-sitter AST parsing before starting a task, reducing token waste and grounding acceptance criteria in code structure.

osm-mcp-server

An OpenStreetMap MCP server that provides location-based services including geocoding, route directions, points of interest search, and neighborhood analysis to enhance LLMs with geospatial capabilities.

icloud-mcp

An MCP server for iCloud Calendar, Contacts, and Mail, usable from any MCP-capable AI client.

YT Transcripter Multilingual MCP

Enables transcription of YouTube videos in multiple languages through an MCP server interface.

saras-mcp

Okay, I will translate "MCP server code for Saras" into Chinese. Here are a few options, depending on the nuance you want to convey: * **Most straightforward:** 适用于Saras的MCP服务器代码 (Shìyòng yú Saras de MCP fúwùqì dàimǎ) - This is a direct translation, meaning "MCP server code for Saras" or "MCP server code that is applicable to Saras." * **More specific (if it's code *written* for Saras):** 为Saras编写的MCP服务器代码 (Wèi Saras biānxiě de MCP fúwùqì dàimǎ) - This translates to "MCP server code written for Saras." * **If it's about the MCP server code *related* to Saras:** 关于Saras的MCP服务器代码 (Guānyú Saras de MCP fúwùqì dàimǎ) - This translates to "MCP server code about Saras" or "MCP server code related to Saras." Which option is best depends on the context. If you just need a general translation, the first option is fine. If the code was specifically written *for* Saras, use the second. If the code is just *related* to Saras in some way, use the third.

GroundTruth MCP Server

Provides AI-powered subsurface scan analysis and plain-English bid drafting tools, helping certified technicians assess hazards and trades build estimates.

HiveClear

MCP server for multi-party USDC settlement with validator consensus, enabling submission and tracking of settlements through a network of validators that vote to approve or reject transactions.

T-SQL Analyzer

T-SQL Analyzer

edgeone-pages

Enables AI assistants to deploy and manage static websites on EdgeOne Pages via a self-hosted MCP server. Supports KV storage and custom domain binding.

intervals-icu-mcp

A Model Context Protocol (MCP) server for Intervals.icu integration. Access your training data, wellness metrics, and performance analysis through Claude and other LLMs.

kr-elections-mcp

MCP server for South Korean election research, providing tools to search candidates, retrieve election results, and lookup campaign booklet texts using NEC open data and the krpoltext dataset.