Discover Awesome MCP Servers

hicar-mcp

Provides AI assistants with structured, authoritative knowledge of the HICAR atmospheric model, including namelist options, physics schemes, output variables, documentation, and source code.

Facts By API Ninjas MCP Server

Enables users to retrieve random interesting facts from the Facts By API Ninjas API. It supports fetching multiple facts at once through a simple limit parameter via the Model Context Protocol.

MCP Code Sanitizer

Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.

Exhibition Big Data MCP Server

Provides comprehensive tools for querying enterprise exhibition records, searching for industry exhibitions, and retrieving detailed venue information across China. It enables users to analyze participation history and discover specific events using keyword-based fuzzy searching.

MCP Prompt Enhancer Server

Transforms simple prompts into detailed, professional specifications using AI, designed to get better results from Claude, ChatGPT, and other AI assistants.

MCP Server with Wikipedia Article Tool

一个轻量级的模型上下文协议 (MCP) 服务器实现，使用服务器发送事件 (Server-Sent Events)。 特色是维基百科文章解析器，可以将内容转换为 Markdown 格式。 演示了通过 HTTP 的客户端-服务器 MCP 通信。

MCP Server Meraki

用于 Meraki API 的 MCP 服务器 - 用于管理 Meraki 基础设施的标准化接口

SOLx402 MCP Server

Enables AI assistants to interact with the x402 payment protocol on Solana, allowing discovery and consumption of x402-enabled services, USDC payment management, and access to Solana development resources.

TinySearch

Shrink the web for your local LLMs! Provides web research capabilities to low resource models and environments.

prolog-reasoner

SWI-Prolog execution for LLMs with CLP(FD) and recursion — boosts logic/constraint accuracy from 73% to 90% on a 30-problem benchmark.

Faber MCP Server

Enables the deployment and management of Laravel applications on Faber servers directly from Cursor via natural language. It supports full stack orchestration, including provisioning apps, databases, SSL, and handling zero-downtime deployments and rollbacks.

Clarion Knowledge Base

Enables semantic search across Clarion programming documentation via natural language queries in Claude AI, supporting 21 manuals and 21,747 indexed chunks.

GitBridge

Enables AI assistants to analyze GitHub repositories, including fetching repository details, searching, and retrieving README content.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

@jingjingbox/mcp-cli-bridge

Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management and file reading capabilities.

Clangaroo

Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.

Mineru MCP Server

Enables batch conversion of PDF files to HTML format using Mineru's official PDF parsing API. Supports automatic file scanning, customizable parsing parameters, and organized output with renamed image assets.

Berlin-Search-Service

A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.

IT Onboarding Automator MCP Server

Enables AI assistants to inspect employee access, list failed onboarding events, and retry provisioning operations.

Planet MCP

Enables AI agents to interact with the Planet API for satellite imagery ordering, subscriptions, and data management through natural language.

baseclaw

Manages Yahoo Fantasy Baseball teams via AI, allowing natural language queries for roster updates, trade analysis, waiver wire, and league insights.

io.github.CSOAI-ORG/coppa-ferpa-mcp

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

Youtube Vision MCP

利用 Google Gemini Vision API 与 YouTube 视频交互的 MCP（模型上下文协议）服务器。它允许用户获取 YouTube 视频的描述、摘要、问题解答以及提取关键时刻。

Kratos-MCP

Enables autonomous analysis of PE (Portable Executable) files for detecting injected sections and anomalies, with self-correcting JSON-RPC tools for binary forensics.

Poke Google Docs MCP

A remote MCP server that lets your Poke agent create and edit Google Docs.

Douyin MCP

Enables AI assistants to access Douyin (TikTok China) data including video search, details, comments, and user information via local JavaScript signature.

mem-forensics-mcp

Multi-tier memory forensics MCP server combining a fast Rust engine with Volatility3 coverage for analyzing memory dumps.

git-mcp-server

A secure, git-aware MCP server for working with local repositories, enabling file management, shell commands, and full git operations within allowed directories.

word-mathtype-mcp

A local MCP server for academic Word document processing, supporting real MathType OLE objects and Word REF/bookmark cross-references.