Discover Awesome MCP Servers

jp-m2m-mcp

MCP server providing raw Japanese regulatory corporate data, including pension headcount logs, statutory financial disclosures, and government procurement records, metered via x402 micro-payments.

fmp-mcp-research

A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep tools to build strict buy-side earnings-call evidence packs and score catalyst reports.

mcp-garendesign

Enables AI-driven frontend component design and code generation from natural language requirements. Supports Vue, React, and Angular with intelligent component decomposition, API design, and complete project generation.

insurance-mcp-poc

MCP server that exposes life-insurance back-office tools (policy document search, application status, product/underwriting rules) to LLM agents. Enables agents to retrieve policy documents, check application status, and evaluate underwriting rules via hybrid search and rule lookup.

spm-search-mcp

An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.

Kapa MCP Server

Enables querying Kapa.ai's documentation and Q&A capabilities for any project enrolled with Kapa, with tools for asking questions and searching sources.

CF-MCP

A Cloudflare Worker that demonstrates wrapping REST APIs with Model Context Protocol, providing product management operations through both REST endpoints and MCP tools on the edge.

Chat2Agent

A bridge that enables the ChatGPT web interface to use local file and shell tools through the official MCP protocol, turning the workspace into an agentic coding environment.

SAP MCP Command Center

Enables querying three synthetic SAP systems (ERP, S/4HANA, BW) for master data, transactions, and analytics via natural language or MCP tools, with a live dashboard.

棒読みちゃんMCPサーバー (Node.js版)

A Node.js server that enables AI assistants to interact with Bouyomi-chan's text-to-speech functionality through Model Context Protocol (MCP), allowing for voice reading of text with adjustable parameters.

pg-mcp

A Model Context Protocol server for PostgreSQL that enables database operations like querying, schema inspection, performance analysis, and administration through a JSON-RPC 2.0 interface.

qdrant-codebase-mcp

Indexes codebases into Qdrant for semantic search, enabling AI assistants to find relevant code by meaning without re-exploring the repo.

Sketch Engine MCP Server

Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.

Copilot Memory MCP

Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save and recall knowledge across sessions, plus long-running monitoring tools.

Control Server

一个使用 nut.js 和模型上下文协议 (MCP) 构建的 Windows 控制服务器，提供对 Windows 系统操作的程序化控制，包括鼠标、键盘、窗口管理和屏幕截图功能。

callout-dev

AI co-founder MCP server for solo founders. Multi-perspective code review (CTO, Security, Product, DevOps, Customer), stage-aware guidance, tech decision validation, and portfolio management across projects.

sanitycheck-mcp

Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.

mcp-mybatis

A MyBatis configuration validation tool that checks for consistency between Java entity fields and database columns across XML maps, annotations, and SQL queries. It provides detailed diagnostic reports and actionable prompts to help developers identify and fix mapping errors and configuration issues.

artifacty

A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capable tools like Claude, Codex, and Gemini to publish, list, read, update, and continue from artifacts without copying content through chat.

Hackathon SEO Analyst Agent

Enables analysis of raw SEO data by ingesting nested JSON datasets and converting them into clean, actionable metrics through the Model Context Protocol.

pz-nitrado-mcp

MCP server for managing a Nitrado-hosted Project Zomboid server. It lets you check status, edit sandbox settings, manage mods, and tail logs through natural language.

js-translation-helps-proxy

Enables interaction with translation helps APIs through multiple interfaces (MCP, OpenAI, stdio, etc.) for fetching scripture, translation notes, and more via natural language.

qwen-mcp

A lightweight Node.js MCP server that integrates Alibaba Cloud's Qwen models, providing vision understanding, real-time web search, and general chat capabilities through three ready-to-use tools.

mcp-amazon

A read-only MCP server for accessing Amazon wishlist data via HTML snapshot parsing or optional live browser-backed reads.

fallsignature-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude Code, enabling state folding, κ-band classification, and fold operations.

cisco-sdwan-mcp

An MCP server for Cisco Catalyst SD-WAN that lets LLM clients query fabric inventory, device health, alarms, and path quality from vManage. It is read-only by default, with configuration-changing tools available only when explicitly enabled and requiring human confirmation.

substack-article-mcp

MCP server for Substack that enables reading articles, comments, feed, and subscriptions from AI clients like Cursor and Claude, with optional authentication for paid content.

Simple MCP

A modular MCP server that provides comprehensive system automation capabilities including file operations, Telegram integration, job scheduling, system control, and YouTube downloads. Features persistent data storage and a clean architecture for easy extension and maintenance.

fallfeed-mcp

A sovereign, MIT-licensed MCP server wrapping the fallfeed SDK for professional service workflows, featuring Ed25519 cryptographic signing, offline capability, and discoverability on FallMarket.

Weather MCP Server

一个天气 MCP 服务器，使用国家气象局 API 提供天气预报和警报。