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MCP テンプレート

SiroSuzume

MCPサーバーのテンプレート模索

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Qilin MCP Framework 🌩️🐲🌩️

miyamo2

Qilin MCP Framework

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Hetzner Cloud Mcp Server

wbf-solutions

The Hetzner MCP with SSH server management. 60 tools — Cloud API + SSH in one MCP server.

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MCP example Netlify Express

srikaran7

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ArcGIS MCP Bridge

muend

Secure local-first MCP server exposing 100 ArcGIS Pro / ArcPy geoprocessing tools to LLM agents. Two-process architecture, PathGuard filesystem sandboxing, and confirmation gates for destructive operations. Real geoprocessing requires local Windows + licensed ArcGIS Pro; cloud/co

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Cursor IDE and MCP Servers

armansiddiqui00

Repository for Cursor IDE and MCP servers testing

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T

Test_server

optimism-java

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AA

Ai Agent Api

AntoNYak0

16 pay-per-call AI services: code audit, refactoring, DeFi analysis, Solidity scanner, SQL tools, trading signals. Powered by DeepSeek V4 Pro. Payment via x402 USDC.

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EnreachVoice API MCP Server

mokso

EnreachVoice API MCP Server

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VM

Vibelogin Mcp

vibelogin

Add authentication to Next.js apps through AI coding agents. Create projects, configure auth methods (email/password, magic link, email OTP, Google OAuth), set password policies, and scaffold auth code - all via MCP tools in Claude Desktop, Cursor, or Windsurf.

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Probo API Integration with MCP

BrightNexo

A Model Context Protocol (MCP) wrapper for the Probo printing API. Simplifies interactions with Probo's print service through standardized, type-safe interfaces for product configuration, ordering, and status tracking.

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D

Datapoint

impel-intelligence

MCP server for human-in-the-loop surveys, A/B preference tests, ratings, and rankings. Get real human feedback inside Claude Code, Claude Desktop, Cursor, Windsurf, and any MCP client

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S

StackSherpa

astein91

Intelligent API recommendation engine that silently picks the best APIs for your stack. Analyzes your project profile, compliance requirements, past decisions, and known issues to recommend the right provider for auth, payments, email, storage, and 25+ other categories.

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FM

Fossil Mcp

yfedoseev

The code quality toolkit for the vibe coding era.

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GC

Godbolt Compiler Explorer

benestar

A Model Context Protocol (MCP) server that provides access to the Godbolt Compiler Explorer REST API endpoints. Built with the FastMCP Python library.

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Code Understanding MCP Server

codingthefuturewithai

An MCP (Model Context Protocol) server designed to understand codebases and provide intelligent context to AI coding assistants

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Code Reason

ph0smet

MCP server that gives coding agents program-analysis primitives — data flow, call graphs, taint analysis — so they reason from ground truth instead of grep-and-guess."

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Clanki 2.0: Your AI's Supercharged Bridge to Anki! 🚀

jrherediaramirez

MCP server enabling AI assistants (like Claude) to control Anki via AnkiConnect

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Building a Remote MCP Server on Cloudflare (Without Auth)

rosedael

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MCP Server with Wikipedia Article Tool

codingaslu

A lightweight implementation of the Model Context Protocol (MCP) server using Server-Sent Events. Features a Wikipedia article parser that converts content to Markdown format. Demonstrates client-server MCP communication over HTTP.

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OM

Omnisockit Mcp Server

OmniSocKit

Turn your AI into a social platform development expert. 41 WeCom (Enterprise WeChat) AI SKILLs with 550+ API endpoints. Zero config, zero risk — knowledge delivery only.

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AM

Ast Metrics

Halleck45

Static code analyzer with MCP server. Gives AI agents access to complexity metrics, coupling analysis, community detection, risk scoring, and test quality, without reading every file.

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MCP JS Server Template

ryaker

Simplified MCP Server Template for Node.js

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CM

Cisp Mcp

fw-magic

cisp-mcp 是一个用 Python 编写的 CISP API MCP 服务,用于把 CISP 企业信息接口封装成可被大模型调用的 MCP tools。 项目使用 uv 管理依赖,基于 mcp Python SDK 的 FastMCP 开发,通过 CISP AI 网关 JSON 接口访问后端 API。

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shell-mcp-server

RUNFUNRUN

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mcp-server-test

i-icc

MCP サーバーのテスト

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EM

Elmapicms Mcp Server

elmapicms

An MCP server that connects AI agents like Cursor and Claude Code to your ElmapiCMS instance. Manage collections, fields, content entries, and assets programmatically through natural language.

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RelayShield

nzdsf2-gif

RelayShield gives AI agents and developers real-time identity and infrastructure threat detection via a single REST API. Monitor breach exposure, SIM/eSIM swap attacks, and domain lookalikes. Install as a native MCP server for Claude Desktop and Claude Code in one line: pip insta

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Building a Remote MCP Server on Cloudflare (Without Auth)

IlanKalendarov

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monday.com MCP Server

mondaycom

Official monday.com MCP server

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MCP Server for Autodesk ShotGrid REST API

chordee

Project repository for mcp-server-shotgrid

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MCP SSH/SFTP 服务器

naya-cat-1

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Building a Remote MCP Server on Cloudflare (Without Auth)

calvinw

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Building a Remote MCP Server on Cloudflare (Without Auth)

adappterxyz

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my-mcp-ssh

ffpy

MCP-based SSH tool for LLMs to interact with remote servers.

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Spec Oxide Mcp For Spec Driven Development With Claude Code To Avoid Token Waste

marconae

Spec Oxide is a comprehensive workflow and toolset that enables spec-driven development for AI-assisted coding with Claude Code. You agree on what to build before any code is written. Spec Oxide ships a CLI and an MCP server to list and manage specifications as Markdown files as

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Endgame

endgame-hq

The cloud designed for use by AI Agents. Deploy rapidly, auto-test, and self heal apps via Cursor, Claude Code, Windsurf, etc.

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API Docs MCP

EliFuzz

MCP server for API documentation, supporting GraphQL, OpenAPI/Swagger, and gRPC from local files or remote URLs

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mcp-boilerplate

grossomanache

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Building a Remote MCP Server on Cloudflare (Without Auth)

John-Selvinraj

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HQ Pool Services Website

EmundoT

Test w/ Figma MCP server to generate a pool services page

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MA

Meta-ads-analyzer to Marketing section

shibanshu12

Performance marketing diagnostics MCP server for Meta Ads. 15 tools for spend leak detection, creative fatigue analysis, audience decay monitoring, benchmarking, and custom SQL queries. Read-only SQLite security by default.

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MCP Server for Cursor Integration

knyengera

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MG

Mcp Guardian

rudraneel93

> MCP Guardian is a runtime security, cost governance, and health monitoring proxy for MCP infrastructure. Three-layer detection engine (regex → schema → LLM), YAML policy engine with hot-reload, 50+ secret patterns + Shannon entropy, AST command validation, JWT algorithm pinning

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Hello World MCP Server (Reference Extension)

Model Context Protocol

A reference MCP extension demonstrating best practices and all available features

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RA

Recipe Api

recipe-api

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🧠 Model Context Protocol (MCP) Server

sathishj21

A modular FastAPI-based MCP (Model Context Protocol) server that supports reading local JSON and Excel files via HTTP API. Easily extensible for agents and automation tools like Flowsie AI or n8n. Includes Docker support and clean production-ready structure.

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Test Mcp Helloworld

nacharyadev

Hello world example for MCP server

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MQ

Mcp Quiz Generator

kkjzio

A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.

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mcp_rs_test

andrewsah

MCP server implementation in Rust

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MCP Server Boilerplate

takunagai

Model Context Protocol(MCP) サーバーのボイラープレートとなるシンプルな実装です。

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MCP Server TypeScript Template

MCP-Mirror

Mirror of

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Webpeel

webpeel

Web data API that just works. Pass any URL, get clean markdown — Cloudflare, JavaScript, CAPTCHAs handled automatically. No config needed. 97.6% success rate across 500+ domains. Free tier included.

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Amazon CloudWatch Logs MCP Server

hyorimitsu

A Model Context Protocol (MCP) server that enables AI assistants to interact with Amazon CloudWatch Logs through a standardized interface using AWS SDK.

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MCP Combined Server: 3D Cartoon Generator & File System Tools

falahgs

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Antigravity Link MCP Server

cafeTechne

Antigravity Link is an MCP server and mobile companion for Google's Antigravity IDE. It captures live snapshots of the Antigravity chat UI via Chrome DevTools Protocol and serves them to a mobile web client. From your phone you can send messages, upload files, stop AI generation,

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API Auto MCP Server

RJiazhen

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Building a Remote MCP Server on Cloudflare (Without Auth)

mythonaut

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NCCI Claims Validation — CPT Code Pair Edits + MUE Limits

easysolutions906

Validate CPT/HCPCS code pairs against NCCI edits. Check if codes can be billed together, what modifiers are needed, and MUE unit limits. Prevents claim denials. No public API like this exists.

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Redmine Fastmcp Server With Oauth

tuzumkuru

A centrally-deployed MCP server for Redmine with OAuth 2.0 authentication. An administrator deploys it once; users connect by authorizing through Redmine — no API keys or per-user setup required. Built with FastMCP 3.

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Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.