MCP Servers

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fcai-mcp-servers

devsapp

No description yet

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Pinpoint

gowtham012

Click an element in your running app or iOS Simulator, say what should change; your agent gets it

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Godot Forge

gregario

Godot 4 MCP server: test runner, API docs, script analysis, scene parsing, LSP

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Greptile

sosacrazy126

No description yet

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Investec MCP: Banking API for AI Agents

Nicolaas0411

MCP server for the Investec Private Banking API

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dotnet-sherlock-mcp

jcucci

.NET assembly introspection MCP server with advanced reflection and type analysis capabilities

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Jira CLI MCP Server

choplin

MCP server that wraps jira-cli to enable AI assistants to interact with Jira

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HOI4 Agent Tools

klimPaskov

Build HOI4 mods: focus trees, events, decisions, worlds, GUI previews, docs and AI balance

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Lain Mcp

spuentesp

High-performance knowledge graph MCP server for AI coding agents with semantic search

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livewire-flux-mcp

leMaur

Flux UI component and layout docs for AI coding agents. Live from fluxui.dev, Pro-tier aware

🍋

🍋 Lemonade Stand MCP Server

jimmcq

A simple, working example of a Model Context Protocol (MCP) server that lets you play the classic Lemonade Stand game through Claude Desktop

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Lite_MCP_sdk

S2thend

A light weight version of mcp sdk inspired by official model context protocol sdk, now focus on sse only no stdio

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Excel MCP Server (FsOpenXmlDsl)

MarkNicholls

Excel tools for AI agents: read/write, decompile to F#/C#/XML/JSON, or build from XML/JSON

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hexvero

maximilianfeix

Electron release diff for security review: what changed in IPC, contextBridge, windows and hosts

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MCP Auto Register

JoshuaSiraj

Automate the registration of functions and classes from a Python package into a FastMCP instance

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MCP Python Toolbox

gianlucamazza

MCP server giving AI assistants a toolbox for Python development

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MCP Bybit API Interface

dlwjdtn535

No description yet

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mcp-editor

arathald

Port of Anthropic's file editing tools to an MCP server

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Model Context Protocol (MCP) Example

iddv

A reference implementation of the Model Context Protocol (MCP) enabling seamless tool calling between LLMs and applications. Features client/server architecture with HTTP APIs, local CLI execution, and AWS Bedrock integration in a production-ready, extensible framework

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Korea Tourism API MCP Server

harimkang

Model Context Protocol (MCP) server that provides tools for accessing the Korea Tourism API

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Node Omnibus MCP Server

bsmi021

A comprehensive Model Context Protocol (MCP) server that provides advanced Node.js development tooling and automation capabilities

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MCP Server Reference Implementation

QuantGeekDev

Reference MCP server implementation of draft MCP OAuth spec https://modelcontextprotocol.io/specification/draft/basic/authorization#2-3-authorization-server-discovery

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MCP Server

app-appplayer

No description yet

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Iris

iris-eval

The first MCP-native eval and observability tool for AI agents. Any MCP-compatible agent discovers and uses Iris automatically — no SDK, no code changes. Log traces with hierarchical span trees, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost

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MCP Server Collection

mcpchina

MCP server aggregation

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mcp-vscode-template

timsonner

MCP server template for VS Code.

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Web Validator MCP by DigestSEO

AKzar1el

W3C HTML/CSS Validator and Technical SEO Audit MCP Server. Part of the DigestSEO (https://digestseo.com) suite.

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Architecture Intelligence Platform

michaelegner

Evidence-qualified architecture context for coding agents

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migrationpilot

mickelsamuel

112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL

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Aletheia

mohamed-ashraf-elsaed

A free, local memory and rules hub for AI coding tools, served over MCP.

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package-version-check-mcp

MShekow

Returns the latest package, dependency, and tool versions for Python, NPM, Go, Docker, Helm, etc.

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redcon

natiixnt

Deterministic context packing for AI coding agents; measured 83% fewer input tokens, local

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nativeMCP

SihaoH

An MCP system written in C++ that includes host, client and server implementations of the MCP core architecture

.

.NET Debugger for MCP

nevse

Give an AI agent a real .NET debugger: breakpoints, stepping, locals, expression evaluation

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nuxt-cursor / vite-plugin-mcp

JosephAnson

A collection of tools for adding AI capabilities to your Nuxt app

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occasio

occasiolabs

Tamper-evident, Sigstore-signed audit trail for Claude Code agents

D

Declarative OSC bridge for music hardware and software

roomi-fields

OSC ↔ MIDI/SysEx bridge for 849 hardware synths and music software (Ableton, Bitwig, Reaper, Sonic Pi). A MIDI MCP and OSC MCP for Claude.

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Pine Script v6 Documentation

paulieb89

Pine Script v6 documentation lookup, function validation, and linting for AI code generation

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mcp-server-colab-exec

pdwi2020

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

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XAF Logic Explainer

peopleworks

Query your DevExpress XAF app: entities, controllers, actions, rules, Model Editor

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Public Apis Mcp

worryzyy

Provides intelligent access and management functionality for the public-apis database. Offers developers convenient public API discovery, search and integration services. Through the standardized MCP protocol, you can easily integrate rich public API resources into various AI assistants and development tools

本

本项目建于2025-03-30，是一个MCP Client 与 MCP Server的样例实现（Python版本）

jayliangdl

Sample implementation of MCP Client and MCP Server based on SSE (Python version)

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python-pip-mcp

lukeage

Minimal example implementation of a MCP server and client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable

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Qiita MCP Server

2bo

Qiita MCP Server

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Repocrunch

kimwwk

Deterministic analyzer that turns GitHub repos into structured JSON

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Twosio

2s-io

575+ pay-per-call tools for AI agents: ground-truth data, AI gateway, and agent infra. x402 USDC, no keys, up-to usage billing.

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searchcraft-mcp-server

searchcraft-inc

An MCP server powered by Searchcraft, the developer-first vertical search engine

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SecureAnnex MCP Server

arsolutioner

A Model Context Protocol (MCP) server for analyzing browser extension security

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MCP Stdio

shigechika

Stdio-to-HTTP gateway connecting MCP clients to remote HTTP MCP servers

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Silbercueswift

silbercue

The fastest, most complete MCP server for iOS development. Native Swift binary, 55 tools, 20ms screenshots via CoreSimulator IOSurface, structured xcresult test results, direct WebDriverAgent UI automation. Zero dependencies.

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Skip Tracing POC - Professional Demo Platform

GautaVaid

Professional skip tracing demo built with 6-server MCP stack—locate individuals and gather contact information with AI-powered confidence scoring

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solon-ai-mcp-embedded-examples

opensolon

solon ai and MCP embedded examples. Supports MCP_2025_06_18 (mcp streamable). Sample projects include various framework embeddings: Solon, SpringBoot, jFinal, Vert.X, Quarkus, Micronaut.

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Spring AI MCP server to access information from

martinlippert

MCP server implementation that serves up-to-date information about projects from api.spring.io

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repo2graph

Srinivasan-78

Ask a codebase a question, get back the source that answers it, every block cited to file:line

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Stacksfinder

hoklims

Tech stack recommendations for developers. 4 free tools + Pro features with API key. Deterministic scoring across 30+ technologies.

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Figma Mcp Express

sunhome243

figma-mcp-express connects AI agents directly to Figma via a local plugin bridge. No Figma token required. No quota. No per-seat billing. Ships 70 discrete tools for reading design context, creating and mutating nodes, importing library components and variables, managing styles a

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rune

thecolourfoundation

Evidence-backed codebase understanding with file:line citations, for AI clients over MCP

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remem-mcp — Local-first MCP Memory + CodeGraph + Wiki

tinhien11

Local-first memory for AI coding agents. Memory, CodeGraph and Wiki in one SQLite file

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Getting Started

jherr

Super simple TanStack Start MCP server

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Tutorial: Create an MCP Server in .NET using C#

mehrandvd

A very basic example of how to create MCP servers in .NET using C#