MCP Servers

A portfolio-grade multi-agent AI engineering showcase demonstrating how to build an agentic system

A backend-only Model Context Protocol (MCP) server for self-reflective retrieval augmented generation.

a comfyui plugin to transform APP Mode workflow to MCP

Claude Code MCP Server: NVIDIA LocateAnything-3B visual grounding — screenshot + natural language → pixel coordinates

An MCP server to generate anime images via a local Stable Diffusion XL backend

Unofficial Notion MCP server via the private API (token_v2) — full read/write, no integration token.

A .NET MCP control-gate project that discovers live tools, validates contracts, and blocks risky tool changes before promotion.

An MCP-powered expense tracking platform that combines personal finance management with collaborative group expense sharing. Features include OAuth authentication, invite-code based groups, role management, settlement calculations, audit logs, PostgreSQL persistence, and a responsive FastAPI + Bootstrap web interface.

MCP server by zeroix07

MCP server by lr-liang

MCP server for controlling Google Flow via browser automation (Playwright + CDP)

MCP server by TakuyaO-0704

Multimodal RAG for source-backed AI answers MCP Server

🇮🇳 MCP Server for Indian Options — Real-time option chains, Greeks, 34+ strategies, OI analysis, IV smile, Max Pain. Works with Claude Desktop. Replaces Sensibull.

Self-hosted MCP server for read-only personal Outlook.com mail via Microsoft Graph

MCP routing proxy for Claude Desktop — local Ollama model switching via LiteLLM

Live migration & conformance analyzer for MCP servers targeting the 2026-07-28 stateless spec. Probes stdio/HTTP servers read-only and reports findings as JSONL/Markdown.

MCP server by shalinda-j

A Rust MCP server exposing Hacker News to AI assistants over stdio. Read the front page and Ask/Show/job stories, walk full comment trees with depth control, fetch user profiles, and run full-text search. Backed by the official Firebase and Algolia APIs — no keys, no auth.

MCP server by sealkrach

Discover and explore Model Context Protocol (MCP) servers and tools

A lightweight godot MCP written in gd script.

MCP proxy in front of the GitHub MCP that returns JSON schemas instead of raw responses. Built on json-schema-sketch.

MCP server by arnavgoyal080808

MCP server for philosophy texts — PhilPapers/PhilArchive scholarship plus public-domain classics (Gutenberg, Internet Archive, Wikisource), open-access books (DOAB), modern editions (Open Library), and the Stanford Encyclopedia. No API key required.

MCP server by iamTMTY

This project is a local MCP server for working with messages from an Microsoft Outlook PST archive.

Read-only MCP server for UK gym search using the LocalGym Agent API.

MCP server by momokula123

A self-evolving AI agent that reads, writes, executes, and iterates — all locally on your machine.

Python security scanner for MCP (Model Context Protocol) servers - Detect TOP 25 MCP vulnerabilities with scoring system

MCP server: Project PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents.

MCP server for Yongyou NC (用友NC) HR system integration

MCP server by MarkLee0

An MCP server that helps non-vision models extract and understand images and screenshots via OpenRouter multimodal models.

本地代码搜索 `MCP Server`，面向 `Java`、`JavaScript/TypeScript`、`.NET/C#`、`Python` 项目，支持本地扫描、增量索引、全文/符号/路径搜索，并通过标准 `MCP` 协议把结果提供给 AI 客户端。

Claude-Code-Game-Studios combine Unity-mcp to create unity project

MCP server by ymxfl

MCP server by lianggaoyuan

MCP server that exposes Amper's 80+ DeFi tools to any MCP-compatible agent.

MCP server by CamberCloud-Inc

一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。

MCP server by iamdanmccarthy

Local macOS MCP server and setup app for Apple apps

A MCP Server in Golang for Steampipe

MCP server by stan-issa

自进化 MCP 技能工厂：Agent 失败 → 分析轨迹 → 生成新 Skill → 沙箱测试 → 审计上线。MCP plugin that turns agent failure traces into new skills — generate, sandbox-test, audit, and promote. A self-evolving skill factory for AI agents.

Multi-model LLM Council (Karpathy-style 3-stage deliberation over OpenRouter), exposed as an MCP server for Claude Code.

MCP server exposing Ghidra reverse-engineering tools to LLM clients.

MCP server exposing IDA reverse-engineering tools to LLM clients.

MCP server by Chewji9875

Sample MCP client and server for file system example with stdio

解决在中国大陆等需要代理的环境下，Claude Code 使用 Gmail MCP Server 的认证和连接问题。

Chrome browser MCP for Claude — navigate, click, type, take screenshots, monitor network & console logs. Connects Chrome to Claude (Cowork / Claude Code) via a Chrome Extension + Python MCP server. 20+ browser control tools.

MCP (Model Context Protocol) adapter for the Django admin. v1.0.0 stable — wire-protocol-only layer over django-admin-rest-api, no new logic, no parallel permissions.

MCP server for controlling OriginLab OriginPro

MCP server for SAP Business Accelerator Hub catalog, specs, and documentation behind SAP authentication

MCP server that tracks flight prices over time and tells you when to buy — powered by Kiwi.com Tequila API

MCP server by hoangtv090103

MCP server by EasyBrowserMaster

MCP server for Flutter performance profiling — 26 AI-queryable tools via vm_service. Ask Claude why your app is slow.

美观直观的MCP服务器探索与测试工具。连接MCP服务器，发现工具，查看参数，执行调用并实时预览响应，是MCP开发调试必备利器。

A SOAR research platform integrating Model Context Protocol for security orchestration, automated incident response, threat intelligence, and AI-assisted security operations.

MCP server by datdtpl-maker

MCP server by sbhuvan455

Debug iOS UI with your LLM. MCP server for Lookin/LookinServer over Peertalk — works alongside the official Lookin desktop app.

Database MCP Java 是一个通用数据库 MCP 服务，基于 Java 21、Spring Boot 和 Spring AI MCP Server 构建。当前支持 PostgreSQL 和 MySQL 的基础数据库工具，并提供按数据库方言实现的慢查询统计、健康检查和索引建议。

MCP with Graph and Generic

verifiable execution-proof MCP for Base

MCP Server Oficial para buscar y extraer jurisprudencia y resoluciones del Tribunal Fiscal de la Nación (TFN). Conector para consultar resoluciones impositivas y aduaneras desde tfn.gob.ar

MCP server for the Monzo banking API (OAuth2, stdio)

让 AI 能「看懂」Android 屏幕 — MCP 工具，可导出 ViewTree、按文本/类名/ID 查找元素、JDWP 调试 / Android UI inspector MCP — dump view hierarchies, find elements, JDWP debug

MCP server for startup fundraising — SAFE conversion, dilution modeling, valuation, YC search, SEC filings, investor pipeline (16 tools)

MCP server for searching cheap flights in real-time via RyanAir, WizzAir and Google Flights. Built with FastMCP, asyncio.gather for parallel airline queries, and exponential backoff retry. Includes web UI, AI agent (Claude), and booking deep links.

Public read-only MCP server for the Epicure ingredient-embedding model

MCP server for regulatory compliance — GDPR, SOX, HIPAA, ISO27001, PCI-DSS, SOC2, NIST (27 tools)

All the things that my little mind comes up with...

IoT device management engine for ADK-Rust Enterprise agents

MCP server for Woffu — clock in/out, check status, vacations, and more

FastMCP server for Rapid7 InsightIDR investigation management

FastMCP server for Palo Alto Networks Cortex XDR alert and endpoint triage

🔒 A safe-by-default, beginner-friendly hub for MCP servers. Connect AI IDEs like Claude Desktop and Cursor to real-world developer tools. Read-only by desig

MCP server by suhajdab

Luma Calendar MCP server — event, guest, and ticket operations as tools for AI assistants.

AI-powered procurement engine for ADK-Rust Enterprise agents. Provides 37 MCP tools covering the full source-to-pay lifecycle — supplier management, purchase orders, RFQs, contracts, goods receipt, 3-way matching, budgets, diversity tracking, and 10 unique intelligence tools for risk scoring, price benchmarking, carbon footprint, demand forecasts

Personal-use MCP server that gives Microsoft 365 Copilot real hands on your own laptop: files, Python, Office, SQL, Web. 100+ tools, easily extensible, no extra licences.

Global scheduling engine for ADK-Rust Enterprise agents. Provides 32 MCP tools covering appointments, shifts, resource booking, availability, conflict detection, 22-country holidays, multi-timezone overlap, waitlists, round-robin assignment, group bookings, and sync with Google Calendar, Outlook

MCP server by zhuang-HE

VarynForge MCP server — install guide, tool catalog, OAuth-secured remote endpoint

Point of Sale engine for ADK-Rust Enterprise agents. Provides 39 MCP tools covering the full retail transaction lifecycle — cart management, multi-method payments, thermal receipt generation, shift reconciliation, loyalty programs, and barcode scanning.

MCP server for MiMo V2.5 vision capabilities - image, video, audio analysis

MCP server by maruru3

MCP server by zavora-ai

MCP server for managing Hadoop clusters (HDFS, YARN, Kafka, Flink, ZooKeeper) via SSH through Claude.

MCP server by Patr1ck-S