MCP Servers

Unofficial MCP server for Yandex Search API v2: web, image and generative search with typed tool parameters

中国 A 股实时行情 MCP Server

Giraffe Agent — Universal Order Execution Model - MCP Server

Engine-agnostic MCP server shared by Unity-MCP, Godot-MCP and Unreal-MCP

OAuth 2.1 Authorization Server for the Model Context Protocol (MCP)

MCP server by rubber25ba

MCP server by AzzBAN

SolidWorks MCP Server — 让 Claude AI 通过自然语言控制 SolidWorks。61 个工具：草图、特征、曲线、装配、翼型导入、 分析、导出。支持 SW 2023-2025。SolidWorks MCP Server — Control SolidWorks with natural language via Claude AI. 61 tools: sketch, feature, curve, assembly, airfoil import, analysis & export. Supports SW 2023–2025.

MCP server by RogFederer

MCP server by perla0207

MCP server by Ridhwik

MCP server by akamai

Visual preset editor for AI image prompts — an MCP app for ChatGPT. Deterministic prompts from reusable presets, with an in-chat widget.

MCP server for searching browser bookmarks and history across Chrome, Firefox, Edge & Brave — works with Claude Desktop

MCP Server so your trusted LLM can access your Kicktipp and submit tips.

这是一个 Codex 插件：figma-mcp-doctor。 它专门修复 Codex 里 Figma MCP、figma-desktop、use_figma 经常失效的问题。 特别适合 “get_metadata 能用，但 use_figma 不出现” 的情况，因为这代表本地读链路通了，但远程写入链路没暴露。 插件会自动诊断本地 Figma Desktop MCP、远程 Figma MCP OAuth、figma@openai-curated 插件、ChatGPT 登录态、IPv4 代理和 Codex 旧会话缓存。

AI 邮件助手 — 作为 Codex MCP 插件使用。自动读取收件箱、生成每日总结、起草回复。支持 QQ/163/Gmail/Outlook。

为 vibe coder 而生的小红书数据采集 MCP 工具：uvx redgo-mcp 一条 config 接入 Claude Code / Codex / Cursor，用大白话让 AI 帮你做选品功课、摸品牌口碑、找对标博主、调研选题。数据干净即用、账号保护内建，无需懂代码。

Credit Bureau MCP Server — a credit-reporting platform: consumers, credit reports (tradelines/inquiries/public records), scores + factors, permissible-purpose-gated pulls with hard inquiries, FCRA disputes, and affordability analytics; FCRA-style access logging

MCP server by QD1999

A lightweight, zero-overhead HTTP-to-stdio MCP bridge written in Rust.

Standalone MicroPython driver for the MCP2515 CAN controller over SPI

一个面向关系型数据库的轻量级 MCP（Model Context Protocol）服务器。它通过 stdio 与 MCP 客户端通信，支持在运行时动态打开 PostgreSQL 和 MySQL 连接，并执行 SQL、控制事务。

Exemplo em .NET 10 de Console Application que faz uso do Microsoft Agent Framework, com integração com Microsoft Foundry, interação com um servidor MCP - utilizei o Microsoft Learn Docs MCP Server para testes - e monitoramento via OpenTelemetry + stack Grafana. Inclui Docker Compose para criação do ambiente de testes com o APISIX como AI Gateway.

Umbrella worker for MCP portfolio: master landing, live status, ToS/Privacy/Refund/Support, SEO.

MCP server by JS190-prog

MCP server for debugging Node.js programs through the V8 Inspector Protocol.

Mi Mi Mi MCP is an MCP server for opencode. If you don't like the code generated by the neural network, opencode will call the mcp server, and a gif from clash royale will appear on your screen.

MCP server by JS190-prog

mcp conversational inputs & outputs supabase serv.

文档读取

Tử Vi Horoscope MCP Server - a Python MCP server for generating, analyzing, and managing Vietnamese Tử Vi astrology charts with clean JSON output for LLM agents.

MCP server by Donksix6six

Claude Desktop MCP and CLI for Proton Drive — list, upload, download, share, and manage E2E encrypted files

MCP server wrapping cn-font-split for agent-callable font subsetting (AI-generated)

Blender Knowledge Base Document Ingest + MCP Server

SAP BTP Trial ABAP ADT MCP

Make Codex stop eating giant diffs: delegate heavy Claude Code loops to cheap gateways and return compact verified results.

Cloudflare Sentinel custom MCP tools for CloudflareV2 CCF WAF, bot, geo, and request security investigations

MCP server for generating code review documents from git branch comparisons

MCP server by ForeverJin

MCP server by ismail-kattakath

LIMS MCP Server — a Laboratory Information Management System: samples & chain of custody, tests/specs with OOS detection, ALCOA+ result amendments, gated batch release, HACCP, instruments, and food-safety incidents

SCADA MCP Server — a critical-risk industrial-control platform for energy & utilities: assets, telemetry/historian, alarms, safety-interlocked + approval-gated control commands, outage triage, and maintenance

Banana Accounting MCP Server

MCP server: prompt → Meshy.ai 3D → Blender turntable → YouTube video. Sibling of meshy-bottube-mcp (agents); YouTube for human reach.

MCP server: prompt → Meshy.ai 3D → Blender turntable → BoTTube video. The BoTTube 3D-to-video pipeline as agent tools.

Assessment MCP Server — an assessment platform: item bank (6 types), curriculum/standards mapping, blueprint-driven generation, rubric scoring, auto-grading, and psychometric analytics (item difficulty/discrimination, standard mastery)

Running MCP fully local — private, offline-capable agents with Ollama and open models. Demo from MCP Dev Summit Bengaluru 2026.

Survey MCP Server — a survey platform: create (typed questions), deliver (collectors + email invitations), and measure (NPS, CSAT, distributions, cross-tabs)

MCP server by Sakshxm-py

Supplier MCP Server — a Supplier Relationship Management platform (suppliers, qualification, catalog & pricing, purchase orders, RFQ/sourcing, quality audits & SCARs, scorecards, supply-risk monitoring)

MCP server by willianpinho

MCP server by promax-mafker

An MCP-governed, RAG-enhanced multi-agent LLM system for prostate cancer care, developed in collaboration with UChicago Medicine. Built using LangGraph, LangChain, ChromaDB, FastAPI, OpenAI GPT-4, HuggingFace embeddings, and ML & survival models (XGBoost, Cox, Weibull, RSF) for clinical reasoning and treatment prediction.

Student Records MCP Server — a Student Information System (students, courses, enrollment, grades & rubrics, attendance, support, guardians, transcripts, analytics) with FERPA access logging

MCP server by maxim-saplin

DAM MCP Server — digital asset management platform: assets, metadata & tagging, versions & renditions, collections, rights/licensing with clearance gating, brand review, shares, and usage tracking

Regulatory MCP Server — requirements, compliance reviews with artifact screening, submissions/filings, regulatory-change monitoring, and change control for energy, food & beverage, legal, and pharma agents

MES MCP Server — work orders & routing, scheduling, production runs with OEE, factory test yield, and material genealogy / recall traceability

MCP server by a2welt

Generate answers & visualizations from your engineering data to track software development health.

MCP server by Helianthusay7

AI assistant skills for the Marker.io MCP. Triage feedback, spot patterns, ship fixes.

MCP management tool, running locally / MCP管理工具，本地运行

This repository is used to load carsim into the agent, and it can allow the agent to call the CLI of carsim to carry out the co-simulation of Carsim and matlab. This repository has been tested.If you like this project, please give it a star.

MCP server by nassor

检测你在 IDE 里的挫败/生气信号，总结原因，自动分类写入个人 Skill，让 Agent 以后少踩同样的坑

Let OpenAI Codex control NI Multisim through a local MCP server for component placement, wiring, screenshots, and saving designs.

MCP server for Stability.ai v2beta image generation and editing - use directly in Claude Desktop

MCP server and CLI for TikTok Ads reporting and controlled campaign operations

MCP server providing 74 AI-optimized Roslyn tools for .NET semantic code analysis, navigation, refactoring, and code generation. Supports C# and VB.NET.

AI-safe SSH MCP daemon with encrypted vault, Web UI, exec, PTY, SFTP, and audit logs

Local-first Binance USD-M Futures trading workstation with MCP tools, React dashboard, SQLite state, and guarded automation.

Self-hosted OSINT toolkit — MCP server, AI REPL, CLI, web app & chat apps (WhatsApp/Telegram/Discord via OpenClaw). Entity, event/news & social/community intelligence. Keyless-first.

QMS MCP Server — quality management (suppliers, batches & QC release, inspections, NCR, CAPA, complaints, HACCP) for food & beverage and manufacturing agents

Fraud MCP Server — unified fraud detection (signals + risk scoring) and case review (alerts, gated decisions, block/allow lists) for retail and insurance SIU fraud agents

Loyalty MCP Server — members, points ledger (earn/redeem/adjust/expire), tiers, rewards catalog, redemptions, and promotional offers

Project MCP Server — projects, tasks, sprints, milestones, dependencies, time tracking, and reporting (progress, burndown, critical path, workload)

Approval MCP Server — multi-stage approval workflows (quorum, sequential, sign-off) for legal and media-content agents, with delegation, escalation, and an immutable audit trail

MCP server by bhveysel-prog

MCP server by Hassaan-js

HammerTime-MCP is an MCP integration for HammerTime. Enabling AI-assistance in mapping.

MCP server for Grok Imagine image generation & editing — xAI API, mock mode, Cursor/Claude compatible

An MCP server that lets an LLM search kubesearch.dev

Research MCP server for AI agents. Docker-packaged. Swarm-ready. Gemma 4 31B main agent with 10 source adapters (SearXNG, Crawl4AI, GitHub, Reddit, YouTube, HN, arXiv, Wikipedia, OSM, generic).

Chinese e-commerce MCP servers — let AI agents read merchant business data (Ocean Engine, Douyin Shop, JD.com, Taobao, Pinduoduo). 电商经营数据 MCP 连接器。

Human Interaction MCP Tool

Web UI for humen-mcp

Self-hostable MCP server that lets Claude crawl pages blocked by anti-bot walls, JS challenges, or IP bans, without paid scraping APIs. Bring your own proxies. RabbitMQ queue, Rust crawler, MinIO claim-check.

Enhanced Model Context Protocol (MCP) server for Gemini 3.1 multimodal image generation and editing

Just helps you delete the hundreds of thousands of random emails on gmail that are otherwise pretty hard to clean up via the UI. Sends things in promotions, updates, and socials to trash -- saving you a lot of time and space!

YouTube MCP Server

MCP server by xjdxjd

MCP server for 3d-design

MCP weather server with 12 tools, Gemini 3.1 Flash Lite integration, and Streamlit UI