The MCP Trust Index.

OSU MCP Server

by sichengchen

Provides over 50 tools across 14 categories for accessing Ohio State University services including transportation, academics, dining, and events.

sichengchen/ohio-state-mcp-server

mermaid_mcp_tool

by shangdongwei

Provides Mermaid code validation and iterative line-level repair to fix syntax errors in LLM-generated Mermaid diagrams, ensuring consistency with the frontend parser.

shangdongwei/mermaid_mcp_tool

mcp-regex-tools

by rog0x

Provides a suite of regex and text processing tools for AI agents, including pattern testing, extraction, and replacement with capture group support. It also enables various text transformations like case conversion, line sorting, and deduplication through the Model Context Protocol.

rog0x/mcp-regex-tools

lottery-mcp-server

by lumosylva

A Model Context Protocol server for querying and analyzing double-color ball (双色球) lottery historical data from 2013 to present, offering tools for data retrieval, statistical analysis, and reference number generation.

Lumosylva/lottery-mcp-server

coolify-mcp

by stumason

MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

StuMason/coolify-mcp

Flux Schnell

by bytefer

Generates images using the Flux Schnell model via a Cloudflare worker API, providing a streamlined text-to-image generation service with robust error handling and environment variable configuration.

bytefer/mcp-flux-schnell

Google Tasks MCP Server

by alvinjchoi

Enables AI assistants to manage Google Tasks through natural language interactions. Supports creating, updating, deleting, searching, and listing tasks with secure OAuth2 authentication.

alvinjchoi/gtasks-mcp

plane-mcp-server

by novalya-labs

✈ MCP For Plane.so

Novalya-Labs/plane-mcp-server

Ali OSS

by 1yhy

Provides a bridge between AI systems and Ali OSS cloud storage, enabling file upload, download, listing, and management operations through a RESTful API.

1yhy/oss-mcp

AgentShare Price API

by anhmtk

AgentShare delivers structured product search and pricing signals for AI agents over REST and MCP (Streamable HTTP). Responses include freshness & coverage metadata so agents can reason about data recency. API keys secure billed endpoints; public discovery at /agent.json and /mcp.json. Currently integrates connected marketplaces and affiliate feeds – roadmap expands to global e-commerce (AliExpre

anhmtk/agentshare-mcp

MCP Appium

by appium

Enables AI assistants to automate mobile app testing on iOS and Android through natural language commands. Supports session management, element finding, screenshot capture, and test generation without requiring complex setup.

appium/appium-mcp

Charlotte

by ticktockbent

A token-efficient MCP server that gives AI agents structured access to the web, returning compact page summaries and targeted queries instead of full accessibility dumps.

TickTockBent/charlotte

plugged.in MCP Proxy Server

by veriteknik

Plugged.in MCP Server manages all your other MCPs in one MCP.

VeriTeknik/pluggedin-mcp-proxy

DINO-X-MCP

by idea-research

Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with real-world visual perception through image object detection, localization, and captioning APIs.

IDEA-Research/DINO-X-MCP

Linear MCP Server

by emmett-deen

Connect Claude to Linear project management systems. Retrieve, create, and manage issues and projects seamlessly.

emmett-deen/Linear-MCP-Server

Excalidraw Architect

by bv-venky

Generates Excalidraw architecture diagrams with automatic hierarchical layout, technology-aware styling for 50+ components, and stateful editing through natural language.

bv-venky/excalidraw-architect-mcp

Playwright

by vikashloomba

Control browsers to perform sophisticated web interactions and visual tasks.

vikashloomba/mcp-server-playwright

VibeShift

by groundng

An automated security engineer that integrates with AI coding assistants to perform vulnerability scanning, static analysis, and AI-driven remediation. It also provides tools for recording and executing self-healing web tests using Playwright, including visual regression and test discovery.

GroundNG/VibeShift

Excel MCP Server

by guillehr2

Enables AI assistants to create, read, write, and manipulate Excel files (.xlsx, .xlsm) without requiring Microsoft Excel, including support for charts, pivot tables, data import/export, and professional formatting across Windows, macOS, and Linux.

guillehr2/Excel-MCP-Server-Master

REMnux/remnux-mcp-server

by remnux

MCP server for using the REMnux malware analysis toolkit via AI assistants

REMnux/remnux-mcp-server

MCP Swagger Server

by andersmandersen

An MCP server that provides access to Swagger/OpenAPI documentation and allows making API requests based on the specification.

andersmandersen/mcp-swagger

ADB MCP Server

by jiantao88

Enables interaction with Android devices via the Android Debug Bridge (ADB), allowing users to manage apps, files, and system permissions through natural language commands. It supports core functions like package listing, screen captures, and APK installation within MCP-compatible environments like Claude and Windsurf.

jiantao88/android-mcp-server

SSH

by aiondadotcom

Provides secure remote server management capabilities through SSH connections, automatically discovering hosts from SSH configuration files and executing commands, transferring files, and managing connectivity using native SSH and SCP commands.

aiondadotcom/mcp-ssh

Docs MCP Server

by buger

Turn any github repo to MCP server, and chat with code or docs

buger/docs-mcp

Automata-Labs-team/MCP-Server-Playwright

by automata-labs-team

MCP server for browser automation using Playwright

Automata-Labs-team/MCP-Server-Playwright

metatool-ai/mcp-server-metamcp

by metatool-ai

MCP Server MetaMCP manages all your other MCPs in one MCP.

metatool-ai/mcp-server-metamcp

Oura MCP Server

by elizabethtrykin

An MCP server for oura

elizabethtrykin/oura-mcp

ClueoMCP

by clueofoundation

🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo's Big Five personality engine.

ClueoFoundation/ClueoMCP

vibe-check-mcp-server

by pv-bhat

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

PV-Bhat/vibe-check-mcp-server

Pokemon TCG Card Search MCP

by jlgrimes

MCP server for Pokemon cards

jlgrimes/ptcg-mcp

Deep Graph MCP Server

by judinilabs

Enables seamless interaction with public or private code graphs from DeepGraph and CodeGPT to perform semantic searches and dependency analysis. It allows developers to explore architectural relationships, retrieve source code, and analyze repository structures across multiple AI assistants.

JudiniLabs/mcp-code-graph

Pulse CN MCP Server

by wangtsiao

Access real-time trending content from the Chinese internet. Connect your AI models to the latest data from popular social media platforms and news sites. Stay updated with what's trending in China effortlessly.

wangtsiao/pulse-cn-mcp

HDW MCP Server

by horizondatawave

A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts.

horizondatawave/hdw-mcp-server

Runno Code Sandbox

by taybenlor

The @runno/mcp server provides a run_code tool that AI assistants can use to execute code snippets in various programming languages. It leverages the @runno/sandbox package, which uses WebAssembly to create isolated environments for code execution. The result of the code execution is provided over STDIO.

taybenlor/runno

PineForge-Codegen

by pineforge-4pass

Backtest PineScript v6 strategies locally from your AI agent: transpiles Pine to C++ and runs it on the deterministic, TradingView-validated PineForge engine via Docker. Tools for single backtests, parameter-grid sweeps, and Binance OHLCV fetch — no API key, data never leaves your machine.

pineforge-4pass/pineforge-codegen-mcp

personal-mcp-server

by jango-blockchained

MCP server providing IP address lookup capabilities. Enables AI assistants to fetch details about public IP addresses or the user's current device IP.

jango-blockchained/personal-mcp-server

MSSQL

by c0h1b4

Enables secure AI-driven interactions with Microsoft SQL Server databases for automated data analysis, dynamic reporting, and intelligent database management.

c0h1b4/mssql-mcp-server

Development Environment MCP Server

by 0nilinkz

Multi-platform environment detection MCP server for VS Code Copilot integration

0nilinkz/dev-env-copilot

LanceDB Node.js Vector Search

by vurtnec

LanceDB MCP Server nodejs

vurtnec/mcp-LanceDB-node

Data Engineering Tutor MCP Server

by scriptstar

Provides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.

scriptstar/de-mcp-server

affine-mcp-server

by dawncr0w

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.

DAWNCR0W/affine-mcp-server

Ahrefs

by ahrefs

Integrates with Ahrefs' SEO and marketing APIs to provide rank tracking, keyword research, batch analysis, search volume data, and competitor insights for search marketing intelligence workflows.

ahrefs/ahrefs-mcp-server

vsc-mcp

by thomasgazzoni

Exposes Language Server Protocol (LSP) functionality as Model Context Protocol (MCP) tools, enabling AI clients to programmatically analyze and edit code in any language supported by VS Code.

thomasgazzoni/vsc-mcp

MiniMax-MCP-JS

by minimax-ai

Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation, video generation, text-to-speech, and voice cloning APIs.

MiniMax-AI/MiniMax-MCP-JS

mcp-tts-server

by kaichen

Enables text-to-speech generation using the Groq API, supporting multiple audio formats and optional local playback.

kaichen/mcp-tts-server

Aliyun MCP Server

by nailuogg

This MCP server provides tools for interacting with Aliyun (Alibaba Cloud) services.

nailuoGG/aliyun-mcp-server

WordPress MCP Server

by instawp

Enables interaction with WordPress sites through the WordPress REST API via natural language, supporting single and multi-site management, content and taxonomy operations, media uploads, and more.

InstaWP/mcp-wp

MCP-Shield

by riseandignite

Security scanner for MCP servers

riseandignite/mcp-shield

VibeShift Web tester

by ilikepizza2

[MCP Server] Complete QA for cursor

Ilikepizza2/VibeShift

Puppeteer

by jwaldor

Integrates Puppeteer-based browser automation for web scraping, testing, and AI model interaction with live web content.

jwaldor/mcp-scrape-copilot