The MCP Trust Index.

ClipMCP

by susmetaa01

A standalone clipboard history MCP server for macOS that monitors clipboard in real-time, stores history locally in SQLite, and exposes it to any MCP-compatible AI assistant.

susmetaa01/clipmcp

claude-debugs-for-you

by jasonjmcghee

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

jasonjmcghee/claude-debugs-for-you

things3-mcp-server

by acekapila

A Model Context Protocol (MCP) server that provides integration with Things 3 and Calendar app on macOS, allowing AI assistants to manage tasks, projects, and areas.

acekapila/things3-mcp-server

ffdecmcp

by sublimnl

MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilation and analysis tools to AI assistants like Claude.

sublimnl/ffdecmcp

Seedream MCP Server

by elimyliu

Enables AI assistants to generate high-quality images using Volcano Engine's Seedream models via MCP, supporting text-to-image, image-to-image, multi-image fusion, and streaming output.

elimyliu/timeverse-seedream-mcp

Juno MCP Server

by uptycslabs

Enables AI-powered security investigation and threat analysis by connecting MCP-compatible clients to Uptycs Juno.

uptycslabs/juno-mcp-server

qodev-gitlab-mcp

by qodevai

A Model Context Protocol server for GitLab integration, enabling AI assistants to manage projects, merge requests, pipelines, issues, releases, and more.

qodevai/gitlab-mcp

PrusaMCP

by noosbai

An intelligent 3D printing assistant that enables users to analyze meshes, generate optimal print profiles, and automate PrusaSlicer operations through an MCP client. It provides a comprehensive suite of tools for geometric analysis, printability checks, filament recommendations, and post-print diagnostics.

Noosbai/PrusaMCP

Multi-Provider Image Generation Server

by christophezhao

Enables AI-assisted image generation from text prompts using multiple providers (Tencent Hunyuan, OpenAI DALL-E 3, and Doubao) with support for various artistic styles, resolutions, and negative prompts through a unified interface.

ChristopheZhao/image-gen-mcp-server

meridian-edge-mcp

by meridian-edge

Provides AI assistants with real-time prediction market consensus data, including probabilities, opportunities, signals, and settlements.

meridian-edge/meridian-edge-mcp

ios_migration_mcp

by chenyeju295

MCP服务器用于扫描iOS项目，生成改造计划和Cursor规则，帮助开发者逐步优化代码迁移。

chenyeju295/ios_migration_mcp

customer-jira-tracker-mcp

by mmayeras

Enables tracking customer-specific JIRA tickets with full CRUD operations, comments, and Markdown export, integrated with Cursor IDE via MCP.

mmayeras/customer-jira-tracker-mcp

nim-mcp

by huikku

Enables interaction with NIM Labs project tracking through a standardized MCP interface, supporting project management tasks like reading, verifying, migrating, and rolling up NIM projects alongside other trackers.

huikku/nim-mcp

TwitGhost

by arvinmoj

Enables interacting with Twitter/X through natural language, including searching tweets, posting, sending DMs, and managing timelines via any MCP client.

arvinmoj/twitghost-mcp

Reddit Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Reddit's tools and services through a unified API, enabling seamless integration with MCP-compliant applications.

universal-mcp/reddit

Dart LSP MCP

by benjaminkobjolke

A Model Context Protocol (MCP) server that provides Dart language analysis capabilities to Claude Code, enabling real-time diagnostics, code navigation, and symbol search for Dart projects.

BenjaminKobjolke/dart-lsp-mcp

Personal Notes Assistant

by coeusyk

MCP server that indexes your Obsidian notes into a Milvus vector database and enables querying them via a local or OpenAI LLM, with real-time synchronization.

coeusyk/personal-notes-assistant

MCP Agent Gateway

by wuwo1979

A ready-to-run MCP gateway and multi-agent scheduling system with 14 built-in tools and 3-layer performance optimization, reducing latency by 65%.

wuwo1979/agent

agent-scheduler

by nyx-builds

MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, priority queues, retry logic, and job dependencies.

nyx-builds/agent-scheduler

CST Studio Orchestrator MCP

by guardianer9-debug

Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation, antenna design, and schematic-based field-circuit co-simulation through 177 MCP tools.

guardianer9-debug/cst-studio-orchestrator-mcp

opencode-export

by zelinzhou-thu

Enables AI agents to list, inspect, and export OpenCode AI coding sessions as HTML/JSON archives with secret redaction and token statistics.

ZelinZhou-THU/opencode-export

watsonx.data MCP Proxy

by kyokonishito

A proxy server that connects to IBM watsonx.data remote MCP server, automatically managing IBM Cloud API key token refresh for seamless access to watsonx.data assets and queries.

kyokonishito/watsonx_data_mcp_proxy

Instagram MCP Server

by kpfitzgerald

Enables AI applications to interact with Instagram Business accounts programmatically via the Graph API, supporting profile info, media posting, insights, and DMs.

kpfitzgerald/ig-mcp

mcp-brasil

by davidlustosa2

MCP server that connects AI agents to 28 Brazilian public APIs, providing tools to query government data on economy, legislation, transparency, judiciary, elections, environment, health, and more.

davidlustosa2/mcp-brasil

MOF Tools MCP Server

by liuyuxiang92

A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

liuyuxiang92/MOFMaster-Scientific-Server

Science MCP

by l4b4r4b4b4

MCP server for AI-assisted research: paper ingestion, semantic search, citation graph traversal, cross-domain knowledge synthesis, and workflow automation.

l4b4r4b4b4/science-mcp

MCP App Test Value Picker Server

by macjedi42

A debug tool for platform developers to verify that their MCP App hosts correctly implement protocol specifications like context injection and message sending. It provides a blind selection test to ensure seamless end-to-end communication between the UI, host, and model.

MacJedi42/mcp-server-value-picker

arc-lite-mcp

by yzanbo

A lightweight MCP server to control Arc Browser on macOS, optimized for frontend development with 30 tools including DOM operations, debugging, and network monitoring.

yzanbo/arc-lite-mcp

RendShot MCP Server

by rendshotteam

Enables AI agents to generate images from HTML/CSS, capture URL screenshots, and manage reusable templates through the RendShot API. Provides tools for rendering visual content programmatically within AI workflows.

RendShotTeam/rendshot-mcp

HubSpot Email MCP Server

by hdmt

Enables management of HubSpot marketing emails from Claude Desktop, including listing, viewing, creating drafts, and updating emails through the HubSpot Marketing Email API.

hdmt/hubspot-email-mcp

Slack MCP Server

by cnye36

Enables AI assistants to interact with Slack workspaces through secure OAuth 2.0 authentication. Supports posting messages, reading channel history, and listing channels across multiple workspaces with production-ready security features.

cnye36/slack-mcp-server

Draw Things MCP Server

by james-see

Enables LLMs to generate and transform images locally on Mac using Stable Diffusion through the Draw Things app, supporting text-to-image and image-to-image generation with Apple Silicon acceleration.

james-see/mcp-drawthings

MySQL MCP Server

by irwantocrimson

Provides MySQL database connectivity and schema inspection tools, allowing users to connect to MySQL databases and retrieve table structures through configurable connection parameters.

irwantocrimson/mysql-mcp

mcp-gateway

by lightconetech

A gateway demo for MCP SSE Server

lightconetech/mcp-gateway

OpenSpec MCP Server

by igor-olikh

Connects OpenSpec specification system to AI coding assistants, enabling automated spec-driven development workflows.

igor-olikh/openspec-mcp-server

DevTools MCP Server

by shabaraba

A specialized MCP server focused on process management, development server control, and browser console log collection.

shabaraba/devtools-mcp

AWS Customer Playbook Advisor MCP

by eisuke000111

Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.

eisuke000111/aws-customer-playbook-advisor-mcp

websearch-mcp

by gawirable

A self-hosted MCP server that gives AI agents deep internet research capabilities — no API keys required, powered by SearxNG, Playwright, and Docker.

gawirable/websearch-mcp

postgres-mcp

by nicolas-canfrere

Enables safe interaction with PostgreSQL databases through read-only queries, schema exploration, and performance analysis.

nicolas-canfrere/postgres-mcp

chronicle-mcp

by loerei

Indexes and searches agent conversation logs from Antigravity and Cursor workspaces, enabling semantic search, token analysis, and benchmarking over local SQLite storage.

loerei/chronicle-mcp

memopaper-mcp

by agcraft

MCP server for memopaper.dev that gives AI agents direct access to a memo buffer, enabling memo creation, retrieval, editing, and deletion via natural language.

agcraft/memopaper-mcp

context-index-mcp

by butler-kasagi

A lightweight MCP server that maps keywords to file paths instantly using a JSON index, enabling fast context retrieval for AI agents without embeddings or vector databases.

butler-kasagi/context-index-mcp

DeFi Llama MCP Server

by friendlygeorge

Provides access to DeFi Llama's free API for querying protocol TVL, chain TVL, yields, stablecoins, bridges, DEX volumes, and fees through natural language.

friendlygeorge/defillama-mcp-server

mcp-ssh

by caikiji

MCP server for SSH remote execution, file transfer, and file editing with automatic backup/trash and ~/.ssh/config integration.

caikiji/mcp-ssh

Stealth-Browser-MCP-Server

by d18626250363

Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable web automation, navigation, interaction, and data extraction.

d18626250363/Stealth-Browser-MCP-Server

AWS Athena MCP Server

by zackfairts

Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.

ZackFairTS/athena_mcp_server

ChatGPT Interactive Components Examples

by skyrmionz

Provides production-ready examples of MCP servers that demonstrate building rich, interactive UI components for ChatGPT, including authentication flows, product search with carousels, shopping cart checkout, and membership signups with state management.

skyrmionz/chatgpt-mcp-server-interactive-components

Rove

by noncelogic

Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.

noncelogic/mcp

Context Persistence MCP Server

by jayasimhag1reddy

Enables cross-window context sharing in VS Code by persisting Copilot conversations to SQLite, allowing code discussions from one repository to be accessible in other VS Code windows through smart entity matching and search.

jayasimhag1reddy/Context-Persistance

markly-mcp-server

by whitemarmot

Enables AI agents to add text or logo watermarks to images via URL, batch watermark up to 20 images, and check usage, with a free tier available.

Whitemarmot/markly-mcp-server