The MCP Trust Index.

LLM

by terrencemiao

Large Language Model and ChatGPT

TerrenceMiao/LLM

Structured Thinking MCP Server

by promptly-technologies-llc

A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced \

Promptly-Technologies-LLC/mcp-structured-thinking

InstrumentsMCP

by nemanjavlahovic

Enables AI agents to profile iOS/macOS apps using Xcode Instruments, automate simulator interactions, and get structured performance data for optimization.

nemanjavlahovic/instruments-mcp-server

MCP Audio Inspector

by developerzo

Enables comprehensive audio file analysis and metadata extraction with specialized game audio development features, supporting batch processing of multiple formats and providing platform-specific optimization recommendations.

DeveloperZo/mcp-audio-inspector

memory-bank-mcp

by alioshr

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

alioshr/memory-bank-mcp

leetcode-mcp-server

by jinzcdev

An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetcode.cn sites.

jinzcdev/leetcode-mcp-server

Google Calendar MCP Server

by galacoder

Provides a standardized interface for LLMs to read, create, and manage Google Calendar events. It supports full event lifecycle management and includes advanced capabilities for processing events from screenshots and images.

galacoder/mcp-google-calendar

yoda-digital/mcp-gitlab-server

by yoda-digital

GitLab MCP Server - A Model Context Protocol server for GitLab integration

yoda-digital/mcp-gitlab-server

Bazos MCP Server

by progresak

A TypeScript-based MCP server for scraping graphics card listings from Bazos.cz marketplace

progresak/bazos-mcp-server

ai-mind-map

by shdra06

An MCP server that reduces AI coding agent token usage by 80-99% through a queryable knowledge graph of code, change tracking, and persistent memory across sessions.

shdra06/ai-mind-map

google-drive-mcp

by piotr-agier

A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.

piotr-agier/google-drive-mcp

GitHub

by upstreetai

Provides a robust GitHub API bridge using TypeScript and Zod, enabling developers to automate repository operations through conversational interactions.

upstreetai/ia-mcp

strata

by stratalib

strata composes verified backend modules into your codebase

stratalib/strata

ios-instruments-mcp

by bfernandesbfs

Enables natural language profiling of iOS apps using xctrace (Instruments) for performance analysis like launch time, memory leaks, CPU usage, and network requests.

bfernandesbfs/ios-instruments-mcp

bilibili-mcp-server

by iseenope

B站 MCP 服务 - 哔哩哔哩 API 的 Model Context Protocol 封装，22 个工具覆盖视频、弹幕、字幕、评论、直播、用户、专栏等

Iseenope/bilibili-mcp-server

MCP Prompt Manager

by tae4an

Enables AI models like Claude to manage local prompt files with CRUD operations, fuzzy search, categorization, templates, version control, and favorites.

Tae4an/mcp-prompt-manager

cedar-for-agents

by cedar-policy

cedar-policy/cedar-for-agents

mcp-mermaid

by hustcc

# <img src="https://mermaid.js.org/favicon.svg" height="24"/> MCP Mermaid  [](https://github.com/hustcc/mcp-mermaid/actions/workflows/build.yml) [](https://www.npmjs.com/package/mcp-mermaid) [](https://smithery.ai/server/@hustcc/mcp-merma

hustcc/mcp-mermaid

plexus

by pcas-io

An on-prem knowledge graph for AI agents that uses typed entities and relationships, enabling persistent memory and cross-agent handoff via the Model Context Protocol.

pcas-io/plexus

threads-mcp

by bintangtimurlangit

An MCP server for Meta's Threads that acts as your own account, enabling reading profiles, posts, replies, timeline, search, and performing actions like posting, replying, liking, following, and scheduling, using a real logged-in browser session.

bintangtimurlangit/threads-mcp

runpod/runpod-mcp

by runpod

MCP server for interacting with Runpod API

runpod/runpod-mcp

Google Drive server

by tonioshikanlu

Enables listing, reading, and searching over files in Google Drive, with automatic export of Google Workspace files.

tonioshikanlu/mcp-gdrive-server

OKF Knowledge MCP

by chirag127

MCP server for managing an OKF markdown knowledge base, enabling AI agents to query, read, write, and auto-sync architectural decisions and rules via Git.

chirag127/okf-knowledge-mcp

RunPod

by runpod

Manage your RunPod cloud resources directly through an MCP-compatible client. Create, list, update, start, stop, and delete pods, serverless endpoints, templates, network volumes, and container registry authentications with ease. Streamline your RunPod operations using natural language commands via Claude or other MCP clients.

runpod/runpod-mcp

Godspeed Task Management

by alinagy

Integrates with Godspeed Task Management API to enable listing, creating, updating, and deleting tasks directly from development environments without context switching.

alinagy/godspeed-mcp

TÁNDEM MCP Server

by semaes111

Enables cross-refinement between two LLMs with automated critique, revision, and convergence, providing tools for managing tandem sessions.

semaes111/TANDEM_MCP_TOKEN

mcp-whatsapp-web

by mario-andreschak

Whatsapp-Web MCP

mario-andreschak/mcp-whatsapp-web

Vitally MCP Server

by johnjjung

An MCP server that provides access to Vitally customer data, allowing users to manage accounts, users, tasks, and conversations through the Vitally API. It enables actions like querying account health scores and creating notes via natural language.

johnjjung/vitally-mcp

vision-for-reasonix

by lxymp

Bridges DeepSeek (text-only) with vision models via MCP, enabling image description and compression using any OpenAI-compatible visual API.

LxyMp/reasonix-vision-mcp

web3-research-mcp

by aaronjmars

Deep Research for crypto - free & fully local

aaronjmars/web3-research-mcp

xcode-mcp

by onmyway133

MCP server for interacting with Xcode build tools, iOS Simulator, and Apple notarization services.

onmyway133/xcode-mcp

Scryfall MCP Server

by andreapede

MCP server for searching and retrieving Magic: The Gathering card information via the Scryfall API, with support for field presets, multiple output formats, and automatic rate limiting.

andreapede/MCP_scryfall

Le Parrain MCP

by wobani034

An MCP server to query the leparrain.com referral directory and automatically inject the correct referral link.

Wobani034/leparrain-mcp

google-meet-mcp-server

by cool-man-vk

The Google Meet MCP Server enables AI agents to create, manage, and retrieve Google Meet meetings. Built on the Model Context Protocol, it exposes tools for scheduling, updating, and deleting meetings, making it easy to integrate Google Meet functionalities

cool-man-vk/google-meet-mcp-server

soulberto/mcp-azure

by soulberto

An MCP server for Azure DevOps that allows users to manage work items, sprints, iterations, and attachments. It supports custom WIQL queries and includes pre-defined prompts for common tasks like sprint planning, bug reporting, and daily standup generation.

soulberto/mcp-azure

icloud-mcp

by mrgo2

MCP server for Apple services — Mail, Calendar, Contacts, Reminders, Notes, Messages, Safari — via AppleScript (local) or iCloud IMAP/CalDAV/CardDAV (cloud)

MrGo2/icloud-mcp

MSSQL MCP Server

by vicagbasi

Enables users to analyze, query, and modernize Microsoft SQL Server databases through natural language, supporting multi-database connections, schema discovery, performance analysis, and legacy system migration planning.

vicagbasi/mssql-mcp

barcode-scanner-mcp

by domdomegg

MCP server for scanning and generating barcodes and QR codes. Enables decoding barcodes from images, generating QR codes, and creating barcodes in multiple formats.

domdomegg/barcode-scanner-mcp

Auralis Commander

by antonpme

A lightweight Windows-native MCP server providing a consolidated suite of 14 tools for shell execution, file operations, and interactive process management. It optimizes efficiency through batch file operations and smart process handling to minimize context window overhead.

antonpme/auralis-commander

stalwart-mail-mcp

by freefrank

Connects AI agents to self-hosted Stalwart mail servers via a Cloudflare Worker and JMAP, enabling mailbox search, reading, listing, and two-step draft-and-send email operations through MCP.

freefrank/stalwart-mail-mcp

Todoist MCP Server

by rauf543

Enables AI assistants to manage Todoist tasks, projects, and labels through natural language. It provides a comprehensive suite of tools for task organization, productivity tracking, and structured workflows like daily planning.

rauf543/todoist-mcp

TypeScript MCP Server Boilerplate

by patchadams79

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

patchadams79/mcp-server

remote-mcp-server-authless-scrape-and-analyze-website

by elizabethsiegle

An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.

elizabethsiegle/remote-mcp-server-authless-scrape-and-analyze-website

Currency Exchange MCP

by onmyway133

A Model Context Protocol (MCP) server that provides currency exchange rate conversion tools.

onmyway133/currency-exchange-mcp

copilot-memory-store

by tokio17

🗄️ Store and manage local JSON data for context engineering with GitHub Copilot and MCP clients efficiently.

Tokio17/copilot-memory-store

remote-mcp-server-authless

by wilhelmklopp

wilhelmklopp/remote-mcp-server-authless

NoteBridge MCP

by flowerfvase

A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 tools for cross-platform note management and content operations.

flowerfvase/notebridge-mcp