The MCP Trust Index.

cdk-serverless-mcp-server

by eleva

A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enabling tool execution via JSON-RPC (e.g., an add tool).

eleva/cdk-serverless-mcp-server

aws-amplify-data-mcp

by dbsmith7491

This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.

dbsmith7491/aws-amplify-data-mcp

Coolify MCP Tools

by jplansink

Enables AI assistants to manage Coolify infrastructure including servers, applications, databases, deployments, and 80+ one-click services through 98 comprehensive tools for both cloud and self-hosted instances.

jplansink/coolify-mcp-tools

mcp-DEEPwebresearch

by qpd-v

A Model Context Protocol server that enables Claude to perform advanced web research with intelligent search queuing, enhanced content extraction, and deep research capabilities.

qpd-v/mcp-deepwebresearch

MCP Server Boilerplate

by lucianoayres

MCP Server Boilerplate is a Node.js example that demonstrates how to build an MCP server with a custom tool, including one that loads an environment variable from a configuration file, to integrate seamlessly with AI-assisted environments like Cursor AI.

lucianoayres/mcp-server-node

Domain memory

by mashware

A local MCP server that accumulates the business-domain knowledge of a software project — flows, integrations, decisions, nuances — and makes it available to any MCP-compatible agent (Claude Code, Cursor, Copilot, Gemini, OpenCode). The goal is to capture the why behind the code: the stuff a new developer would need six months from now to understand why a thing is built the way it is. The what is

mashware/domain-memory

Harbor MCP Server

by bupd

Enables AI models to interact with Harbor container registries to manage projects, repositories, and system configurations in real time. It provides a suite of tools for monitoring health, retrieving statistics, and performing searches across registry data.

bupd/harbor-mcp-server

NYC Property Data MCP Server

by deverseli800

Provides Claude with access to NYC public property data including property details, sales history, comparable sales, tax benefits, and rent stabilization analysis using natural language.

deverseli800/cre-public-data-mcp

TypeScript MCP Server Boilerplate

by jeongsukwak

A starter kit for quickly building Model Context Protocol (MCP) servers using the TypeScript SDK. It includes a structured project setup with pre-configured examples for implementing tools, resources, and Zod-based schema validation.

JeongSuKwak/mcp-server

Jokes MCP Server

by luis-cjr

A Model Context Protocol server that provides a variety of jokes and humorous content to AI-powered agents. It allows Microsoft Copilot Studio users to integrate joke-telling capabilities into their agents while maintaining enterprise security and governance controls.

Luis-CJr/mcp_one

Outlook OAuth MCP Server

by leonine-studios

Enables interaction with Microsoft Outlook for managing emails and calendars through OAuth2 delegated access. It provides a stateless, spec-compliant server that allows users to authenticate and perform mail and calendar operations with their own Microsoft accounts.

Leonine-Studios/useful-outlook-mcp

FFS MCP Server

by zhipingyang

An MCP server for managing RingCentral's Feature Flag Service (FFS) that enables searching for flags and retrieving user account information. It allows users to check and update feature flag statuses for specific accounts or extensions through natural language interfaces.

ZhipingYang/ffs-mcp-server

debug-test-mcp

by matsjfunke

MCP server for debugging MCP host/client custom header implementation, with a tool to inspect request headers.

matsjfunke/debug-test-mcp

hireme-mcp

by djoudad292

Enables AI agents to vet a developer's shipped products, check fixed pricing and availability, and submit project briefs on behalf of users.

djoudad292/hireme-mcp

failmodes-mcp

by elyngved

MCP server that provides search and retrieval of AI system failure modes from the Fail Modes taxonomy, covering factuality, alignment, planning, and more.

elyngved/failmodes-mcp

Obsidian MCP Server

by louis030195

Enables AI assistants to search, read, and analyze Obsidian notes via the Local REST API.

louis030195/easy-obsidian-mcp

vision-mcp

by pelican0126

Gives text-only coding agents the ability to 'see' images, videos, and screenshots by routing them to a vision model and returning structured text.

Pelican0126/vision-mcp

cursor-talk-to-figma-mcp

by grab

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

grab/cursor-talk-to-figma-mcp

Anime & Manga Library

by hirofumitorato

Discover anime and manga titles through keyword searches to find your next favorite series. Access detailed character biographies and browse seasonal airings to stay updated on the latest releases. Explore cultural terms and tropes to deepen your understanding of Japanese media.

hirofumitorato/japan-ani-search-mcp

Harmonic MCP Server

by alludium

Provides tools to interact with the Harmonic AI API for company and person enrichment, specifically focusing on venture capital deal flow. It enables users to search for companies using natural language, find similar businesses, and retrieve detailed information on organizations and individuals.

alludium/harmonic-mcp-server

Freepik Seedream MCP Server

by pl974

Enables AI image generation using Freepik's Seedream 4.0, image editing with natural language, and searching/downloading stock photos, vectors, and PSDs from Freepik's library.

pl974/freepik-seedream-mcp

poof-mcp

by mattapperson

An MCP server that enables AI agents to control the macOS Terminal.app using AppleScript and the zmx session manager. It allows agents to send keystrokes, type text, and capture screen output in real-time.

mattapperson/poof-mcp

mcp-neo4j-server

by da-okazaki

This server enables interaction between Neo4j databases and Claude Desktop, allowing users to execute Cypher queries, create nodes, and establish relationships in the database.

da-okazaki/mcp-neo4j-server

WormBase MCP Server

by wormbase

Enables querying the WormBase database for C. elegans and nematode genomics data, including gene information, protein sequences, phenotypes, interactions, and expression patterns through natural language.

WormBase/wormbase-mcp

mcp-server-shopping

by sachinparyani

sachinparyani/mcp-server-shopping

slack-user-mcp-server

by farsght

Enables AI agents to interact with Slack using a user token, providing full access to message search, channel history, DMs, and posting as the user.

farsght/slack-user-mcp-server

remote-mcp-server-authless

by tomkingchen

tomkingchen/remote-mcp-server-authless

gotoHuman MCP Server

by ampcome-mcps

Enables AI agents to request human approvals with customizable forms, webhooks, and team features.

ampcome-mcps/gotohuman-mcp

Shopify Admin MCP

by hdmt

A Model Context Protocol server that enables managing Shopify store operations including products, collections, discounts, blogs, themes, and navigation through the Shopify Admin API.

hdmt/shopify-admin-mcp

Puppeteer Vision MCP Server

by djannot

Scrapes webpages and converts them to markdown using AI-powered interaction to automatically handle cookie banners, CAPTCHAs, paywalls, and other blocking elements before extracting clean content.

djannot/puppeteer-vision-mcp

godrix/mcp-gitlab-utils

by godrix

MCP server for GitLab REST API enabling AI agents to manage pipelines, merge requests, diffs, and local reviews.

godrix/mcp-gitlab-utils

iMessage MCP Server

by davidgreigqc

Enables Claude to read and search through iMessage, SMS, and RCS conversations, including mixed-protocol group chats with Android users. It decodes binary message data from the macOS Messages database to provide a comprehensive view of message history.

DavidGreigQC/imessage-mcp-server

Clamp Analytics MCP Server

by clamp-sh

Provides AI assistants with read access to Clamp analytics data including pageviews, visitors, referrers, and custom events. Enables traffic analysis, conversion funnel evaluation, and metric alerts through natural language queries.

clamp-sh/mcp

mcp_scraper

by tolik-unicornrider

An MCP server that extracts meaningful content from websites and converts HTML to high-quality Markdown, using Mozilla's Readability engine.

tolik-unicornrider/mcp_scraper

Excalidraw MCP Server

by 0xartex

Enables AI agents to create, modify, and share diagrams on a live Excalidraw canvas through MCP tools, supporting shapes, text, arrows, batch operations, and export to shareable links with images.

0xArtex/excalidraw-mcp

MCP Design Comparison Server

by w01fgang

Compare design and implementation screenshots using pixel-by-pixel analysis, generating visual diff images and metrics.

w01fgang/mcp-design-comparison

Google Slides MCP Server

by bohachu

Provides MCP server for Google Slides API, enabling creation, reading, modification, and management of Google Slides presentations using service account authentication.

bohachu/botrun-google-slides-mcp

VÆR

by bitjungle

Provides LLM-friendly weather tools and Norwegian place name resolution via MCP, enabling weather forecasts, air quality, marine conditions, and activity planning.

bitjungle/vaer

skillsindex-mcp

by thomasblc

Enables AI agents to search, score, review, and submit tools from the SkillsIndex directory of 11,000+ AI agent tools.

thomasblc/skillsindex-mcp

Google Ads MCP (Node.js)

by trueclicks

Enables AI to securely access and query Google Ads account data without Google Cloud setup, using GAQL.app as a backend.

TrueClicks/google-ads-mcp-js

SageMath MCP Server

by justice8096

Exposes the full SageMath computer algebra system to LLM clients through MCP tools for symbolic mathematics, solving, calculus, plotting, and number theory.

justice8096/sagemath-mcp-server

wenyan-mcp

by caol64

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

caol64/wenyan-mcp