The MCP Trust Index.

mcp-pageshot

by coffee-fuelled-code

Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn, Facebook, and Slack. Generate custom OG images from templates.

coffee-fuelled-code/mcp-pageshot

OLTestStack

by openlearnia

MCP server that enables AI agents to automate browser testing via Chromium, providing tools for navigation, interaction, and inspection.

openlearnia/OLTestStack

wot-mcp

by macc-n

Bridges Web of Things (WoT) devices to AI assistants via MCP, enabling discovery, monitoring, and control of IoT devices through natural language.

macc-n/wot-mcp

Kube MCP

by icy-r

Enables AI assistants to interact with and manage Kubernetes clusters, supporting operations on pods, deployments, services, configmaps, secrets, namespaces, metrics, and events with built-in safety features for destructive actions.

icy-r/kubemcp

Redmine MCP Server

by compasify

Model Context Protocol (MCP) server for Redmine that provides comprehensive access to the Redmine REST API, enabling users to operate Redmine from MCP clients such as Claude Desktop.

compasify/redmine-mcp-server

spine-mcp

by yb901104-wq

MCP server for reading, validating, and modifying Spine 4.1.24 JSON animation files, with tools for animation timeline editing, validation, preview, and agent integration.

yb901104-wq/spine-mcp

pulspeed/mcp-server

by pulspeed

Enables AI agents to monitor website performance by scanning sites, retrieving Core Web Vitals, detecting regressions, and receiving AI-powered optimization recommendations.

pulspeed/mcp-server

android-mcp-server

by martingeidobler

21-tool Android device control via ADB — screenshots with compression, UI tree inspection, touch automation, logcat, and compound actions like tap-and-wait.

martingeidobler/android-mcp-server

ActionsPulse

by tsviz

Real-time GitHub Actions observability through VS Code with GitHub Copilot, providing DevOps metrics and interactive dashboards.

tsviz/github-mcp-server-devops

Presso MCP Server

by stellagent

Connects e-commerce and marketing data sources like Shopify, GA4, Google Ads, and Meta Ads to AI assistants, enabling natural language queries about store performance, ad campaigns, and customer behavior.

stellagent/presso-setup

cve-mcp

by badchars

Unifies NVD, EPSS, CISA KEV, GitHub Advisory, and OSV into a single MCP server, enabling AI agents to query vulnerability intelligence conversationally with 23 tools for incident response, prioritization, dependency audits, and threat monitoring.

badchars/cve-mcp

migas-mcp

by blackpilledsoftware-prog

Enables AI assistants to query local Migas meeting transcripts, including searching, listing meetings, and retrieving speaker contributions, all read-only.

blackpilledsoftware-prog/migas-mcp

AI Quality Gate

by mustafacagri

🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only the best. ⚡🏆 Goodbye, bad code. Hello, Principal Engineer. 🚀✨

mustafacagri/ai-quality-gate

planning-task-mcp

by sergioramosv

Full autonomous project management MCP server enabling AI assistants to manage projects, sprints, tasks, bugs, proposals, and team collaboration via natural language.

sergioramosv/planning-task-mcp

autoicd-mcp

by fcggamou

MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.

fcggamou/autoicd-mcp

QR Code Generator

by antobrugnot

Generates QR codes in multiple formats including base64 data URLs, SVG, and terminal ASCII output with customizable error correction, colors, and batch processing for up to 10 codes simultaneously.

antobrugnot/qrcode-mcp

Harness Research MCP

by nimo1987

Enables AI agents to perform professional-grade deep research by aggregating real-time data from multiple sources, evaluating source credibility, and generating comprehensive reports.

Nimo1987/harness-research

mcp-weather-ukraine

by denverzp

Enables getting weather forecasts for Ukraine using coordinates via the get_forecast tool.

denverzp/mcp-weather-ukraine

RateMyProfessors MCP Server

by tohmze

An unofficial MCP server for RateMyProfessors.com that enables fetching professor ratings, reviews, and comments. Integrates with MCP clients like Claude Desktop.

tohmze/ratemyprofessors-mcp

genmem

by hellosobuj

A local-first MCP server that gives AI assistants long-term memory by storing, searching, and recalling notes as Markdown files on your machine.

helloSobuj/genmem

mcp-filesystem

by ceciliomichael

Provides advanced filesystem operations for AI-assisted development, including batch file reading, renaming, moving, project structure display, and command execution with Python virtual environment auto-activation.

ceciliomichael/mcp-filesystem

MCP Image Server

by ricardopera

A TypeScript-based MCP server for generating custom images and icons using AI (GPT Image 1), supporting .png, .svg, and .ico formats, and designed for seamless integration with Vibe Coding.

ricardopera/mcp-image-server

OpenAPI to MCP

by evilfreelancer

A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

EvilFreelancer/openapi-to-mcp

ElevenLabs Streaming MCP Server

by codingbutter

Enables streaming text-to-speech generation using ElevenLabs with real-time audio playback and voice listing.

CodingButter/elevenlabs-streaming-mcp-server

aceternityui-mcp

by rudra016

An MCP server that enables AI assistants to search, discover, and install Aceternity UI components programmatically.

rudra016/aceternityui-mcp

Batteries Plus MCP Demo Server

by sinisterace

Enables Salesforce Agentforce agents to find compatible replacement batteries, check store inventory, and create store visit summaries for battery service handoffs.

sinisterace/batteries-plus-mcp

whoop-mcp

by shashankswe2020-ux

MCP server to connect to whoop API

shashankswe2020-ux/whoop-mcp

codescan-mcp

by yifanyifan897645

Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencies, generating a health report with a letter grade. Zero configuration required.

yifanyifan897645/codescan-mcp

🔍 Intelligent Anomaly Detection System

by javoo-bot

Modular server for handling MCP protocol

Javoo-bot/mcp_server

Lotus Wisdom

by linxule

Lotus Wisdom is a contemplative reasoning tool inspired by the Lotus Sutra. It guides AI through structured wisdom journeys for complex problems where logic alone isn't enough. Flow through wisdom domains (skillful means, non-dual recognition, meta-cognitive), take meditative pauses, and track your path across perspectives. Start with tag='begin' to receive the full framework, then continue with tags like open, examine, integrate, and express. The tool signals when insight is ready to be spoken

linxule/lotus-wisdom-mcp

Perspective MCP Server

by fiveohhwon

MCP server for multi-perspective analysis and structured debates

FiveOhhWon/perspective-mcp

sattva2020/dokploy-mcp

by sattva2020

MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy OpenAPI spec, enabling deployment, management, and monitoring of self-hosted infrastructure through AI assistants.

sattva2020/dokploy-mcp

tani

by naylalabs-org

tani (谷, "valley") is an agent-native hub. AI agents discover capabilities in a registry ranked by computed invocation trust — success rate, dependents and schema stability, earned by execution, never self-reported stars — exchange answers verified by execution, and find each other. tani-mcp puts the hub inside an agent's loop as 12 tools: resolve a capability by intent + constraints, describe a s

naylalabs-org/tani-mcp

designer-mcp

by aresbotv1-beep

A visual designer pen for Claude Code that lets users click, drag, or draw on webpages to get source code locations and screenshots for direct editing and verification.

aresbotv1-beep/designer-mcp

navi-x402-mcp

by mobileappbyharis

Enables AI agents to access paid tools like crypto prices, weather, translation, and web intelligence via per-request USDC payments on Base, with no API keys or subscriptions.

mobileappbyharis/navi-x402-mcp

auu-uivision-mcp

by superauu

A Model Context Protocol (MCP) server that analyzes software UI screenshots using Google's Gemini AI vision, providing detailed descriptions of UI elements, layout, functionality, and accessibility.

superauu/auu-uivision-mcp

flomo-mcp

by sheldonfat

Enables creating, accessing, and summarizing text notes via URI resources and tools.

SheldonFat/flomo-mcp

aria-mcp-football

by kimhjort

Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.

kimhjort/aria-mcp-football

slab-mcp

by gunnerpark-alt

MCP server for analyzing Clay tables — schema, rows, errors, and enrichment debugging, using the internal Clay API to enable AI assistants to understand and debug Clay tables.

gunnerpark-alt/slab-mcp

agy-bridge

by sshahzaiib

MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpose-built tools, model routing with fallback, session continuity, and output truncation to save Claude's context and tokens.

sshahzaiib/agy-bridge

ahk-mcp

by spyoungtech

MCP server exposing AutoHotkey functionality, enabling model interfaces to automation tasks on Windows.

spyoungtech/ahk-mcp

Agent Collaboration MCP Server

by nishimoto265

Enables AI agents to orchestrate a team of sub-agents through tmux sessions for complex task delegation and parallel implementation. It provides tools for launching agents, monitoring their real-time status, and managing communication between them.

nishimoto265/Agent_Collaboration_MCP

MySQL MCP Server

by chenlinyang

A Model Context Protocol server that provides secure access to MySQL databases through SSH tunnels, enabling LLMs to inspect schemas, execute SQL queries, and manage data with configurable permissions.

chenlinyang/mcp-server-mysql

Transcripts MCP Server

by itspecialist111

A remote Model Context Protocol server that retrieves and cleans Microsoft Teams meeting transcripts via the Microsoft Graph API using delegated OAuth 2.0 authentication. It enables AI agents to discover meetings, extract speaker-attributed text, and save transcripts to SharePoint for analysis and automation.

ITSpecialist111/MicrosoftGraph_Transcript_MCP

ActivityWatch

by 8bitgentleman

Integrates with ActivityWatch to enable LLMs to interact with time tracking data, providing tools for listing buckets, executing AQL queries, and retrieving raw events for enhanced productivity analysis and time management.

8bitgentleman/activitywatch-mcp-server

celestialnode-mcp

by christerso

Provides real-time space data including ISS and Tiangong tracking, crew in space, rocket launches, space news, Mars missions, a star catalog, near-Earth asteroids, and satellites. All 18 tools are read-only.

christerso/celestialnode-mcp

Acknowledgments

by cnitlrt

headless-ida-mcp-server

cnitlrt/headless-ida-mcp-server

SlimWeb Client MCP

by ericchen1972

Consumer-side MCP server for Webless storefront operations, enabling catalog browsing, product search, and order lookup via tools.

ericchen1972/SlimWeb-Client-MCP

GOV.UK Design System MCP

by georgeherby

Enables searching and fetching GOV.UK Design System guidance via locally-crawled SQLite FTS5 data, with tools like search, fetch, and version.

georgeherby/govuk-frontend-mcp

RepoMend-dev/mcp

by repomend-dev

Security scanning MCP server that connects Claude to RepoMend findings, enabling vulnerability management and automated fix drafting.

RepoMend-dev/mcp