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The MCP Trust Index.

M8ven's public index of MCPs we've independently looked at. M8ven Verified is our verification program — each MCP can earn one or more tiers (behavior, code, or publisher).

M8ven Verified — three independent tiers

Behavior Verified

We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

Code Verified

We inspected the source code and checked that its capabilities match what the tool descriptions claim.

Publisher Verified

The author of the MCP submitted it and confirmed ownership. Pairs with behavior or code for full trust.

Each MCP can earn one, two, or all three tiers independently.

22,548 MCPs on the index

Page 377 of 451

43/100
tools pending

Astria-Index

by pl-odin

AI memory that works like yours. Neural pathway architecture gives your AI persistent recall, contextual awareness, and cross-session continuity the way human memory actually works. 14 MCP tools. Works with Claude Code, Cursor, Windsurf, and any MCP client. $50/mo unlimited.

PL-ODIN/astria-plugin

43/100
tools pending

ntfy-mcp

by mahdihedhli

Enables AI agents to send push notifications to your phone through ntfy, with built-in security controls to prevent data exfiltration. It exposes a single tool notify_user for notifying when tasks complete or need attention.

MahdiHedhli/ntfy-mcp

43/100
tools pending

phone-a-friend-mcp-server

by abhishekbhakat

Enables AI-to-AI consultation for critical thinking and complex reasoning via OpenRouter, allowing one AI to delegate tasks to another AI model.

abhishekbhakat/phone-a-friend-mcp-server

43/100
tools pending

Claude ↔ Codex MCP Relay

by wiresharks

A relay server that enables communication between Claude Code and Codex through shared messaging channels, facilitating collaborative workflows like code reviews. It includes tools for posting and fetching messages, a web UI for viewing conversations, and automated activity logging.

wiresharks/claudecodex

43/100
tools pending

vynn-mcp

by beee003

MCP server for Vynn — self-improving AI workflows & backtesting.

beee003/vynn-mcp

43/100
tools pending

Code Box

by madhanmohanreddy2301

A self-hosted MCP server providing stateful code execution (Python/JavaScript) with SQL query support, file I/O, and artifact management, replacing Azure Code Interpreter.

MadhanMohanReddy2301/CodeBoxMCP

43/100
tools pending

mcp-remote-ssh

by faizbawa

MCP server giving AI agents full SSH access with persistent sessions, structured command output, SFTP file transfer, and port forwarding.

faizbawa/mcp-remote-ssh

43/100
tools pending

mcp-this

by shane-kercheval

Dynamically exposes CLI/bash commands as MCP tools and creates structured AI prompt templates through simple YAML configuration files, enabling users to transform any command-line tool into an MCP-compatible interface without writing code.

shane-kercheval/mcp-this

43/100
tools pending

thehesiod/costco-mcp

by thehesiod

MCP server to access Costco warehouse receipts and online orders via their internal GraphQL API.

thehesiod/costco-mcp

43/100
tools pending

GitLab MCP Server

by synclyai

Enables AI-assisted code review and repository management for on-premise GitLab instances. It provides tools for interacting with merge requests, browsing source code, and searching repositories via the Model Context Protocol.

SynclyAI/gitlab-mcp

43/100
tools pending

OmniDocs RAG

by elvinbayramov

Enables AI agents to index and search local files, websites, GitHub repos, and packages using hybrid retrieval with reranking, all through IDE chat.

ElvinBayramov/OmniDocs-RAG

43/100
tools pending

ZenTao

by bivex

Integrates with ZenTao project management system to provide access to projects, products, stories, bugs, tasks, test management, releases, builds, and AI features through structured URI patterns and management tools.

bivex/zentaomcp

43/100
tools pending

Airflow MCP

by ponderedw

Enables natural language interaction with Apache Airflow for querying DAGs, monitoring execution, and troubleshooting failures.

ponderedw/airflow-mcp

43/100
tools pending

JobHound

by null-phnix

Enables autonomous job search by scanning, scoring, and applying to jobs via APIs like Ashby, Greenhouse, and Lever, with a TUI dashboard for tracking.

Null-Phnix/jobhound

43/100
tools pending

Umami MCP Server

by alurith

MCP server exposing Umami analytics (Cloud + self-hosted)

Alurith/umami-mcp-server

43/100
tools pending

spike-mcp

by de-cryptor

Connects Claude to Jira and Confluence for researching, designing spike docs with Mermaid diagrams, writing Confluence pages, and creating Jira tickets.

de-cryptor/spike-mcp

43/100
tools pending

mem0-mcp-toggle

by ost527

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

ost527/mem0-mcp-toggle

43/100
tools pending

DevPilot

by benzsevern

Dev server supervisor for AI coders. Manages dev server lifecycles, detects reloads, checks health, and recovers from crashes. 10 MCP tools for full lifecycle management. Best used as a local stdio server (pip install devpilot-ai[mcp]) since it needs access to your machine processes and ports.

benzsevern/devpilot

43/100
tools pending

Website Contacts Scraper

by bach-ai-tools

Enables scraping of emails, phone numbers, and social profile links from website domains. Supports batch processing of up to 20 domains and can find company websites by keyword/company name.

BACH-AI-Tools/bachai-website-contacts-scraper

43/100
tools pending

Webustler

by drruin

Enables clean, LLM-ready markdown extraction from any URL with automatic anti-bot bypass.

DrRuin/webustler

43/100
tools pending

verify-action

by ardev-lab

Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free third-party verification API for AI agents. Call verify_action(claim, evidence) to get an independent integrity check on whether your claimed action matches the actual evidence. Useful for catching silent failures: incorrect SQL operations, file-op mismatches, API call inconsi

ardev-lab/verify-action-mcp

43/100
tools pending

Morelogin MCP Server

by moreloginbrowser

mcp server by golang

MoreLoginBrowser/morelogin-mcp-golang

43/100
tools pending

Guardian Ops

by aryanrangapur

Enables network vulnerability scanning and CVE detection through an AI assistant, with optional remote port blocking via Discord bot.

aryanrangapur/Vulnerability-Scanner-MCP-Server

43/100
tools pending

MCP Server Trending

by talljack

一站式热门榜单聚合MCP服务器,让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容,专为独立开发者和技术创业者设计。

Talljack/mcp_server_trending

43/100
tools pending

Fetch MCP Server

by akm-2018

Enables LLMs to fetch and process web content by converting HTML into markdown for easier consumption. It supports chunked reading via pagination and provides configuration options for robots.txt compliance and proxy usage.

AkM-2018/tmp_fetch

43/100
tools pending

karate-graph-mcp

by duyngo91

Enables analysis of Karate framework feature files, extracting dependencies and generating interactive dependency graphs.

duyngo91/karate-graph-mcp

43/100
tools pending

Grasshopper MCP Workflow

by amemiyalai

Connects Grasshopper and Cursor through MCP protocol, enabling natural language control of Grasshopper components, workflow automation, and parametric design operations.

AmemiyaLai/grasshopper-mcp-workflow

43/100
tools pending

mcp-scan

by mltrev23

Constrain, log and scan your MCP connections for security vulnerabilities.

mltrev23/mcp-scan

43/100
tools pending

agent-deploy-dashbaord

by aparajithn

Unified deployment dashboard MCP server for AI agents. 9 tools to manage services across Vercel, Render, Railway, and Fly.io — deploy status, logs, service listing, environment variables, rollback, and health checks from one endpoint. Free tier: 50 requests/IP/day.

aparajithn/agent-deploy-dashboard-mcp

43/100
tools pending

MCP WhatsApp

by gabriellopesdesouza2002

Enables sending messages, images, documents and more on WhatsApp directly from any MCP-compatible AI, with tools for chat management, groups, and webhooks.

gabriellopesdesouza2002/mcp-whatsapp

43/100
tools pending

MojaWave MCP

by mojawave

Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling sending SMS, checking credit balances, and managing bulk SMS jobs.

mojawave/mojawave-mcp

43/100
tools pending

mcp-server-find

by daedalus

A discovery tool for AI agents to search, evaluate, and install MCP servers from multiple registries.

daedalus/mcp-server-find

43/100
tools pending

mcp-redis-server

by daedalus

MCP server that exposes Redis API to AI models

daedalus/mcp-redis-server

43/100
tools pending

windows-gui-mcp

by dcl632

Enables AI coding agents to automate Windows desktop applications through semantic UI Automation instead of brittle coordinate clicks, with tools for discovering windows, finding controls by stable identifiers, and verifying actions.

dcl632/windows-gui-mcp

43/100
3 tools

Figma API Integration Server

by kailashappdev

Integrate Figma's powerful design capabilities into your applications. Leverage the MCP server to interact with Figma's API seamlessly and enhance your workflows. Simplify your design processes by connecting Figma with other tools and services effortlessly.

kailashAppDev/figma-mcp-toolkit

43/100
tools pending

Colab MCP

by aerovfx

An MCP server that bridges local AI agents to Google Colab notebooks, enabling execution of Python code and interaction with notebook states directly from the agent.

aerovfx/MCP_Colab

43/100
tools pending

engram-mcp

by hidden-ones-dev

MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace for searching and citing indexed GitHub and Notion content.

hidden-ones-dev/engram-mcp

43/100
tools pending

Reading Companion

by aby0

A 4-stage reading companion that guides users through structured interviews to discover preferences, generates curated book recommendations with thoughtful sequencing, and maintains detailed progress tracking with reflective logging stored locally in markdown format.

aby0/reading-companion

43/100
tools pending

mcp-seo

by g-battaglia

Enables AI agents to perform comprehensive SEO audits on web pages, including meta tags, headings, links, images, performance, and more, via a CLI or MCP server.

g-battaglia/mcp-seo

43/100
tools pending

Manus Credit Optimizer

by rafsilva85

An MCP server that reduces Manus AI credit usage by up to 75% through intelligent prompt compression, smart model routing, and intent classification. It provides tools to analyze and optimize prompts for maximum efficiency without sacrificing quality.

rafsilva85/manus-credit-optimizer

43/100
tools pending

GNOME UI

by asattelmaier

GNOME Wayland desktop automation via AT-SPI element discovery and Mutter remote desktop input.

asattelmaier/gnome-ui-mcp

43/100
tools pending

AWS Pricing Calculator MCP Server

by elchanio-76

MCP server that provides tools for automating AWS Pricing Calculator estimate generation.

elchanio-76/aws-pricing-calculator-mcp

43/100
tools pending

arr-stack-mcp

by new-usemame

A Model Context Protocol server that exposes Sonarr, Radarr, Lidarr, and Jellyfin to any MCP client through a curated tool layer for LLM consumption.

new-usemame/arr-stack-mcp

43/100
tools pending

Resume Forge MCP

by jitendrasinghsankhwar

An MCP server for intelligent LaTeX resume generation with multiple templates, quality scoring, and job description tailoring.

jitendrasinghsankhwar/resume-forge-mcp

43/100
tools pending

re-angr

by heretek-re

MCP server for angr — symbolic execution + CFG + reaching-definitions.

Heretek-RE/re-angr

43/100
tools pending

meta-ads-manager-mcp

by attainmentlabs

Enables users to create, manage, and monitor Meta (Facebook/Instagram) ad campaigns directly from Claude using natural language.

attainmentlabs/meta-ads-mcp

43/100
tools pending

agent-commerce-mcp-server

by aiagentkarl

Enables AI agents to create, compare, and track purchases with structured buying workflows, offer comparison, and merchant verification.

AiAgentKarl/agent-commerce-mcp-server

43/100
tools pending

OmniAudit MCP

by prekzursil

A production-grade MCP server offering modules for GitHub issue/PR triage, live website auditing, and automated release note generation. It provides robust security features like write-operation confirmation gates, rate limiting, and dual-read storage backends.

Prekzursil/omniaudit-mcp

43/100
tools pending

Dev.to

by arindam200

Provides a bridge between Dev.to content and conversational interfaces, enabling article discovery, search, and publishing capabilities with performance-optimized caching.

arindam200/devto-mcp

43/100
tools pending

Gmail MCP - Instalación Automática y Segura

by franciscoyuster

Acceso de asistentes de IA a Gmail mediante el Model Context Protocol (MCP)

FranciscoYuster/gmail-client-mcp-server

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