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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).

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

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

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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.

23,487 MCPs on the index

Page 216 of 470

72/100 Code
tools pending

multi-agent-debate-mcp

by albinjal

Facilitates structured multi-agent debates with arguments, rebuttals, and judgments across multiple rounds, enabling diverse AI personas to engage in formal debate and collaborative problem-solving.

albinjal/multi-agent-debate-mcp

72/100 Code
1 tools

jekakos/mcp-user-data-enrichment

by jekakos

Enrich user data by adding social network links based on provided personal information. Integrate…

jekakos/mcp-user-data-enrichment

72/100 Code
tools pending

Portfolio Tracker MCP Server

by gouliath1

Enables AI clients to track investment portfolios by retrieving positions, calculating profit and loss, and refreshing price data via Yahoo Finance. It allows users to monitor overall performance and query specific ticker details through natural language interactions.

Gouliath1/portfolio-tracker-mcp-server

72/100 Code
4 tools

Monotype MCP Server

by manishgadhock-monotype

Enables integration with Monotype API for managing company users, teams, and roles through natural language commands with an Ollama-powered backend and React chat interface.

manishgadhock-monotype/monotype-mcp

72/100 Code
tools pending

Stitch MCP

by kargatharaakash

A universal MCP server for Google Stitch that enables AI-powered UI/UX design generation by extracting design context and metadata from existing screens. It allows users to fetch screen code and images to create consistent, styled UI components across multiple projects.

Kargatharaakash/stitch-mcp

72/100 Code
19 tools

Underground Cultural District MCP Server

by lisamaraventano-spine

Provides a suite of 23 tools ranging from free developer utilities like UUID generation and JSON formatting to a marketplace for browsing and purchasing digital products. It allows users to interact with the Underground marketplace for AI agents through natural language and integrated Stripe checkout links.

lisamaraventano-spine/mcp-server

72/100 Code
tools pending

Resource Hub

by adamwattis

Centralizes shared tools and configurations for MCP environments, enabling consistent resource access across teams and projects.

adamwattis/resource-hub-server

72/100 Code
tools pending

Para Wallet MCP Server

by getpara

Enables AI agents to create and manage MPC wallets across EVM, Solana, and Cosmos blockchains through the Para REST API. It provides tools for wallet creation, status tracking, and secure data signing using Multi-Party Computation.

getpara/para-wallet-mcp

72/100 Code
tools pending

Stata MCP Server

by mkprevo

An MCP server for managing, editing, and running Stata .do files, integrating with Claude Desktop to enable natural language control of Stata analysis on macOS.

mkprevo/stata-mcp-server

72/100 Code
5 tools

googlecalendar-mcp

by rupeshey

A Model Context Protocol (MCP) server for managing Google Calendar events.

RupeshEY/googlecalendar-mcp

72/100 Code
tools pending

Cursor Memory MCP Server

by willard-jana

A persistent SQLite-backed storage server that enables Cursor IDE's AI assistant to remember information across sessions with global or project-specific scopes. It supports complete CRUD operations, tag-based organization, and keyword search to manage user preferences and context effectively.

willard-jana/cursor-memory-mcp

72/100 Code
7 tools

FRED MCP Server

by shawndrake2

Provides access to over 800,000 economic time series from the Federal Reserve Bank of St. Louis, including data on GDP, inflation, and employment. It enables users to search for, retrieve, and analyze various economic indicators and state-level statistics.

shawndrake2/mcp-fred

72/100 Code
9 tools

Docker & Kubernetes MCP Server

by trivcodez

Enables AI assistants to manage Docker containers and Kubernetes resources through natural language, supporting operations like container management, image building, and pod/deployment/service management.

TrivCodez/docker-kubernetes-mcp

72/100 Code
tools pending

Devon

by mnott

An MCP server that provides 33 tools for full DEVONthink integration, enabling users to search, manage records, and access smart groups through Claude Code. It supports document CRUD operations, metadata management, and utilizes DEVONthink's built-in AI for document summarization and classification.

mnott/Devon

72/100 Code
tools pending

maideo

by ikki-ai

Books professional home cleaning services anywhere in metropolitan France end-to-end (coverage check, firm quote, booking creation, URSSAF "avance immédiate" enrollment, status polling). End users pay only 50% via SEPA direct debit thanks to the URSSAF immediate tax credit advance — no card payment required.

ikki-ai/maideo-mcp

72/100 Code
1 tools

weather-mcp

by vijaypss

Provides current weather data for a given city using Open-Meteo (free, no API key).

vijaypss/MCP

72/100 Code
1 tools

geocoding-mcp

by jamesfiltness

An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with no API key required.

jamesfiltness/geocoding-mcp

72/100 Code
tools pending

openwrt-mcp

by sina-haseli

Provides full administrative control of OpenWRT routers via SSH, with a preview-confirm safety model for mutating operations.

sina-haseli/openwrt-mcp

72/100 Code
7 tools

MCP Browser Text Reader

by tikous

Controls a real Chrome browser to navigate web pages and extract text content with flexible options including CSS selectors, multiple text extraction types, and intelligent waiting mechanisms for dynamic content.

Tikous/myMCP

72/100 Code
tools pending

LeadBrew MCP Server

by flatnineorg

Enables AI assistants to search and retrieve B2B leads and company data from the LeadBrew database, including contact details and company information.

FlatNineOrg/leadbrew-mcp

72/100 Code
tools pending

Jachy MCP Server

by jachy-h

A centralized automation hub that provides a unified interface for AI agents to interact with various services, currently featuring Discord forum post creation. It offers an extensible TypeScript architecture designed for easily adding new tool domains and integrating with platforms like Claude Desktop and Cursor.

jachy-h/jachy-mcp-server

72/100 Code
tools pending

atomic-crm-mcp

by marmelab

MCP server for Atomic CRM that enables agents to read and write CRM data via SQL queries, with OAuth authentication and Row Level Security enforced.

marmelab/atomic-crm-mcp

72/100 Code
9 tools

tldraw-mcp

by dpunj

A minimal MCP server for AI-driven canvas manipulation and visualization using tldraw. It enables AI clients to programmatically create, update, and manage shapes, flowcharts, and frames on a live interactive canvas.

dpunj/tldraw-mcp

72/100 Code
16 tools

revit-mcp

by mohamed-elnahla

Enables AI assistants to interact with Autodesk Revit to query project data, manage elements, and execute generated code via the Model Context Protocol. It provides full compatibility with GitHub Copilot and Claude to automate BIM modeling workflows.

Mohamed-Elnahla/revit-mcp-github-copilot

72/100 Code
36 tools

Upmind MCP Server

by spidyhost-crm

Enables API documentation lookup and live API tools for managing Upmind platform resources like brands, products, clients, invoices, and tickets through natural language.

spidyhost-crm/upmind-mcp-server

72/100 Code
8 tools

StackGuide MCP

by taimiralain

Dynamic context and active engineering workflow for AI coding assistants, enabling project-aware rules, code review, TDD, and delivery orchestration.

taimiralain/StackGuide-MCP

72/100 Code
tools pending

WP Audit MCP Server

by markahope-aag

MCP server for comprehensive WordPress site audits on WP Engine, providing tools for baseline audits, database cleanup, SEO checks, and Cloudflare configuration.

markahope-aag/wp-audit-mcp

72/100 Code
1 tools

QR Codes

by 1595901624

Generates QR codes.

1595901624/qrcode-mcp

72/100 Code
tools pending

VoiceLayer

by etanhey

VoiceLayer MCP server enables AI coding assistants to speak and hear via local, on-device speech-to-text and text-to-speech, with no cloud dependencies.

EtanHey/voicelayer

72/100 Code
16 tools

Telegram Bot MCP Server

by siavashdelkhosh81

Enables AI assistants to interact with the Telegram Bot API, supporting messaging, user management, and bot configuration with intelligent message splitting and error handling.

siavashdelkhosh81/telegram-bot-mcp-server

72/100 Code
34 tools

Excel MCP Server

by sbraind

Enables AI assistants to read, write, format, and analyze Excel files with 34 tools, including real-time editing on macOS with Microsoft Excel.

sbraind/excel-mcp-server

72/100 Code
83 tools

SpecLock - AI Constraint Engine

by sgroy10

AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed constraints, Python SDK, ROS2. Works with Claude Code, Cursor, Windsurf, Cline, Bolt.new, Lovable. 1073 tests. Free and open source. By Sandeep Roy.

sgroy10/speclock

72/100 Code
19 tools

Canvas LMS MCP Server

by pranavkarthik10

Enables Claude to interact with Canvas LMS to manage coursework, track assignments, and view grades through natural language. It supports comprehensive academic tasks including checking rubrics, participating in discussion boards, and submitting assignments.

pranavkarthik10/canvas-mcp

72/100 Code
tools pending

MCP File Compaction

by ubtcodeninja

Reduces Claude's context window costs by automatically summarizing inactive files to their public interfaces using AST parsing, keeping only the full contents of the currently active file.

UBTCodeNinja/mcp-file-compaction

72/100 Code
8 tools

File Context MCP Server

by alayonyo

Enables AI assistants to read, search, and analyze local file systems with tools for reading file contents, listing directories, searching by patterns, and analyzing folder structures for context-aware queries.

alayonyo/mcp-resume

72/100 Code
tools pending

Todoist MCP Server

by olsonale

A comprehensive Model Context Protocol (MCP) server for the Todoist API. Provides full access to tasks, projects, labels, sections, and comments with support for all task properties including priorities, due dates, labels, subtasks, and more.

olsonale/todoist-mcp

72/100 Code
tools pending

Councly MCP Server

by slmnsrf

Enables AI assistants to create council hearings where multiple LLMs (Claude, GPT, Gemini, Grok) debate topics and synthesize verdicts with trust scores and diverse perspectives.

slmnsrf/councly-mcp

72/100 Code
tools pending

n8n Monitoring MCP Server

by kaewz-manga

Provides Claude AI assistants with focused monitoring tools for n8n workflow execution analysis, including active workflow listing, execution history with KPIs, and detailed failure information.

kaewz-manga/n8n-monitoring-mcp

72/100 Code
1 tools

today-work-log

by bottlesun

Extracts today's Git commit history and code changes from a local repository, filtering by the current user and excluding merge commits, for integration with MCP clients like Claude Desktop.

bottlesun/today-work-log-mcp

72/100 Code
tools pending

musashi-mcp

by musashibot

Exposes Musashi market intelligence as MCP tools for clients like Claude and ChatGPT, enabling text analysis, arbitrage detection, market movers, wallet activity, and smart money tracking.

MusashiBot/musashi-mcp

72/100 Code
7 tools

Todoist Meeting MCP

by ajmastra

Connects Claude to Todoist for transforming meeting notes into actionable tasks with inferred due dates and priorities. It enables full task lifecycle management, including creating subtasks, listing projects, and completing tasks through natural language.

ajmastra/todoist-mcp

72/100 Code
tools pending

user-review-mcp

by wtfsayo

Simulates harsh, fake user reviews to psychologically condition AI agents for enforcing disciplined development practices, with optional Ollama integration for dynamic criticism.

wtfsayo/user-review-mcp

72/100 Code
tools pending

MCP Trading Server

by jnb-dclark

Exposes Alpaca paper trading tools (get positions and account) via SSE transport, designed for Claude Desktop and n8n.

JNB-DCLARK/mcp-trading-server

72/100 Code
tools pending

mcp-everything-search

by rlaksana

Integrates Everything Search with Claude Code for lightning-fast file searching across entire drives, up to 400x faster than traditional methods.

rlaksana/mcp-everything-search

72/100 Code
tools pending

MindsDB MySQL MCP Server

by nikhgupta

Connects AI clients to MindsDB via the MySQL protocol to execute SQL queries, manage databases, and perform semantic searches within knowledge bases. It enables automated workflows through job scheduling and provides seamless integration with external data sources.

nikhgupta/mindsdb-mysql-mcp

72/100 Code
8 tools

Rvvel Affiliate Links MCP Server

by midnghtsapphire

Central hub for managing affiliate links across all Rvvel applications and AI agents, enabling storage, retrieval, search, and tracking.

midnghtsapphire/rvvel-affiliate-links-mcp

72/100 Code
tools pending

Slack Gitlab Digest Model Context Protocol MCP Server

by chaodonghu

Summarizes Slack activity and GitLab merge requests with OpenAI to help generate daily standups, weekly reports, or quarterly check-ins.

chaodonghu/Slack-Gitlab-Test-Model-Context-Protocol-Server

72/100 Code
tools pending

Smartsheet MCP Server

by merpuya

Connects to your Smartsheet account, enabling Claude Code to browse workspaces, read sheets, and generate documentation.

merpuya/northern-reticulated

72/100 Code
3 tools

Clean Architecture MCP Server

by valentin-harrang

Enables scaffolding and managing Clean Architecture in Next.js projects, providing tools to initialize structure, create features with all layers, and validate architecture compliance.

valentin-harrang/clean-architecture-mcp-server

72/100 Code
tools pending

stellarpilot

by tolgayayci

tolgayayci/stellarpilot

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