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

3,087 MCPs on the index

Page 58 of 62

C/60 Code
2 tools

NextApp Payments MCP Server Demo

Demo project showcasing MCP server integration with MongoDB Atlas for payment data retrieval.

Denyme24/mcp-payments-demo

C/60 Code
5 tools

JobDataLake MCP Server

Enables searching over 1 million enriched job listings from 20,000+ companies directly from MCP-compatible AI tools. Provides tools for job search, company profiles, and AI-powered similar job recommendations with real-time data updates.

echojobsio/jdl-mcp-server

C/60 Code
2 tools

Gemini Email Subject Generator MCP

An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven email subjects and detailed reasoning processes. It enables users to send emails via SMTP with dynamic content and save complex brainstorming sessions to local files.

falahgs/Gemini-Email-Subject-Generator-MCP

C/60 Code
2 tools

MCP Time Server

Provides time zone management utilities including retrieving current time in any global time zone and converting time between different time zones with automatic daylight saving time handling.

SzeMeng76/mcp-time-server

C/60 Code
4 tools

SSH Remote Command Executor

Execute remote SSH commands and test SSH connectivity seamlessly through a standardized MCP interface. Manage SSH sessions securely by configuring connection details via environment variables or remote server UI. Simplify remote server management by integrating SSH operations directly into your MCP-enabled workflows.

lgariv/ssh-mcp

C/60 Code
1 tools

ahmedmustahid/postgres-mcp-server

MCP server for interacting with PostgreSQL databases

ahmedmustahid/postgres-mcp-server

C/60 Code
1 tools

Linear MCP

Sample MCP server for learning purposes

peterchappy/Linear-MCP

C/60 Code
21 tools

mcp-server-linear

Model Context Protocol (MCP) server for interacting with the Linear API. This server provides tools and resources for accessing and manipulating Linear issues, projects, and other data through a standardized MCP interface.

mkusaka/mcp-server-linear

C/60 Code
6 tools

larryhudson/linear-mcp-server-again

Model Context Protocol (MCP) server for Linear task management system

larryhudson/linear-mcp-server-again

C/60 Code
1 tools

mcp-low-level-server-streamable-http

A TypeScript-based MCP server that implements a simple note-taking system using low-level server components and streamable HTTP. It enables users to create, store, and summarize text notes through a set of tools, resources, and specialized prompts.

0GiS0/mcp-low-level-server-streamable-http

C/60 Code
1 tools

opensrc-mcp

A codemode MCP server for fetching and querying dependency source code from npm, PyPI, crates.io, and GitHub. It allows agents to execute server-side JavaScript for context-efficient searching and browsing of large codebases without overwhelming the LLM's context window.

dmmulroy/opensrc-mcp

C/60 Code
7 tools

n8n Community Nodes MCP Server

This MCP server enables users to search and access documentation for community-developed n8n nodes and official built-in nodes. It provides token-optimized responses for discovering n8n packages and documentation directly through AI assistants.

dalisys/n8n-community-nodes-mcp

C/60 Code
4 tools

PayArk MCP Server

Connects AI agents to Nepal's payment infrastructure through the PayArk API. It enables users to monitor transaction history, manage projects, and generate hosted checkout links using natural language.

Payark-Inc/mcp

C/60 Code
3 tools

Deno Gemini Grounding MCP Server

Provides Google search grounding capabilities for Gemini AI models through MCP, enabling AI assistants to perform web searches with Gemini's grounding API for more accurate and up-to-date responses.

rinerebox1/deno-gemini-grounding-mcp-server

C/60 Code
21 tools

Arduino Development

Arduino CLI integration for board detection, sketch compilation, upload, serial monitoring, and pin references.

akshatnerella/arduino-mcp-server

C/60 Code
2 tools

signbee-mcp

Document signing for AI agents. Send markdown or PDF for two-party e-signing with a single tool call — handles PDF generation, email verification, and SHA-256 certified delivery.

signbee/mcp

C/60 Code
1 tools

Weather MCP Server

Provides real-time weather updates and city geocoding by integrating the Nominatim and Open-Meteo APIs. It enables users to retrieve current weather conditions for any location through natural language queries in MCP-compatible clients.

ChristianKowalczyk/weather-mcp

C/60 Code
4 tools

db4app Todo MCP Server

Enables LLMs to manage a todo list application through the Model Context Protocol, connecting directly to a browser-based Postgres database to add, list, complete, and remove todo items with categories, priorities, and due dates.

maxabrahamsson/todo-mcp-db4app

C/60 Code
4 tools

pinion05/supabase-mcp-lite

Same functionality, consuming only 1/20 of the context window tokens.

pinion05/supabase-mcp-lite

C/60 Code
12 tools

yuna0x0/hackmd-mcp

Interact with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and…

yuna0x0/hackmd-mcp

C/60 Code
5 tools

Shopify Agentic MCP Gateway

Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

kuro-tomo/shopify-agentic-mcp

C/60 Code
19 tools

callout-dev

AI co-founder MCP server for solo founders. Multi-perspective code review (CTO, Security, Product, DevOps, Customer), stage-aware guidance, tech decision validation, and portfolio management across projects.

fantasieleven-code/callout

C/60 Code
1 tools

OpenAI WebSearch MCP Server

Provides intelligent web search capabilities using OpenAI's Web Search API with reasoning models. Supports localized results, multiple model options, and automatic source citations for current information retrieval.

luchiniatwork/openai-websearch-mcp

C/60 Code
1 tools

ground-truth-mcp

Validate AI claims against live data: check endpoints, count competitors, and test hypotheses. Includes free and paid tools via x402.

anish632/ground-truth-mcp

C/60 Code
5 tools

YOKATLAS MCP Server

Provide access to Turkish higher education data through a standardized protocol. Enable seamless integration of university and education-related information into applications. Facilitate data retrieval and interaction using the Model Context Protocol.

emirks/yokatlas-mcp-typescript

C/60 Code
7 tools

SQLite MCP Server

Provides comprehensive SQLite database interaction for AI agents, including data manipulation, schema inspection, and automated query logging. It features a unique context preservation pattern that uses a dedicated meta-table to help autonomous agents maintain self-documenting database architectures.

u1pns/sqlite-mcp

C/60 Code
16 tools

Knowledge Graph Memory Server

A persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and comprehensive tag-based organization.

deanacus/knowledge-graph-mcp

C/60 Code
21 tools

Excel MCP Server

An MCP server for manipulating Excel files that features a headless engine for real-time formula calculation and data validation. It enables users to create, read, and manage workbooks, sheets, and charts without requiring Microsoft Excel installed.

jauinones/xlsx-MCP

C/60 Code
42 tools

MongoDB Lens

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

furey/mongodb-lens

C/60 Code
4 tools

National Weather Service

Integrates with the National Weather Service API to provide real-time weather alerts by state and detailed forecasts by geographic coordinates for US locations.

abukstech/mcp-server-weather

C/60 Code
5 tools

Claude Viewer

Enables querying and analyzing Claude Desktop/Code conversation history across all users on a machine, including conversation search, token usage statistics, model/tool insights, and opening a web dashboard for detailed visualization.

maxturazzini/claude-viewer

C/60 Code
1 tools

Quran Search Engine

Provides Quran search with Arabic normalization, root-based matching, and highlighted results for AI tools to deliver accurate, hallucination-free Quranic text.

adelpro/quran-search-engine-mcp

C/60 Code
30 tools

Publer

Manages social media scheduling and analytics via Publer's API, with 14 tools for publishing posts, uploading media, and pulling insights across 15+ social networks.

alexkess/publer-mcp-server

C/60 Code
6 tools

Touch Flow Base (MCP Counter POC)

An MCP server that enables AI agents to execute sandboxed JavaScript code to control external web applications in real-time. It utilizes WebSockets to synchronize script execution with frontend animations, allowing complex UI interactions to be handled in a single agent turn.

jobinpjoseph707/touch-flow-base

C/60 Code
2 tools

jensenify-mcp

An MCP server that injects millions of tokens from classical literature into AI engineering interactions to provide deep humanistic context for technical decisions. It allows users to consult works like the Iliad or Shakespeare for engineering advice while helping them maximize their compute spending.

kenm47/jensenify-mcp

C/60 Code
4 tools

Google Search Console MCP Server

Provides AI agents with read-only access to Google Search Console data, including search analytics, index coverage, and sitemap status. It enables users to query clicks, impressions, and ranking performance or check URL indexing status through natural language.

sarahpark/google-search-console-mcp

C/60 Code
7 tools

Google Calendar MCP Server

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

C/60 Code
7 tools

AICre8 MCP Server

Enables AI agents to create, modify, and deploy web projects through the AICre8 platform's sandbox environment. It supports project management, code generation, and direct shell command execution for streamlined web development.

AICre8dev/mcp-server

C/60 Code
4 tools

Nano Banana MCP Server

Enables AI image generation, editing, and composition using Google's Gemini image models (Nano Banana Pro and Nano Banana). Supports text-to-image generation, multi-image composition, flexible aspect ratios, high-resolution output up to 4K, and real-time information grounding.

mikeroussell/nano-banana-mcp

C/60 Code
16 tools

Mixpanel MCP Server

An MCP server that provides access to the Mixpanel REST API, enabling AI agents to query events, funnels, retention data, and user profiles. It allows users to perform complex analytics tasks and export raw event data through natural language prompts.

T-Campbell18/mcp-mixpanel

C/60 Code
11 tools

PortalMCP

Universal AI gateway that enables interaction with Ethereum blockchain through natural language across multiple AI platforms (Claude, ChatGPT, Gemini, etc.). Supports contract deployment, token operations, NFT minting, DeFi operations, and general blockchain transactions.

PortalFnd/PortalMCP

C/60 Code
2 tools

Gaffer MCP Server

Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.

gaffer-sh/mcp

C/60 Code
18 tools

mcp-activedirectory

Provides AI assistants with unified access to on-prem Active Directory via LDAP and Azure AD / Entra ID through the Microsoft Graph API. It enables comprehensive management and search of users, groups, computers, and cloud devices using 18 specialized tools.

fredriksknese/mcp-activedirectory

C/60 Code
8 tools

Mobbin MCP Server

Enables users to search and browse Mobbin's extensive library of mobile app designs, screenshots, and user flows directly from Claude. It allows for detailed exploration of UI patterns, elements, and personal collections using reverse-engineered API access.

pdcolandrea/mobbin-mcp

C/60 Code
5 tools

CrabCut

Turn YouTube videos into short clips — from Claude, Cursor, or any AI assistant that supports MCP. You give it a YouTube link. It finds the best moments, reframes them for vertical video, adds subtitles, and gives you download links. All from a chat.

realcrabcut/crabcut-mcp-server

C/60 Code
12 tools

YouTube MCP Server

Youtube mcp server

coyaSONG/youtube-mcp-server

C/60 Code
10 tools

📦 NPM Helper - A tool to help your ai assistant with npm package management.🤖

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

pinkpixel-dev/npm-helper-mcp

C/60 Code
34 tools

GitHub Enterprise MCP Server

github-enterprise-mcp

containerelic/github-enterprise-mcp

C/60 Code
66 tools

llmconveyors-mcp

MCP server for the LLM Conveyors AI agent platform. 39 tools for Job Hunter (tailored CVs, cover letters, cold emails), B2B Sales (company research, outreach), ATS scoring, resume rendering, and session management.

ebenezer-isaac/llmconveyors-mcp

C/60 Code
17 tools

ffmpeg-mcp

An MCP server that provides 17 FFmpeg-based tools for video and audio processing, including conversion, compression, and editing. It enables AI assistants to perform complex media tasks like extracting audio, adding watermarks, and merging videos using natural language.

yuan66-hub/ffmpeg-mcp

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