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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.

23,489 MCPs on the index

Page 222 of 470

72/100 Code
tools pending

Linear MCP Server

by 10xtechnology

An MCP server that integrates with Linear's API, enabling users to manage issues, projects, teams, and comments through natural language. It supports creating, updating, deleting, and searching issues, as well as project and team management.

10xtechnology/linear-mcp

72/100 Code
8 tools

moviefinder-mcp

by ameliamiddleton

An MCP server that wraps The Movie Database (TMDB) API, enabling search for movies and TV shows, retrieval of movie details, recommendations, similar movies, trending content, streaming providers, and movie discovery.

AmeliaMiddleton/Php1mcp

72/100 Code
6 tools

GSAP Master MCP Server

by bruzethegreat

Transforms Claude into a GSAP animation expert with AI-powered natural language animation creation, complete API coverage, and production-ready patterns for all GSAP features and plugins.

bruzethegreat/gsap-master-mcp-server

72/100 Code
tools pending

Configurable Command MCP Server

by realmindsai

A flexible MCP server that enables users to define and execute arbitrary command-line tools through secure, JSON-based configuration files. It features parameter sanitization, directory scoping, and execution controls to safely integrate CLI utilities with Claude Desktop.

realmindsai/generic_mcp

72/100 Code
tools pending

project-mcp

by hilitb

🗂️ Streamline your project documentation with project-mcp, an intent-based server that maps natural language to relevant sources automatically.

hilitb/project-mcp

72/100 Code
tools pending

K-Data Gate MCP Server

by loved0543-dotcom

Provides Korean market data (products, trends, stocks, real estate) in English JSON for AI agents, with 13 tools including search, trends, and stock analysis.

loved0543-dotcom/kdata-gate-mcp

72/100 Code
tools pending

Lofty MCP Server

by nerdsnipe-inc

Enables AI agents to interact with Lofty CRM via natural language, providing 120 tools across 22 modules for full API coverage.

NerdSnipe-Inc/lofty-mcp

72/100 Code
tools pending

YNAB MCP Server

by jeangnc

Enables interaction with You Need A Budget (YNAB) through their API, allowing users to manage budgets, accounts, categories, transactions, payees, and scheduled transactions through natural language.

jeangnc/ynab-mcp-server

72/100 Code
tools pending

Simple MCP Server

by sumitvairagar

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

sumitvairagar/mcp-server-starter

72/100 Code
26 tools

burn-mcp-server

by fisher521

AI-powered reading triage MCP. 26 tools with a 24h burn timer — search, triage, burn, vault, and analyze your saved articles. Works with Claude, Cursor, Windsurf. Stdio + HTTPS transports.

Fisher521/burn-mcp-server

72/100 Code
tools pending

Streamline MCP

by rostehea

Enables AI assistants to access and manage Streamline tasks, notes, tags, and workspaces via a Supabase-powered backend. It supports full CRUD operations, allowing users to search, create, update, and organize their productivity data through natural language.

RosTeHeA/streamline-mcp

72/100 Code
1 tools

Gemini Image Generation

by bowwowxx

Integrates with Google's Gemini 2.0 Flash experimental model to generate images from text prompts with configurable aspect ratios and output formats, returning base64-encoded images directly.

bowwowxx/geminimcpserver

72/100 Code
tools pending

search-papers

by saidiibrahim

Enables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.

Saidiibrahim/search-papers

72/100 Code
3 tools

MCP Firecrawl

by mustafamemon265789-cloud

A production-ready Model Context Protocol (MCP) server that integrates with the Firecrawl API to give AI assistants the power to scrape, crawl, and search the web.

mustafamemon265789-cloud/MCP

72/100 Code
tools pending

Canvas MCP Server

by jordanlein

A remote MCP server for querying Canvas LMS courses, assignments, and grades. Enables natural language interaction with Canvas data via MCP clients like Claude Desktop.

jordanlein/Canvas_MCP

72/100 Code
14 tools

PDF Utilities MCP

by gleidsonfersanp

Enables AI assistants to read, create, merge, split, and edit PDF files through natural language commands in GitHub Copilot Chat.

GleidsonFerSanP/pdf-utilities-mcp

72/100 Code
tools pending

Clay.com MCP Server

by bpw-civic

MCP server for Clay.com API providing people and company enrichment, and Clay table operations.

bpw-civic/clay-mcp-server

72/100 Code
tools pending

Filevine

by advocate-cloud-solutions

MCP server enabling AI assistants to query and manage Filevine matters, sections, collections, and Lead Docket intake leads through natural language.

advocate-cloud-solutions/filevine-mcp

72/100 Code
9 tools

agent-services-mcp

by ludoplex

MCP Server for Git operations, agent templates, and project utilities.

ludoplex/agent-services-mcp

72/100 Code
tools pending

multi-agent-mcp

by venkata210

Orchestrates multiple AI agents (Product Manager, Software Architect, Engineer, QA, Reviewer) to collaboratively plan, design, implement, review, and improve software development projects via MCP tools.

venkata210/multi-agent-mcp

72/100 Code
4 tools

docx-mcp

by sensio-cz

MCP server for generating professionally formatted Word documents (.docx). Supports corporate templates (colors, fonts, logo), headers/footers, and Markdown conversion.

Sensio-cz/mcp-docx

72/100 Code
tools pending

Reddit Insights MCP Server

by lignertys

Enables semantic search of Reddit posts, subreddit details, and trend discovery through natural language queries.

lignertys/reddit-insights-mcp

72/100 Code
2 tools

Logo.dev MCP Server

by nova-3951

Enables searching for company logos by brand name and retrieving customizable logo image URLs with options for format, size, theme, and greyscale conversion using the Logo.dev API.

NOVA-3951/Logodev-MCP

72/100 Code
4 tools

image-recognition-mcp

by llt22

Gives vision-less LLMs the ability to recognize clipboard screenshots and images by proxying to an OpenAI-compatible vision model.

llt22/image-recognition-mcp

72/100 Code
tools pending

DemoTool MCP Server

by fernandocgomez

A modular MCP server that provides custom tools for AI assistants to interact with the DemoTool project codebase, starting with a hello world tool.

Fernandocgomez/mcp-server

72/100 Code
tools pending

skillzmarket/mcp

by skillzmarket

Enables AI assistants to search, get info, call, and review paid AI skills on Skillz Market, with optional USDC payment on Base network.

skillzmarket/mcp

72/100 Code
2 tools

MCP Codebase Symbols Server

by klimadev

Analyzes codebases and extracts all symbols (functions, classes, methods, interfaces, etc.) from 10+ programming languages into LLM-optimized markdown format. Enables AI assistants to understand entire project structures efficiently without processing full source code.

klimadev/MyCodeKit-MCP

72/100 Code
8 tools

mcp-google-sheets

by filipptrigub

Enables AI assistants to read, write, and manage Google Sheets spreadsheets through natural language commands, providing a bridge between MCP clients and the Google Sheets API.

FilippTrigub/mcp-google-sheets

72/100 Code
tools pending

token-ninja

by oanhduong

Enables AI coding assistants to execute shell commands locally, intercepting deterministic commands like git status and npm test before they reach the LLM, saving tokens and reducing latency.

oanhduong/token-ninja

72/100 Code
tools pending

Swift MCP Server

by onmyway133

An MCP server that provides Swift and SwiftUI best practices, acting as a senior iOS/macOS developer expert.

onmyway133/swift-mcp

72/100 Code
tools pending

vibekit-mcp

by vibekit-apps

Enables the management of AI-powered VibeKit apps, allowing users to control deployments, monitor logs, and perform database operations directly from MCP-compatible clients. It facilitates interaction with hosted AI agents and the execution of headless coding tasks through natural language.

vibekit-apps/vibekit-mcp

72/100 Code
11 tools

Design Analysis MCP Server

by va1bhav512

Reverse-engineers design videos and images into structured frontend implementation specifications using vision LLMs and FFMPEG for frame-level analysis.

Va1bhav512/design-analysis-mcp-server

72/100 Code
tools pending

Firebase MCP Server

by petepc

Enables interaction with Firebase Authentication and Firestore through the MCP protocol, allowing user management and database operations via natural language. Optimized for deployment on Railway.com.

petepc/fb-mcp-server

72/100 Code
6 tools

multi-gmail-mcp-server

by umesh9883

Enables searching and summarizing emails across multiple Gmail accounts simultaneously through Claude.

umesh9883/multi-gmail-mcp-server

72/100 Code
tools pending

summary-always

by wsd1

A server that summarizes and records conversation key points, supporting adding summaries and viewing history.

wsd1/mcp-server-summary-always

72/100 Code
tools pending

Zenrus MCP

by darkgenius

Provides real-time currency exchange rates for USD and EUR against the Russian Ruble, along with Brent crude oil prices sourced from zenrus.ru. It includes tools for fetching live financial data and calculating oil purchasing power based on current market rates.

DarkGenius/zenrus-mcp

72/100 Code
7 tools

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

72/100 Code
12 tools

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

72/100 Code
9 tools

mattermost-mcp

by anton-sobolev-zhr

MCP server for Mattermost that enables AI assistants to read posts, search messages, send messages, and manage channels.

anton-sobolev-zhr/mattermost-mcp

72/100 Code
5 tools

bitbank MCP Server

by bitbankinc

MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, order book, and transaction data retrieval.

bitbankinc/bitbank-mcp-server

72/100 Code
tools pending

Anki MCP Server

by letuanvu08

Enables AI assistants to manage Anki flashcard collections by creating, searching, and updating cards through a standardized interface. It supports media handling, batch operations, and review scheduling via the AnkiConnect add-on.

letuanvu08/anki-mcp

72/100 Code
tools pending

fund402-mcp

by nickthelegend

MCP server that exposes Fund402 protocol tools to Casper testnet, allowing LLMs to execute real on-chain actions like wallet creation, token management, and borrowing via natural language.

nickthelegend/fund402-mcp

72/100 Code
11 tools

Memory MCP - Redis Stack Backend

by bakemark

A drop-in replacement for mcp-memory-duckdb with full concurrent access support using Redis Stack. Enables persistent knowledge graph storage with full-text search and multi-session concurrent access.

BakeMark/mcp-memory-redis

72/100 Code
tools pending

Pylon MCP Server

by gasconc

Enables interaction with the Pylon API for managing accounts, issues, messages, and custom fields through natural language.

gasconc/pylon-mcp-server

72/100 Code
tools pending

Redis MCP Server

by minivv

A Model Context Protocol (MCP) server for Redis. Connect to any Redis instance and execute queries through AI assistants.

minivv/redis-mcp-server

72/100 Code
1 tools

Stack AI MCP Server

by machiavelli-davinci

Connects to Stack AI workflows, allowing you to run workflows and pass user inputs through MCP-compatible clients.

Machiavelli-DaVinci/stack-ai-mcp

72/100 Code
3 tools

anti-search

by moremorefun

MCP server for web search and URL reading via CLIProxyAPI Antigravity backend, enabling web search, URL content retrieval, and grounded research.

moremorefun/anti-search

72/100 Code
4 tools

Cline Memory Bank

by dazeb

A memory system for Cline that tracks progress between conversations. Avoid large token usage!

dazeb/Cline-Memory-Bank

72/100 Code
tools pending

Slander MCP

by ebop14

An MCP server that retrieves and ranks humorous roasts, jokes, and memes about real or fictional characters from Twitter/X. It leverages LLMs for intelligent query generation and uses social engagement metrics to identify and rank high-quality content.

Ebop14/slander_mcp

72/100 Code
4 tools

MySQL MCP Server

by shengshengshengbuxi

Enables interaction with MySQL databases through the Model Context Protocol, allowing users to execute SQL queries and check connection status. It provides tools for seamless database management and built-in SQL query examples.

shengshengshengbuxi/mysql_mcp_server

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