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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.

23,454 MCPs on the index

Page 296 of 470

69/100 Code
5 tools

mcp-email-server

by fastmcp-me

Enables reading and sending emails via IMAP and SMTP through the MCP protocol. Supports multiple email accounts and configuration via UI or environment variables.

fastmcp-me/mcp-email-server

69/100 Code
6 tools

snip-mcp

by alparse

An MCP server for capturing screen regions directly into Claude Code conversations via hotkeys or tool calls. It provides Windows-specific screen snipping with multi-monitor support, persistent storage, and automatic management of captured images.

Alparse/snip-mcp

69/100 Code
4 tools

becu-mcp

by jrolstad

An MCP server that provides read-only access to your BECU accounts via browser automation, enabling querying of account balances and transaction history conversationally.

jrolstad/becu-mcp

69/100 Code
24 tools

Joule HR MCP Server

by marcelofiorito

Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural language queries about employees, jobs, performance, and organizational structure.

marcelofiorito/joule-sfsf-mcp

69/100 Code
1 tools

2Bot

by charlesmichaelbaird

Enables ChatGPT to execute Codex CLI prompts locally through a secure MCP tool, with support for both local stdio and remote HTTP modes.

charlesmichaelbaird/2bot-mcp

69/100 Code
3 tools

FastMCP Documentation & Web Scraping Server

by jcdumlao14

Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

jcdumlao14/03-mcp

69/100 Code
5 tools

📈 Nasdaq Data Link MCP 🤖

by stefanoamorelli

A Nasdaq Data Link MCP (Model Context Protocol) Server

stefanoamorelli/nasdaq-data-link-mcp

69/100 Code
17 tools

SiteAudit MCP

by vdalhambra

Enables AI agents to perform instant SEO, performance, and security audits of any website through the Model Context Protocol. It provides comprehensive analysis without requiring API keys or configuration.

vdalhambra/siteaudit-mcp

69/100 Code
12 tools

Sutra

by 4rgon4ut

Provides LLMs with cognitive tools (Thinking Models), memory structures (Cells), and multi-agent patterns (Organs) for advanced reasoning, memory management, and orchestration. Automatically routes requests to appropriate strategies and generates custom agent blueprints.

4rgon4ut/sutra

69/100 Code
31 tools

Alpaca MCP Server

by metachain-org

An MCP server implementation for Alpaca's Trading API that enables LLMs to interact with Alpaca's trading infrastructure using natural language, supporting stock, options, and crypto trading, portfolio management, watchlists, and market data.

metachain-org/alpaca-mcp-server

69/100 Code
8 tools

faceit-mcp

by bluemadisonblue

Live CS2 FACEIT data for Claude — query player stats, match history, head-to-head comparisons, recent form, per-map breakdowns, and full match scoreboards for any public FACEIT player using natural language.

bluemadisonblue/faceit-mcp

69/100 Code
17 tools

Mcp_server

by hfhfn

快速上手MCP

hfhfn/mcp_server

69/100 Code
1 tools

SafetyScanner

by sammkong

A read-only MCP server that detects scam indicators in transaction and part-time job postings, returning a risk score and evidence.

sammkong/safetyscanner-mcp

69/100 Code
3 tools

JunoJunHyun/Festival-Finder-mcp

by junojunhyun

Discover festivals worldwide by location, date, and genre. Compare options with key details like d…

JunoJunHyun/Festival-Finder-mcp

69/100 Code
10 tools

mcp-server-thingpark

by bbruhn91

An MCP server that enables AI assistants to manage LoRaWAN devices on Actility ThingPark, allowing device listing, details, and downlink command sending via natural language.

bbruhn91/mcp-server-thingpark

69/100 Code
80 tools

Garmin Connect MCP Server

by dankeydevdave

Connects Garmin Connect data to MCP-compatible clients, providing access to fitness activities, health metrics, and training plans. It supports advanced features like headless 2FA and automated MFA retrieval to enable seamless health data interaction through natural language.

DankeyDevDave/garmin-connect-mcp-server

69/100 Code
69 tools

Kali Linux MCP Server

by ofryma

Enables AI assistants to perform penetration testing and security assessments by exposing 60+ Kali Linux security tools including network scanning, web security testing, password cracking, exploitation frameworks, and OSINT capabilities through an AI-friendly interface.

ofryma/custom-mcp-library

69/100 Code
21 tools

model-radar

by srclight

MCP server that pings 130+ free coding LLM models across 17 providers in real-time, ranks them by latency, and helps AI agents pick the fastest available model.

srclight/model-radar

69/100 Code
1 tools

image-relay-mcp

by qa594741

Enables image generation and editing via third-party relay services. Returns local file paths and Markdown display hints.

qa594741/image-relay-bridge

69/100 Code
159 tools

FL Studio 2025 AI Bridge

by boyan253

Enables AI assistants to read and control FL Studio 2025 projects via file-based RPC and MIDI wake, overcoming sandbox restrictions for tempo, mixer, and note recording.

Boyan253/fl-studio-2025-ai-bridge

69/100 Code
tools pending

スマレジMCPサーバー

by kogai

Enables LLMs to generate code for interacting with the Smaregi platform API by providing API usage documentation, but does not call the actual API.

kogai/smaregi-mcp

69/100 Code
23 tools

ComfyMCP

by hernantech

Enables Claude to generate images via ComfyUI from natural language requests, automating workflow construction and execution.

hernantech/comfymcp

69/100 Code
tools pending

MCP OpenAI Server

by gto1seoul

Enables Claude to directly invoke OpenAI's chat models (GPT-4o, GPT-4o-mini, o1-preview, o1-mini) through a Model Context Protocol integration, allowing users to query and compare responses from different AI models within Claude Desktop.

gto1seoul/openai-mcp

69/100 Code
12 tools

oracle-db-mcp

by kuass

MCP server for accessing Oracle databases, enabling schema exploration, query execution, and performance analysis.

Kuass/oracle-db-mcp

69/100 Code
9 tools

AI4IA-MCP-Server

by rezzfayyazi

Bridges AI assistants with Wazuh SIEM infrastructure, providing natural language access to security alerts, vulnerability analysis, CVE databases, and network documentation for security operations.

RezzFayyazi/AI4IA-MCP-Server

69/100 Code
2 tools

Tavily Web Search MCP Server

by terellcodes

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries through the Model Context Protocol.

terellcodes/yfinance-mcp

69/100 Code
13 tools

syncly-dataset-mcp

by rimmade

Enables querying JSON/JSONL social datasets in Claude Desktop via MCP tools, using DuckDB as the backend database.

rimmade/syncly-dataset-mcp

69/100 Code
5 tools

at-eli-mcp

by matematicsolutions

Enables searching and retrieving Austrian federal legislation and case law from the official legal information system RIS, with verifiable ELI and ECLI identifiers.

matematicsolutions/at-eli-mcp

69/100 Code
1 tools

mcp-uuid

by conao3

A Model Context Protocol server that generates random UUIDs (v4) for MCP-compatible clients like Claude Desktop.

conao3/python-mcp-uuid

69/100 Code
3 tools

comsats-timetable-mcp

by abbdullahjan

Enables fetching and analyzing COMSATS University timetables via natural language, bridging Claude Desktop with the live university timetable system.

abbdullahjan/comsats-timetable-mcp

69/100 Code
35 tools

TaskChampion_MCP

by gabiup2

MCP server for Taskwarrior 3.x — 35 tools for task lifecycle, time tracking, schema validation, and role-based permissions.

GabiUp2/TaskChampion_MCP

69/100 Code
8 tools

Claw Recall

by rodbland2021

Persistent, searchable memory for AI agents. Enables agents to recover context after compaction by searching indexed conversations, emails, and files via MCP tools.

rodbland2021/claw-recall

69/100 Code
91 tools

RHOAI MCP Server

by opendatahub-io

An MCP server that enables AI agents to interact with Red Hat OpenShift AI environments, providing tools for project management, workbench operations, model serving, and more.

opendatahub-io/rhoai-mcp

69/100 Code
19 tools

mcp-google-forms

by kamarusama

MCP server for managing Google Forms — quizzes, grading, images, responses.

KamaruSama/mcp-google-forms

69/100 Code
3 tools

Gemini MCP Chatbot

by nanthagopaleswaran

An MCP server exposing calculator, file read, and file write tools for the Gemini CLI agent, enabling mathematical computations and file operations through natural language.

NanthagopalEswaran/Gemini-MCP-Integration

69/100 Code
8 tools

Fraud Detection MCP

by liatdavid2

AI-powered fraud detection and investigation platform that exposes tools for querying, scoring, and investigating financial applications using LangGraph, MLflow, and SQLite in-memory.

liatdavid2/fraud-detection-mcp

69/100 Code
39 tools

LLM Memory MCP Server

by ranjanjyoti152

Enables AI assistants across platforms to share memory, recall facts, preferences, and conversation history, creating a unified cognitive system.

ranjanjyoti152/LLM-MCP

69/100 Code
3 tools

remit-mcp

by gabrielmahia

MCP server for African diaspora remittance optimization, enabling comparison of remittance corridors and estimation of savings.

gabrielmahia/remit-mcp

69/100 Code
4 tools

ML Experiment Tracker MCP

by prateek-gaurav7296

Query your MLflow experiments in plain English using Claude Desktop. No dashboards, no SQL — just ask.

Prateek-Gaurav7296/experiments-mcp

69/100 Code
26 tools

coda-mcp-server

by tjc-lp

Enables AI-powered document automation and data manipulation with Coda.io through the Model Context Protocol, supporting document, page, table, row, and formula operations.

TJC-LP/coda-mcp-server

69/100 Code
19 tools

TmuxControlLib MCP Server

by jbwinters

Enables Claude to control tmux sessions, manage windows and panes, and search/extract text from terminal output.

jbwinters/tmuxcontrollib

69/100 Code
12 tools

fcgen-mcp

by kouya-group

Enables LLMs to safely generate parametric CAD parts (STEP/STL) using verified templates and FreeCAD, with validation and assembly support.

kouya-group/fcgen-mcp

69/100 Code
10 tools

Spring JVM Diagnostics

by atulbargotra

Diagnoses performance problems in Java Spring Boot applications with JVM metrics and thread analysis.

atulbargotra/jvm-mcp

69/100 Code
5 tools

Viz MCP Server

by ceeyang-ai

Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

ceeyang-ai/viz-mcp-server

69/100 Code
64 tools

mega-outlook-mcp

by grokeverything

Comprehensive MCP server for local Microsoft Outlook automation, providing 64 tools across email, calendar, contacts, tasks, notes, and Exchange features on both Windows and macOS.

grokeverything/mega-outlook-mcp

69/100 Code
8 tools

Firestore MCP Server

by gitskyflux

MCP Server to interact with Google Cloud Firestore

gitskyflux/firestore-mcp

69/100 Code
10 tools

pdf-context

by mematcha

A local-first MCP server that ingests PDFs, extracts structure, and provides semantic search and sequential navigation tools for AI clients to query and learn from documents.

mematcha/pdf-context

69/100 Code
8 tools

pgsql-mcp

by surajmandalcell

Enables interaction with PostgreSQL databases through comprehensive database management tools including index tuning, query execution plans, health checks, schema intelligence, and safe SQL execution with configurable read-only mode for production use.

surajmandalcell/pgsql-mcp

69/100 Code
1 tools

Synthetic Audience MCP

by ashray

An MCP server for testing whether a draft asset is likely to resonate with a target audience.

ashray/hud-rsi-synthetic-audience-mcp

69/100 Code
25 tools

Swarm Orchestrator

by of-arte

An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.

Of-Arte/swarm-orchestrator-mcp-deprecated-

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