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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.

23,544 MCPs on the index

Page 176 of 471

73/100 Code
4 tools

OpenDataMCP

by fastmcp-me

Connects open data to LLMs via MCP, enabling easy access to public datasets and publishing new datasets with community help.

fastmcp-me/opendatamcp

73/100 Code
25 tools

Windows MCP Server

by romeo2badboy-rgb

An enterprise-grade automation server that enables AI assistants to control Windows PCs through intelligent UI element detection, window management, and system-level commands. It leverages the Windows UI Automation tree for reliable interaction, providing tools for mouse/keyboard control, application management, and high-performance screen state analysis.

romeo2badboy-rgb/Windows-mcp

73/100 Code
4 tools

telemcp

by ashtokalo

An MCP server that gives AI assistants read-only access to your personal Telegram account via MTProto, enforcing a whitelist of allowed chats and never marking messages as read.

ashtokalo/telemcp

73/100 Code
9 tools

KnowledgeBaseMCP

by mehmetozcan-zz

Enables AI assistants to extract and analyze text content from various document formats (PDF, DOCX, PPTX, XLSX) in local knowledge bases, and create new formatted Word and Excel documents with structured data and reports.

mehmetozcan-zz/KnowledgeBaseMCP

73/100 Code
tools pending

codecks-mcp

by rangogamedev

MCP server for Codecks project management, providing 38 tools to manage cards, decks, milestones, tags, and workflows via the Model Context Protocol.

rangogamedev/codecks-mcp-python

73/100 Code
7 tools

bfl-flux-mcp

by agentic-ai-forge

Minimal Python MCP server for Black Forest Labs Flux image generation API, providing tools for text-to-image, editing, expansion, variations, and credit checking.

agentic-ai-forge/bfl-flux-mcp

73/100 Code
42 tools

footnote-mcp

by kazkozdev

An MCP server for source-grounded web research that verifies claims against their sources, with 42 tools for search, extraction, and verification.

KazKozDev/footnote-mcp

73/100 Code
tools pending

MCP-Edge

by jemsbhai

Enables cloud LLM agents to discover and invoke physical hardware on edge and IoT devices through standard MCP tools, bridging constrained device channels like UART, BLE, and Wi-Fi.

jemsbhai/mcp-edge

73/100 Code
10 tools

MSSQL MCP Server

by jjones-wps

Provides read-only access to Microsoft SQL Server databases using Windows Authentication, enabling AI assistants to safely explore schemas and query data with built-in security controls.

jjones-wps/pyodbc-mcp-server

73/100 Code
tools pending

filesystem

by javillegasna

Secure filesystem MCP server (Model Context Protocol) in Python — read/write, search, edit and metadata tools with directory restrictions.

javillegasna/filesystem

73/100 Code
tools pending

World Time By Api Ninjas

by bach-ai-tools

Enables querying current date and time information by city/state/country, geographic coordinates (latitude/longitude), or timezone using the API Ninjas World Time API.

BACH-AI-Tools/bachai-world-time-by-api-ninjas

73/100 Code
4 tools

Independent Reserve MCP Server

by sholtomaud

Provides real-time cryptocurrency market data from the Independent Reserve exchange, enabling users to query current prices, ticker information, and order book data for various currency pairs through natural language.

sholtomaud/ir-mcp

73/100 Code
tools pending

mcp-toolbox

by im-girisankar

A plug-and-play MCP server that adds zero-boilerplate tools like file search, reliability scoring, and prompt injection detection to any MCP-compatible agent.

im-girisankar/mcp-toolbox

73/100 Code
10 tools

MCP Materials Server

by heshamfs

Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.

HeshamFS/mcp-materials-server

73/100 Code
5 tools

PDF Document MCP Server

by csoai-org

A local document processing toolkit for AI agents that extracts text, converts PDFs to Markdown, merges files, extracts tables, and summarizes documents without external API dependencies.

CSOAI-ORG/pdf-document-mcp

73/100 Code
tools pending

zget

by bubroz

MCP server for archiving media from 600+ sites (YouTube, TikTok, etc.) and managing a local library with search, metadata, and download tools.

bubroz/zget

73/100 Code
1 tools

JSON Suppressor

by steveswain14

A standalone MCP server that validates and cleans structured data returned by AI agents, removing invented fields, coercing incorrect types, and ensuring the output matches the expected schema before it enters your pipeline.

steveswain14/mcp-json-suppressor

73/100 Code
10 tools

MusicBrainz MCP Server

by usercourses63

A comprehensive MCP server for querying the MusicBrainz database, providing tools to search for artists, releases, recordings, and browse music metadata.

usercourses63/musicbrainz-mcp-server

73/100 Code
3 tools

m5-petit-desire

by petitones

Manages autonomous desires for the M5 Petit robot, allowing Claude to read desire levels and update them via actions and sensor effects.

PetitOnes/m5-petit-desire

73/100 Code
13 tools

qiaomu-llm-mcp

by joeseesun

A local MCP gateway that unifies multiple LLM providers, API keys, routing, and multi-model discussions into a single tool surface.

joeseesun/qiaomu-llm-mcp

73/100 Code
tools pending

dwf-mcp-server

by kenosinc

Enables control of Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer) over USB, supporting devices like Analog Discovery 2/3 and Digital Discovery.

KenosInc/dwf-mcp-server

73/100 Code
1 tools

Euclid-MCP

by meob

MCP server for logical reasoning that turns facts into formal proofs using a deterministic inference engine with Prolog.

meob/Euclid-MCP

73/100 Code
tools pending

GST Insights API MCP Server

by bach-ai-tools

Provides tools to retrieve and validate Goods and Services Tax (GST) details using GST numbers, PAN cards, or company names. It enables users to check registration status, filing history, and business addresses directly through the GST Insights API.

BACH-AI-Tools/bachai-gst-insights-api

73/100 Code
10 tools

Usa Spending

by thsmale

You can track government spending over time, search government spending by agency, explore government spending to communities, and much more. While knowing the data is reliable since all data comes from the official source of government spending data.

thsmale/usaspending-mcp-server

73/100 Code
tools pending

Databases MCP Server (Access and SQLite 3)

by carltk

Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.

Carltk/mcp-server-access-mdb-with-access97

73/100 Code
tools pending

rundeck-mcp-server

by justynroberts

MCP server enabling AI assistants to manage Rundeck projects, jobs, and executions through a standardized interface.

justynroberts/rundeck-mcp-server

73/100 Code
tools pending

trackio-mcp

by fastmcp-me

Enables AI agents to observe and interact with trackio experiments through the Model Context Protocol (MCP).

fastmcp-me/trackio-mcp

73/100 Code
tools pending

Qinglong MCP Server

by pholex

Enables interaction with Qinglong Panel (青龙面板) to query, execute, and monitor scheduled tasks and subscriptions, including viewing task lists, running tasks synchronously or asynchronously, retrieving execution logs and status.

pholex/qinglong-mcp-server

73/100 Code
tools pending

Agentic-Investor

by jon-fox

Provides comprehensive financial analysis and real-time market data including stock information, options chains, technical indicators, financial statements, earnings calendars, and market sentiment indicators through integration with yfinance and other financial APIs.

jon-fox/agentic-investor

73/100 Code
6 tools

Doc Sanitizer MCP Server

by yannickgiguere-dfs

A local, containerized MCP server that uses a local LLM to sanitize documents by removing or transforming PII before content is sent to public LLM services.

yannickgiguere-dfs/doc-sanitizer-mcp

73/100 Code
1 tools

datasource-mcp

by wangguoxi0814

MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enabling SQL query execution via natural language.

wangguoxi0814/datasource-mcp

73/100 Code
14 tools

MCP NEAR Wallet Server

by bigguybobby

Enables Claude Desktop and MCP clients to interact with NEAR blockchain accounts for balance checks, account info, access keys, transaction status, and sending signed transactions.

bigguybobby/mcp-near-wallet

73/100 Code
10 tools

zotero-mcp

by zaddyzad

MCP server that connects AI assistants to your Zotero library, enabling full-text PDF extraction and metadata search.

zaddyzad/zotero-mcp

73/100 Code
tools pending

Google-Drive Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Google Drive tools and services through a unified API.

universal-mcp/google-drive

73/100 Code
3 tools

Google Calendar MCP Server

by alduncanson

Provides tools to query, search, and list Google Calendar events using the Model Context Protocol. It enables natural language interaction for checking schedules, searching for keywords, and retrieving upcoming meetings.

alDuncanson/gcal-mcp

73/100 Code
tools pending

SysControl MCP

by ks6573

Enables Claude Desktop to monitor and control your computer system with 90+ real-time tools covering CPU, RAM, GPU, disk, network, processes, and more, plus extensions for file management, code editing, and web research.

ks6573/SysControl

73/100 Code
tools pending

GTD Manager MCP Server

by peerjakobsen

Implements the Getting Things Done methodology with custom meeting SOPs, enabling capture, processing, and context-based management of tasks and projects, integrated with AI assistants via MCP.

peerjakobsen/mcp-gtd

73/100 Code
tools pending

scpi-mcp

by armchairdeity

An MCP server that enables AI agents to operate an oscilloscope through high-level tools like signal capture and measurement, abstracting vendor-specific SCPI commands.

armchairdeity/mcp-server-scpi

73/100 Code
15 tools

Galaxy Brain

by for-sunny

Combines structured sequential thinking with batch operation execution, enabling step-by-step reasoning with revision/branching capabilities and chained operations with variable piping between steps.

For-Sunny/galaxy-brain

73/100 Code
9 tools

gsheets-mcp

by henrysouchien

MCP server for Google Sheets operations, enabling spreadsheet management including reading, writing, appending, creating, and searching sheets via natural language.

henrysouchien/gsheets-mcp

73/100 Code
tools pending

Quick Data for Windows MCP

by beaulewis1977

A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

Beaulewis1977/quick-data-for-windows-mcp

73/100 Code
tools pending

AgentMode

by agentmode

All-in-one server that connects your coding AI to dozens of databases, data warehouses, data pipelines, cloud services, and more.

agentmode/server

73/100 Code
tools pending

RAG GroundX MCP Server

by geoffrey-42

Enables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.

Geoffrey-42/rag-groundx-mcp-server

73/100 Code
tools pending

thetadata-mcp

by drmartell

MCP server that wraps the Theta Data API to provide AI assistants with real-time and historic stock, options, and index data, including OHLC, trades, quotes, Greeks, and more.

drmartell/thetadata-mcp

73/100 Code
tools pending

MCP Hub Project

by codehalwell

Repo to hold the code for the mcp server built in Gradio for the agents and mcp hackathon

CodeHalwell/gradio-mcp-agent-hack

73/100 Code
tools pending

RAG-Anything MCP Server

by nguyenngocdue

A Model Context Protocol server that enables any MCP-compatible application to perform advanced multi-modal document processing and retrieval using RAG-Anything.

nguyenngocdue/RAG-MCP

73/100 Code
tools pending

cf-mcp

by wojtekkura

Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare services like WAF, bot management, analytics, and Zero Trust for querying and discovery.

wojtekkura/cf-mcp

73/100 Code
1 tools

n8n Advisor

by m2ai-mcp-servers

Enables AI assistants to review workflow status in n8n instances, including active/inactive counts and workflows with recent errors.

m2ai-mcp-servers/mcp-n8n-workflows

73/100 Code
14 tools

FSDB MCP Server

by hjxxlogic

An MCP server for reading and querying FSDB waveform files, enabling AI assistants to browse hierarchy, search signals, and extract waveform data with value changes.

hjxxlogic/fsdb-mcp

73/100 Code
4 tools

Jeltz

by heath0xff

Connects AI assistants to physical devices via MCP, enabling LLMs to reason about sensor data, perform cross-device correlation, and interpret anomalies.

heath0xFF/jeltz

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