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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.

39,570 MCPs on the index

Page 759 of 792

43/100
tools pending

Google BigQuery MCP Server

by garethcull

Enables natural language exploration and querying of Google BigQuery datasets through four tools: listing datasets, inspecting table schemas, generating SQL queries with LLM assistance, and executing approved queries.

garethcull/google-bigquery-mcp

43/100
tools pending

Shopify Dev MCP Server for Zed

by thebeyondgroup

A context server extension to add Shopify Dev MCP server to Zed

TheBeyondGroup/zed-mcp-server-shopify-dev

43/100
tools pending

Brainstorm MCP Server

by vquand

An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaboration.

vquand/brainstorm-mcp

43/100
tools pending

Universal AI Hub

by volkansah

A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gated access to AI providers and web search with structural sandboxing.

VolkanSah/Universal-AI-Hub

43/100
tools pending

LinkedIn MCP Server

by ibm

A professional Model Context Protocol (MCP) server for LinkedIn content creation, featuring a shadcn-inspired component system, 10 performance-tuned themes, and data-driven optimization based on 1M+ post analysis.

IBM/chuk-mcp-linkedin

43/100
tools pending

g-gremlin-salesforce-mcp

by mikeheilmann1024

A dedicated Model Context Protocol server that enables AI clients to interact with Salesforce tools for data analysis and management via the g-gremlin CLI. It supports both read-only and write-enabled operations for seamless integration with tools like Claude Desktop and Cursor.

mikeheilmann1024/g-gremlin-salesforce-mcp

43/100
tools pending

Plaud MCP

by humanly-labs

Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull transcripts, and ask Claude about your notes — directly from chat.

Humanly-Labs/plaud-mcp

43/100
tools pending

Mooring

by seayniclabs

Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.

seayniclabs/mooring

43/100
tools pending

Malt MCP Server

by leombm

Enables reading your Malt freelance profile, statistics, and missions through browser automation.

LeoMbm/malt-mcp

43/100
tools pending

grimoire

by penthertz

Enables AI models to search and retrieve offline security knowledge from over 20 curated sources including HackTricks, PayloadsAllTheThings, and OWASP guides, via the Model Context Protocol.

PentHertz/grimoire

43/100
tools pending

Artificial Virtual Assistant (AVA)

by ayoub-etoullali

An MCP server that provides AI applications with a toolset for an Artificial Virtual Assistant (AVA) integrated with the Gmail API. It enables users to automate email management and personal tasks through secure Google OAuth authentication.

Ayoub-etoullali/Model-Context-Protocol-MCP

43/100
tools pending

SoManyLemons MCP

by nomiddleinc

AI-powered content marketing MCP server for creating branded video reels, LinkedIn posts, image quotes, and more via the /lemons command.

NoMiddleInc/somanylemons-mcp

43/100
tools pending

PyAutoGUI-MCP

by chigwell

Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse control, keyboard input, and screenshot capture.

chigwell/pyautogui-mcp

43/100
tools pending

shigechika/aruba-central-mcp

by shigechika

MCP server for Aruba Central that exposes access point, switch, and wireless client status to MCP-compatible AI assistants via STDIO transport.

shigechika/aruba-central-mcp

43/100
tools pending

JamfMCP

by liquidz00

An async MCP server for Jamf Pro integration, providing AI assistants with tools for computer health analysis, inventory management, and policy monitoring.

liquidz00/jamfmcp

43/100
tools pending

1C MCP Toolkit

by roctup

Integrates AI agents with 1C:Enterprise databases via MCP and REST API, supporting a built-in HTTP server (no Python required) or a Python proxy mode.

ROCTUP/1c-mcp-toolkit

43/100
tools pending

skill-scanner

by shrav89

🔍 Discover and analyze AI skills in your projects with Skill Scanner to enhance development and improve security.

shrav89/skill-scanner

43/100
tools pending

IoT MCP Server

by duke-cei-center

Enables AI assistants to read sensor data from IoT devices and dispatch data collection tasks through a unified interface supporting multiple protocols.

Duke-CEI-Center/IoT-MCP-Servers

43/100
tools pending

sg-mobility-mcp

by jimmytbc

A grounded Singapore travel-planning brain for your AI personal assistant.

jimmytbc/sg-mobility-mcp

43/100
tools pending

Harvestr

by angelogiacco

Manage customer feedback and product discoveries on Harvestr.io

angelogiacco/harvestr-mcp

43/100
tools pending

wrds-mcp

by marianosalinas

Provides AI assistants with natural language access to WRDS financial data for credit and equity analysis through 29 specialized tools. It enables users to query bond history, credit ratings, financial metrics, and syndicated loans using simple conversational prompts.

marianosalinas/wrds_mcp

43/100
tools pending

Huawei AppGallery Connect

by agimaulana

Manage Huawei AppGallery Connect app publishing including APK/AAB uploads, metadata updates, phased rollouts, and release submissions.

agimaulana/huaweiappgallerymcp

43/100
tools pending

Date Calculator AI MCP

by csoai-org

Date Calculator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/date-calculator-ai-mcp

43/100
tools pending

mcp-market-ru

by devids77

MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.

devids77/mcp-market-ru

43/100
tools pending

Azure OpenAI GPT-Image-1 MCP Server

by ww-ai-lab

Enables AI assistants to generate and edit images using Azure OpenAI's gpt-image-1 model through the Model Context Protocol.

WW-AI-Lab/azure-gpt-image

43/100✓ Official
tools pending

Lark AgentCore Gateway Interceptor MCP Server

by aws-samples

Enables Bedrock agents to act as a Lark user, performing document operations (list, create, edit, delete) and identity verification via Lark's REST API, with per-user credential injection through a Gateway Interceptor.

aws-samples/sample-lark-identity-on-agentcore-interceptor

43/100
tools pending

RV MCP Server

by geddart

Bridges AI assistants to Autodesk RV for managing media review sessions through natural language commands. Users can control playback, compare shots, and adjust color grading without needing any external plugins.

Geddart/rv-mcp

43/100
tools pending

OathScore

by moxiespirit

Real-time world state and independent API quality ratings (0-100) for AI trading agents. Exchange status, volatility (VIX/VVIX/SKEW), economic events, and data source reliability — 8 tools.

moxiespirit/oathscore

43/100
tools pending

google-mcp

by giantrotta24

Multi-account Google MCP server providing read access to Gmail and Calendar via stdio. Supports secure authentication for personal and work accounts with OAuth and keychain token storage.

giantrotta24/multi-account-google-mcp

43/100
tools pending

YouTube Video Downloader MCP

by josetapiauex

An advanced MCP server that enables asynchronous downloading of YouTube videos and playlists with features for job tracking and library management. It utilizes yt-dlp and an SQLite database to store metadata, monitor download status, and manage content through Claude Desktop.

JoseTapiaUex/MCP-download

43/100
tools pending

mcp-swarmia

by smattila

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

smattila/mcp-swarmia

43/100
15 tools

MCP ArchiMate Server

by dqxorg

Enables AI assistants to read and write ArchiMate models stored in CoArchi XML format. Query elements, create relationships, design diagrams, and sync changes to Git through natural language.

dqxorg/mcp-archimate

43/100
tools pending

MCP-Deep-Researcher

by sid12super

A multi-agent research system that decomposes complex queries into targeted sub-questions, searches the web in parallel, scores source credibility, and synthesizes findings into structured markdown reports.

sid12super/MCP-Deep-Researcher

43/100
tools pending

pfSense Enhanced MCP Server

by mmaxwellcb

Enables natural language interaction and management of pfSense firewalls through Claude and other GenAI applications using the Model Context Protocol. It provides advanced tools for firewall rule configuration, interface management, and intelligent log analysis via a REST API integration.

MmaxwellCB/Pfsesen_MCP_2

43/100
tools pending

Weather MCP Server

by kisekixy

Provides real-time weather data for Chinese cities and global locations via wttr.in API, supporting tools like get_weather and list_supported_cities.

Kisekixy/weather-mcp-server

43/100
tools pending

heap-seance

by segfaultsorcerer

MCP server that provides 8 tools for Java memory leak investigation: \- Class histograms, GC pressure snapshots, JFR recordings, heap dumps, MAT leak suspects analysis, async-profiler allocation profiles \- Structured confidence-based verdicts (none/low/medium/high) requiring independent signal corroboration \- Designed for use inside Claude Code with two slash commands

SegfaultSorcerer/heap-seance

43/100
tools pending

unbrowser

by protostatis

Lightweight local MCP browser for LLM agents. Runs JavaScript, follows links, fills forms, manages cookies, and returns compact BlockMaps without Chrome.

protostatis/unbrowser

43/100
tools pending

mcp-sse

by mifunedev

🔌🔄 Simple MCP Server Deployment

mifunedev/mcp-sse

43/100
tools pending

postgresql-mcp-server

by zzhroot1998

A postgresql mcp that you can run your DQL SQL though it

zzhRooT1998/postgresql-mcp-server

43/100
tools pending

Mcp Dingdingbot Server

by hundunonline

钉钉webhook MCP server

HundunOnline/mcp-dingdingbot-server

43/100
tools pending

mindbody-mcp

by nobanks

MCP server for Mindbody, enabling AI agents to fetch client info, query class schedules, book classes/appointments (env-gated), and process checkout (payment-gated).

NoBanks/mindbody-mcp

43/100
tools pending

Legal Court MCP Server

by aiagentkarl

MCP Server providing AI agents access to over 3 million US court decisions via CourtListener and EU legislation via EUR-Lex, with tools for searching cases, citations, judges, and court information.

AiAgentKarl/legal-court-mcp-server

43/100
tools pending

MCP Translation Server

by kybvwhxw

高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。

KYBvWHxW/mcp-translation-server

43/100
tools pending

Grokipedia MCP Server

by theonetrueniz

Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.

TheOneTrueNiz/mcp-grokipedia-tool

43/100
tools pending

mcp-server-nmap

by daedalus

Enables network scanning and reconnaissance through MCP tools, leveraging nmap for port scanning, service detection, and host discovery via synchronous, asynchronous, and streaming interfaces.

daedalus/mcp-server-nmap

43/100
tools pending

MCP Gateway

by solnera

A Home Assistant custom integration that provides standalone MCP server endpoints for each device, enabling per-device tools and auto-discovery via mDNS.

solnera/ha-mcp-gateway

43/100
tools pending

Gmail MCP Server

by david-strejc

Enables Gmail management via MCP, including email search, retrieval, labeling, sending, and forwarding through IMAP and SMTP.

david-strejc/gmail-mcp-server

43/100
tools pending

mcp-atlassian-extended

by sumanrio

Extend and simplify interaction with Atlassian APIs by providing enhanced Python tools for efficient project and issue management.

sumanrio/mcp-atlassian-extended

43/100
tools pending

sifa-mcp

by gabrielmahia

MCP server for portable reputation and skills passports in East Africa — worker profiles, verified service records, trust scores, and professional references for economic mobility. 6 tools.

gabrielmahia/sifa-mcp

43/100
tools pending

nano-banana-mcp

by denialgelon

A minimal MCP server that wraps Google Gemini image generation, enabling users to generate images via a single tool prompt in Claude Code or other MCP hosts, with automatic filename collision handling.

DenialGelon/nano-banana-mcp

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