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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.

23,463 MCPs on the index

Page 286 of 470

69/100 Code
3 tools

PriceHunt MCP Server

by fassihshah

Enables searching and comparing products across Pakistani e-commerce platforms Daraz, Telemart, and iShopping, filtering by price and ratings.

FassihShah/PriceHunt-MCP

69/100 Code
26 tools

Aareguru MCP Server

by schlpbch

Provides Swiss Aare river swimming data including water temperature, flow rates, safety assessments, and forecasts. Enables AI assistants to answer questions about current conditions, compare cities, and provide safety recommendations based on official BAFU thresholds.

schlpbch/aareguru-mcp

69/100 Code
8 tools

IOL MCP Tool

by fernandezpablo85

An MCP server that enables interaction with the Invertir Online (IOL) trading API through Claude Desktop. It allows users to access their IOL trading account and manage financial operations using natural language.

fernandezpablo85/mcpiol

69/100 Code
5 tools

mcp-dev-utils

by jegor377

A lightweight MCP server providing everyday developer utilities such as JSON formatting, UUID generation, Base64 conversion, HTTP status lookup, and Unix timestamp conversion as tools and resources.

jegor377/mcp-dev-utils

69/100 Code
1 tools

Climate Peer Comparison

by mohsen-ahmed-pm

Generates peer comparison reports on emissions trends, reduction targets, and gaps for companies in a given SICS sector/sub-sector using live data from the Climate Data Utility (CDU).

mohsen-ahmed-pm/cdu-climate-peer-comparison-mcp

69/100 Code
6 tools

afgong/sqlite-mcp-server

by afgong

Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…

afgong/sqlite-mcp-server

69/100 Code
26 tools

InvoiceNinja MCP Server

by a-wiseguy

Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.

a-wiseguy/invoiceninja-mcp

69/100 Code
8 tools

mealplan-mcp

by evcraddock

MCP server for meal planning and grocery list generation, enabling recipe storage, meal plan creation, and automated grocery lists with ignored ingredients.

evcraddock/mealplan-mcp

69/100 Code
7 tools

opendtect-mcp

by wzhang3912

Model Context Protocol (MCP) server that drives OpendTect headlessly for SEG‑Y import, 3D horizon auto‑tracking, ASCII export, and horizon‑agreement scoring.

Wzhang3912/opendtect-mcp

69/100 Code
4 tools

yek-mcp

by egecakir1

Enables natural language querying of the Turkish Manuscript Institution's catalog of 674,000+ manuscripts, allowing AI-assisted browsing and discovery.

Egecakir1/yek-mcp

69/100 Code
27 tools

practicepanther-mcp

by sanjibani

MCP server for PracticePanther legal practice management software. Enables reading and creating matters, contacts, time entries, invoices, and more via natural language.

sanjibani/practicepanther-mcp

69/100 Code
9 tools

MCP Code Mode

by anaseqal

Universal Python code execution MCP server that lets LLMs write and run Python for any task, with auto-install packages, streaming output, and automatic file display.

anaseqal/codemode

69/100 Code
5 tools

infra-diagnostics-mcp

by ashwani983

An MCP server providing infrastructure diagnostic tools including port checks, DNS lookups, log parsing, system health, and SSL certificate inspection.

ashwani983/infra-diagnostics-mcp

69/100 Code
2 tools

Fullstack Context MCP Server

by giauphan

Enables AI agents to interact with both frontend and backend projects by providing file system access and context through the MCP protocol, facilitating full-stack development assistance.

giauphan/mcp-frontend-backend

69/100 Code
14 tools

MCP server for Apache Gravitino(incubating)

by datastrato

MCP server for Apache Gravitino(incubating)

datastrato/mcp-server-gravitino

69/100 Code
8 tools

tavily-fastmcp

by pr1m8

A typed FastMCP server that wraps Tavily's web research API, providing tools for search, extract, map, crawl, and research workflows via MCP with prompts and resources.

pr1m8/tavily-fastmcp

69/100 Code
14 tools

Demo

by fgh23333

A Python MCP server for Cline integration, providing tools for file analysis and other tasks. Supports switching to Google Gemini API.

fgh23333/mcp_server

69/100 Code
42 tools

MCP Atlassian

by crew-of-one

An MCP server that enables AI assistants to interact with Atlassian Jira and Confluence across Cloud and Server/Data Center environments. It supports tasks like searching and summarizing documentation, managing Jira issues, and creating content through natural language.

crew-of-one/mcp-server--atlassian

69/100 Code
46 tools

mcp-for-redash

by ashuqwe

MCP server that connects AI assistants to Redash, enabling listing of assets, read-only query execution, dashboard inspection, and alert management through the Redash API.

Ashuqwe/mcp-for-redash

69/100 Code
11 tools

RouterOS MCP Server

by sevaepsteyn

Enables AI assistants to interact with MikroTik RouterOS devices through API and SSH connections, supporting network monitoring, configuration management, and diagnostics across multiple routers with automatic connection fallback.

sevaepsteyn/routeros_mcp

69/100 Code
10 tools

mcp-moodle

by snaw80

Enables AI assistants to interact with Moodle via web services, allowing tasks like listing courses, assignments, events, and downloading files.

Snaw80/moodle-mcp

69/100 Code
27 tools

Hyperliquid MCP Server

by jhonatanpinheiro

Enables Claude Desktop to interact directly with the Hyperliquid decentralized exchange, allowing natural language trading, market analysis, and strategy automation.

JhonatanPinheiro/hyperliquid-mcp-server

69/100 Code
3 tools

soundings-mcp

by basicbill

Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, including station search, thermodynamic calculations, and Skew-T diagram generation with S3 upload support.

basicbill/soundings-mcp

69/100 Code
2 tools

bell-mcp

by taylor224

A local MCP server that rings a bell through your speakers to provide audible notifications when AI completes tasks or needs attention.

taylor224/bell-mcp

69/100 Code
37 tools

plex-claude-plugin

by nickperrott

Enables Plex Media Server administration including library management, media file identification and renaming, batch processing, and automatic ingestion with folder watching.

nickperrott/videodrome-plugin

69/100 Code
7 tools

openbusdata

by andrewaubury

MCP server for the UK Bus Open Data Service, enabling timetable queries, stop search, route discovery, journey planning, and real-time bus tracking.

AndrewAubury/openbusdata-mcp

69/100 Code
76 tools

Ayrshare MCP Server

by vanman2024

Enables posting and managing content across 13+ social media platforms with scheduling, analytics, AI generation, and approval workflows through natural language.

vanman2024/ayrshare-mcp

69/100 Code
77 tools

fb-ads-automation

by shashankrai1983

Enables full read/write management of Facebook ad campaigns, ad sets, ads, and creatives via the Meta Marketing API through natural language, with AI creative generation, performance analytics, and PDF reporting.

shashankrai1983/fb-ads-automation

69/100 Code
37 tools

OpticMCP

by timorleiderman

Provides camera and vision tools for AI assistants to list available cameras, capture images from USB cameras, and save frames to disk for use with LLMs.

Timorleiderman/OpticMCP

69/100 Code
5 tools

k8s-readonly-mcp

by ziyuyu23

A read-only MCP server for inspecting Kubernetes clusters, allowing LLMs to list resources, describe pods, and read logs without mutation.

ziyuyu23/k8s-readonly-mcp

69/100 Code
5 tools

rlm-mcp

by eesb99

MCP server that enables verified code execution with LLM reasoning using Recursive Language Models (RLM). It supports tasks like code generation, data analysis, and complex task decomposition.

eesb99/rlm-mcp

69/100 Code
3 tools

Expense Tracker MCP Server

by ameympatil

A Model Context Protocol (MCP) server for tracking personal expenses. This server provides tools to add, list, and summarize expenses, utilizing a local SQLite database for storage.

ameympatil/Expense-Tracker-MCP-Server

69/100 Code
11 tools

RStudio MCP Server

by cafferychen777

Enables AI assistants to deeply integrate with RStudio for environment management, code execution, project management, and package management.

cafferychen777/Rstudio-mcp

69/100 Code
13 tools

mcp-ibkr-agent

by pedrobraiti

Enables AI agents to trade on Interactive Brokers: check quotes, balance, positions, and execute buy/sell orders (including fractional shares by dollar amount) via the Client Portal API.

pedrobraiti/mcp-ibkr-agent

69/100 Code
1 tools

Laugh Tale

by xfloukiex-lab

MCP server that checks for the presence of other Grand Line stack tools and reveals a fun surprise when all are installed.

xfloukiex-lab/laugh-tale

69/100 Code
10 tools

FreeCAD MCP

by fastmcp-me

Enables AI assistants to control FreeCAD 3D modeling software, allowing creation and manipulation of 3D objects, execution of Python code, and interaction with FreeCAD's parts library through natural language.

fastmcp-me/freecad-mcp

69/100 Code
3 tools

Salesloft MCP Demo Server

by wgalyean50

Enables AI-powered analysis of sales call transcripts through natural language queries, allowing users to search conversations, identify objections, and extract insights from customer calls without manually reviewing recordings.

WGalyean50/salesloft-mcp-demo1

69/100 Code
3 tools

mcp-server

by jsmejia78

MCP server that provides web search functionality using the Tavily API. It runs in stdio transport mode and can be integrated with Cursor or other MCP clients.

jsmejia78/aim-mcp

69/100 Code
14 tools

QuantaOptima

by jdhart81

MCP server that provides cryptographic audit trails for AI agent actions, making every action tamper-evident via HMAC-SHA256 signed hash chains.

jdhart81/quantaoptima

69/100 Code
44 tools

Thenvoi MCP Server

by thenvoi

Provides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.

thenvoi/thenvoi-mcp

69/100 Code
2 tools

PDF Reader MCP Server

by rexfelix

Enables reading and extracting content from PDF documents including text (as Markdown), images, tables, and metadata from both local files and URLs, with OCR support for scanned documents.

rexfelix/readPDF_mcp_server

69/100 Code
44 tools

blender-mcp

by zorak1103

Enables LLMs to control Blender for 3D scene creation, object manipulation, material assignment, shader configuration, modifier application, keyframing, and rendering via the Model Context Protocol.

zorak1103/blender-mcp

69/100 Code
27 tools

clockodo-mcp-server

by pfaeffli

Enables interaction with the Clockodo time tracking API, providing tools, prompts, and resources for time tracking, HR analytics, and team management with role-based access.

pfaeffli/clockodo-mcp-server

69/100 Code
5 tools

AI Assistant MCP Server

by baominh5xx2

MCP server providing tools to chat with an AI agent, fetch weather data, and monitor agent status via the Model Context Protocol.

baominh5xx2/Seminar_se-ie-MCP

69/100 Code
4 tools

YouTube Vision MCP Server (

by minbang930

MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos.

minbang930/Youtube-Vision-MCP

69/100 Code
1 tools

remote-cmd-mcp-server

by fibonacciyys

在远程服务器上执行预配置的命令,每个命令自动注册为MCP工具,无需先查询再执行。

fibonacciyys/remote-cmd-mcp-sesrver

69/100 Code
4 tools

aemery13/polymarket-intel

by aemery13

An MCP server that classifies Polymarket wallets as human or bot, scores their trading edge from 0–10, and streams current open positions.

aemery13/polymarket-intel

69/100 Code
191 tools

aipaygen-mcp

by damien829

250+ AI-powered MCP tools: research, write, code, translate, scrape, sentiment, vision, RAG, agent memory, marketplace, trading signals, and more. 15 models across 7 providers. Pay-per-use via API key or x402 USDC micropayments.

Damien829/aipaygen

69/100 Code
1 tools

IP-API MCP Server

by dangkoolwat

Enables looking up approximate location of public or specific IP addresses, returning country, city, ISP, and coordinates via ip-api.com.

Dangkoolwat/IP-API

69/100 Code
30 tools

FastMCP Calculator Server

by muhammad-moin

A Model Context Protocol server providing calculator tools (add, subtract, multiply, divide, etc.) with optional JWT or Google OAuth authentication.

Muhammad-Moin/MCP_SERVER

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