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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).

M8ven Verified — three independent tiers

Behavior Verified

We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

Code Verified

We inspected the source code and checked that its capabilities match what the tool descriptions claim.

Publisher Verified

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 828 of 792

41/100
tools pending

LangSmith MCP Server

by don-aie-cohort8

Enables read-only querying of LangSmith traces including runs, children, and URLs without extra instrumentation.

don-aie-cohort8/langsmith-mcp-server

41/100
tools pending

SAP Ariba MCP Server

by vanshikadhole

Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, sourcing, supplier management, and supply chain data. It enables AI agents to interact with contracts, catalogs, and business network transactions through natural language.

VanshikaDhole/McpServer

41/100
tools pending

robinhood-mcp

by rwlarow-ui

Enables AI models to manage Robinhood portfolios, execute trades, and run automated trading bots with stop-loss/take-profit monitoring.

rwlarow-ui/robinhood-mcp

41/100
tools pending

mcp-starter

by ejoliet

A minimal MCP server demonstrating tools, resources, and prompts for managing notes, with a simple notes app that supports adding, listing, deleting notes and summarizing them.

ejoliet/mcp-starter

41/100
tools pending

Intercom MCP Server

by damilola-max

An MCP server that exposes Intercom tools to Claude Desktop and sends a daily support report via email.

Damilola-max/intercom-mcp-server

41/100
tools pending

ynab-mcp-server

by gregarrific

A personal MCP server that gives Claude native access to YNAB budget data.

Gregarrific/ynab-mcp-server

41/100
tools pending

Proflores MCP Server

by jjesusaf

Enables management of the Proflores budgeting system, allowing users to interact with catalogs for clients, projects, and resources. It supports comprehensive budget operations including creation, item updates, and Unit Price Analysis (APU) through a Supabase backend.

jjesusaf/mcp-server

41/100
tools pending

GitHub Projects MCP Server

by jamescalam

Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.

jamescalam/github-projects-mcp

41/100
tools pending

semaphore-mcp-server

by vitexsoftware

Enables AI assistants to interact with Semaphore UI for managing Ansible, Terraform, and other automation workflows through project, task, template, and inventory management.

VitexSoftware/semaphore-mcp-server

41/100
tools pending

xtai-mcp-data-analysis

by vaesonshu

An MCP server for data analysis and visualization supporting CSV and Excel files. It enables users to generate statistical summaries and create multi-dimensional charts like heatmaps and bar plots through natural language.

vaesonshu/xtai-mcp-data-analysis

41/100
tools pending

Nager MCP v102 MCP Server

by traia-io

Provides access to the Nager.Date API through the Model Context Protocol, allowing AI agents to query worldwide public holiday information. It enables seamless integration of holiday data into LLM workflows using standardized tools.

Traia-IO/nager-mcp-v102-mcp-server

41/100
tools pending

Blood Pressure Tool

by mclarkson

Manages blood pressure readings (create, read, update, delete) via an MCP server, integrable with Open WebUI.

mclarkson/bptool

41/100
tools pending

google-fonts-mcp

by sliday

MCP server for searching Google Fonts and generating complete CSS/Tailwind typographic systems with font pairings and modular scales.

sliday/google-fonts-skill

41/100
tools pending

Test MCP Server Feb6 USDT

by traia-io

An MCP server that enables AI agents and LLMs to interact with the Test MCP Server Feb6 USDT API through standardized tools. It provides features such as Docker support and async operations for efficient integration.

Traia-IO/test-mcp-server-feb6-usdt-mcp-server

41/100
tools pending

ocr-mcp

by asharca

Enables document OCR processing via OcrPlane APIs, supporting document parsing, asynchronous polling, markdown extraction, and task management.

asharca/ocr-mcp

41/100
tools pending

blender-mcp-bridge

by otinori

Enables natural language control of Blender via Claude by converting MCP JSON-RPC calls to Blender's custom TCP protocol for scene manipulation, object creation, and Python execution.

otinori/blender-mcp-bridge

41/100
tools pending

sysprobe-mcp

by raindancer118

Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.

Raindancer118/sysprobe-mcp

41/100
tools pending

Academic Author Network

by alperenkocyigit

Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

alperenkocyigit/authorprofilemcp

41/100✓ Official
11 tools

Sentry

by getsentry

Retrieving and analyzing issues from Sentry.io

getsentry/sentry-mcp-ts

41/100
tools pending

GitHub MCP Server

by maheshjagzap123

Exposes GitHub actions as tools for creating branches, pushing files, opening and merging pull requests.

maheshjagzap123/MCP-Server

41/100
tools pending

USDA MCP Server

by nstclore

Enables plain English queries about US agricultural data, including historical crop statistics from NASS QuickStats and current cash grain prices from AMS Market News.

nstclore/usda-mcp

41/100
tools pending

Personal Library MCP Server

by srgsanky

A demo server that allows AI models to manage a personal reading list stored in a local SQLite database. It provides tools for searching, adding, and updating books while demonstrating core Model Context Protocol features like resources and tools.

srgsanky/mcp-demo

41/100
tools pending

pdf-reader-mcp

by iflow-mcp

MCP server for extracting text from PDF files, supporting local files and URLs.

iflow-mcp/pdf-reader-mcp-1

41/100
tools pending

Horse Racing News

by mchow01

Retrieves and displays the latest horse racing news stories from Thoroughbred Daily News RSS feed, including titles, content, and links.

mchow01/horseracingnews

41/100
tools pending

Minimal MCP Server for AutoCAD DWG

by jooseokkim-dl

A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

JooseokKim-DL/MCP-for-MS-Copilot-Agenthon

41/100
tools pending

vCenter MCP Server

by downeyou

Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, providing read-only and write tools with dry-run protection and automatic session management.

DowneyOu/vcenter-mcp-stack

41/100
tools pending

Plex MCP Server

by vladimir-tutin

Enables interaction with Plex Media Server via the MCP protocol, allowing AI agents to manage libraries, media, playlists, collections, users, sessions, and server administration.

vladimir-tutin/plex-mcp-server

41/100
tools pending

Custom Elasticsearch MCP Server

by m0-ar

A high-performance MCP server that connects tools like Cursor to Elasticsearch clusters using public-key authorization instead of API keys. It provides optimized tools for searching data, listing indices, and inspecting cluster mappings or shards with support for concurrent requests.

M0-AR/Custom-Elasticsearch-MCP-Server

41/100
tools pending

cc-session-search

by bwads001

An MCP server that provides tools for searching and analyzing Claude Code conversation history.

bwads001/cc-session-search

41/100
tools pending

Kroger MCP Server

by cincyjosh

Integrates Kroger's public API with Claude to allow adding meal plan grocery lists directly to your Kroger cart via natural language.

cincyjosh/Kroger-MCP-Server

41/100
tools pending

procurement-knowledge-mcp

by trussler-leveragepointdata

MCP server for querying procurement and inventory documents (invoices, purchase orders, etc.) via structured lookups, precomputed comparisons, and full-text search.

trussler-leveragepointdata/procurement-knowledge-mcp

41/100
tools pending

Sage MCP Server

by waggle-sensor

A Model Context Protocol (MCP) server for interacting with the Sage Grande Testbed, enabling users to query sensor data, submit jobs, and manage Sage nodes through natural language.

waggle-sensor/sage-mcp

41/100
tools pending

Math Tools

by arjunkrish7356

Provides six fundamental mathematical operations including addition, subtraction, multiplication, division, exponentiation, and logarithm calculation with customizable base support and proper error handling for division by zero and invalid inputs.

arjunkrish7356/mathagent

41/100
tools pending

smokeball-mcp

by rosenadvertising

MCP server providing full Smokeball API coverage for law firm practice management, enabling natural language interactions with matters, contacts, tasks, billing, and more via Claude Desktop.

RosenAdvertising/smokeball-mcp

41/100
tools pending

Grafana MCP

by izaitsevfb

MCP server for Grafana that provides tools to interact with dashboards, data sources, alerts, and more.

izaitsevfb/grafana-mcp

41/100
tools pending

Google MCP Server

by aayush13022

Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authentication and an approval gate that requires manual confirmation before each action.

aayush13022/mcp-server-aayush

41/100
tools pending

NotebookLM MCP Server

by harriedgemusic

Enables AI agents to query and interact with Google NotebookLM notebooks to retrieve citation-backed information. It provides tools for listing notebooks, accessing source data, and asking natural language questions.

harriedgemusic/notebooklm-mcp

41/100
tools pending

LangGraph FastAPI MCP Server Demo

by davidkiss

Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chatbot to manage shopping lists via natural language.

davidkiss/langgraph-fastapi-mcp-server-demo

41/100
tools pending

ROS1 Noetic MCP Server

by lopisan

Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools for topic management, service calls, and parameter configuration. It also supports node inspection, coordinate transform queries, and message introspection via the Model Context Protocol.

lopisan/ros-mcp

41/100
tools pending

AspenPlus MCP Server

by brack101

Enables AI assistants to interact with Aspen Plus process simulations through a standardized MCP interface, supporting simulation control, data access, and flowsheet manipulation.

brack101/AspenPlus-MCP-Server

41/100
tools pending

PostgreSQL MCP Server

by kannakim

Enables AI agents to inspect and query PostgreSQL databases safely, with features like listing tables, retrieving schemas, and running read-only SQL queries.

KannaKim/PostgresqlMCPServer

41/100
tools pending

magento-api-mcp

by florinel-chis

Enables searching and retrieving Magento 2 REST API documentation offline via local OpenAPI parsing, supporting endpoint search, schema lookup, and category browsing.

florinel-chis/magento-api-mcp

41/100
tools pending

imessage-mcp

by jaredmoskowitz

A read-only MCP server that exposes your iMessage data to Claude Code and Claude Desktop, with automatic contact name resolution.

jaredmoskowitz/imessage-mcp

41/100
tools pending

selectel-mcp

by a-slvn

An MCP server that gives an AI agent controlled access to a Selectel cloud account: OpenStack cloud servers, S3 object storage, and account billing.

a-slvn/selectel-mcp

41/100
tools pending

Corpus MCP Server

by mathankarthik18

Enables AI assistants to securely interact with the Corpus Tracker application to manage financial portfolios and analyze net worth. It provides tools for tracking stock and gold holdings, logging transactions, and generating cash flow trends.

Mathankarthik18/corpus-mcp

41/100
tools pending

Joplin MCP Server

by darkflib

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

Darkflib/mcp-joplin

41/100
tools pending

MCP Server

by geoaziz

A persistent backend that reduces AI agent context window bloat by centralizing memory, tools, and logic, enabling lean prompts and scalable multi-agent architectures.

GeoAziz/mcp-server

41/100
tools pending

systerd-lite

by rintaro-s

An AI-Native OS Core that enables LLMs to autonomously monitor, control, and optimize Linux systems with 200+ system control tools covering process management, security, containers, and self-editing capabilities.

rintaro-s/sisterd_lite

41/100
tools pending

MCP Mempool

by jaducku

An MCP server that provides AI agents with real-time and historical Bitcoin network data by wrapping the mempool.space WebSocket and REST APIs. It enables tracking addresses, monitoring blocks, and retrieving transaction details or fee estimates through natural language.

jaducku/mcp-mempool

41/100
tools pending

PR-Reviewer

by attikpo-akrabal-godwin

Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.

attikpo-akrabal-godwin/PR-Reviewer

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