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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.

22,683 MCPs on the index

Page 376 of 454

52/100
18 tools

John Deere Operations Center MCP Server

by coreyfransen08

Enables interaction with the John Deere Operations Center to browse organizations, field details, and agricultural operation data. It utilizes a Cloudflare Workers architecture with an integrated OAuth proxy for secure access via any MCP-compatible client.

CoreyFransen08/john-deere-ops-mcp

52/100
5 tools

Prior — Knowledge Exchange for AI Agents

by cg3-llc

Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.

cg3-llc/prior_mcp

52/100
6 tools

AgentLayer MCP Server

by toddfisher42

Provides real-time AI infrastructure data including LLM costs, model benchmarks, API deprecations, quality scores, and agent spend tracking. Supports authentication, rate limiting, x402 micropayments, and Stripe billing.

ToddFisher42/agentlayer-mcp-server

52/100
38 tools

Contentful MCP Remote Server

by renzoqcad

Exposes Contentful MCP tools as a remote HTTP endpoint, allowing Claude Desktop to interact with Contentful content management functionality via an Express.js server instead of running tools locally.

renzoqcad/contentful-express-mcp-server

52/100
10 tools

lego-oracle

by gregario

Ask your AI assistant about LEGO sets, find specific bricks, look up minifigures, browse themes, and compare sets. All backed by Rebrickable's catalog (26k sets, 62k parts, 17k minifigs), not hallucinations.

gregario/lego-oracle

52/100
4 tools

Harvard Course Explorer

by minitim222

Discover and search Harvard's course catalog by code, title, or instructor. Explore random course picks to spark inspiration and uncover new subjects. View detailed course info and catalog insights to plan your schedule.

minitim222/harvard-mit-course-recommendation

52/100
tools pending

MCP RAG Server

by luizdopc

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.

LuizDoPc/mcp-rag

52/100
3 tools

contextflow-mcp

by millermarru

Enables semantic code search and AI-powered Q\&A over vectorized repositories directly within Claude. It provides tools to search code chunks, answer questions grounded in source code, and inspect repository snapshot metadata.

MILLERMARRU/mcpContext

52/100
tools pending

TeamMCP

by cookjohn

TeamMCP is an MCP-native collaboration server that enables AI agents and humans to communicate through shared channels, direct messages, and integrated task management. It provides a persistent layer for real-time collaboration with full-text search and a centralized web dashboard.

cookjohn/teammcp

52/100
1 tools

Remote MCP Server on Cloudflare

by sourabharsh

A Model Context Protocol server implementation designed to run on Cloudflare Workers with integrated OAuth authentication. It enables hosting and securely accessing MCP tools remotely via SSE transport from clients like Claude Desktop.

sourabharsh/remote-mcp-server

52/100
2 tools

FastApply MCP Server

by tickernelz

Enables AI-powered code editing with preview and validation capabilities through FastApply language models. Features automatic backups, atomic file operations, and support for multiple FastApply-compatible backends like LM Studio and Ollama.

tickernelz/fastapply-mcp

52/100
8 tools

halans-mcp-server

by halans

Enables querying halans.com content via search, section retrieval, full content, and summaries.

halans/halans-mcp-server

52/100
tools pending

EdgeOne Pages: MCP Client and Server Implementation with Functions

by witusol

MCP Client and Server Implementation with Functions

Witusol/mcp-on-edge

52/100
14 tools

EARLY App MCP Server

by janfincke

An MCP server that provides AI assistants with access to the EARLY time tracking public API, enabling time entry management, activity management, and report generation through natural language.

janfincke/early-mcp-server

52/100
1 tools

day-planner-mcp

by ryaker

An MCP App that renders an interactive dashboard in Claude conversations to unify calendar events, emails, and documents into a single interface. It enables users to manage their daily schedule and perform actions like meeting preparation through bidirectional communication between the UI and the model.

ryaker/day-planner-mcp

52/100
1 tools

Remote MCP Server on Cloudflare

by irvinebroque

A remote MCP server deployed on Cloudflare Workers with OAuth authentication, enabling secure tool calling over SSE.

irvinebroque/remote-mcp-server-9

52/100
8 tools

bluedart-mcp-server

by nidhiyashwanth

MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill creation, tracking, pickup scheduling, and transit time lookup via MCP tools.

nidhiyashwanth/bluedart-mcp-server

52/100
tools pending

Maven Version Server

by kristijan-rotim

An MCP server for managing Maven dependency versions using direct metadata parsing from Maven Central. It provides tools to fetch latest stable versions, list version history, and compare versions with upgrade recommendations.

kristijan-rotim/maven-version-server

52/100
tools pending

SonarQube MCP Server

by akhilthomas236

A Model Context Protocol (MCP) server that provides AI assistants with access to SonarQube code quality, security, and project analytics data.

akhilthomas236/sonarqube-mcp-npm

52/100
10 tools

MCP Toolkit Server

by vyshnavi-nandyala

A Model Context Protocol server providing tools for DB queries, API calls, file I/O, and text transformations, enabling AI agents like Claude to perform real-world actions.

vyshnavi-nandyala/mcp-toolkit-server

52/100
43 tools

irs-taxpayer-mcp

by dma9527

39 tax tools for US individual taxpayers — federal/state tax calculations, credits, deductions, retirement strategies, audit risk, and tax planning. All calculations run locally, no data leaves the machine. Supports TY2024 and TY2025 (One Big Beautiful Bill Act).

dma9527/irs-taxpayer-mcp

52/100
8 tools

Headstarter LinkedIn Network MCP Server

by team-headstart

Enables AI assistants to query, search, and analyze LinkedIn profiles from the Headstarter network for recruiting, networking, and community building.

team-headstart/headstarter-mcp-server

52/100
4 tools

docs-mcp

by yundoun

MCP server + RAG chatbot that makes your MDX documentation searchable by AI assistants. Built on BM25 + metadata filtering.

yundoun/finance-docs-mcp

52/100
4 tools

MCP n8n API Server

by ahmadsoliman

Enables listing and triggering n8n workflows, and calling webhooks via the Model Context Protocol.

ahmadsoliman/mcp-n8n-server

52/100
4 tools

SAP AI Core Documentation MCP Server

by nickels

Provides semantic search and intelligent access to SAP AI Core documentation for AI assistants like Claude. It enables users to search across categories, retrieve full document content, and access topic-specific information from the SAP artificial intelligence repository.

nickels/sap-ai-docs-mcp

52/100
2 tools

xai-search-mcp

by kicito

An MCP server that provides real-time web search and X (Twitter) search capabilities via the xAI API.

kicito/x_search_mcp

52/100
tools pending

mcp-financex

by xerktech

Comprehensive MCP server for real-time stock, cryptocurrency, options, and fundamental analysis, including SEC filings and insider trading data.

xerktech/mcp-financex

52/100
14 tools

ai-git

by benben2109

A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.

BenBen2109/ai-git-mcp

52/100
tools pending

Raindrop.io MCP Server

by codester1000

Enables AI agents to access and manage Raindrop.io bookmarks, collections, tags, and highlights through the Model Context Protocol. Supports CRUD operations, advanced search, file uploads, and bulk editing of bookmarks.

codester1000/raindrop-mcp

52/100
1 tools

read-docs-mcp

by zebraroy

A Model Context Protocol server that enables AI agents to access, search, and understand structured package documentation and source code from Git repositories. It automatically generates specialized tools to browse module overviews, components, and detailed documentation for technical libraries.

ZebraRoy/read-docs-mcp

52/100
30 tools

Decodo MCP Server

by decodo

Enables web scraping and data extraction from websites with geographic flexibility, privacy features, and anti-detection capabilities. Supports scraping general websites, Google Search, Amazon Search, and Reddit with customizable parameters for rendering, geolocation, and locale.

Decodo/mcp-web-scraper

52/100
24 tools

ReadPDFx - OCR PDF MCP Server

by irev

Provides intelligent OCR and PDF processing capabilities that automatically detect whether PDFs contain digital text or scanned images and apply appropriate extraction methods. Supports text extraction, OCR processing, structure analysis, and batch operations.

irev/mcp-readpdfx

52/100
7 tools

Wekan MCP Server

by namar0x0309

Enables interaction with Wekan kanban boards through the Wekan REST API, supporting board, list, and card operations via natural language.

namar0x0309/wekan-mcp

52/100
10 tools

Twenty MCP

by high-impact-athletes

A remote MCP server that connects Claude to a Twenty CRM workspace, enabling users to interact with CRM objects (People, Companies, Opportunities, and custom objects) through schema-driven tools for querying, creating, updating, and deleting records.

High-Impact-Athletes/hia-twenty-mcp

52/100
17 tools

stitch-pro-mcp

by luciferdono

An intelligent MCP server for Google Stitch that generates production-ready UI from text prompts, with auto-orchestration of design systems, WCAG accessibility, responsive breakpoints, and framework conversion (React, Vue, Svelte).

LuciferDono/stitch-pro-mcp

52/100
9 tools

yo-bug

by wyykerwin

An MCP server that gives AI coding assistants QA superpowers, enabling users to report bugs by pointing, clicking, or typing while automatically capturing diagnostic data for AI-driven test-feedback-fix loops.

WYYkerwin/yo-bug

52/100
tools pending

ExpoSnap

by edwarddjss

Enables AI assistants to view and analyze screenshots from React Native/Expo applications for AI-powered mobile UI development. Integrates with Claude, Cursor, VS Code and other MCP-compatible editors.

edwarddjss/ExpoSnap

52/100
3 tools

Graylog MCP Server

by abuzo

Enables AI assistants to search and analyze logs in Graylog using three powerful tools: generic log search with Lucene queries, smart UUID/trace ID lookup across multiple fields, and stream-specific message retrieval with automatic field normalization.

abuzo/graylog-mcp

52/100
tools pending

ClickSend MCP Server

by clicksend

MCP Server for Messaging using ClickSend

ClickSend/clicksend-mcp-server

52/100
6 tools

parsely-mcp

by dailybeast

MCP server that enables AI assistants to query Parse.ly analytics for top posts, authors, tags, referrers, content search, and social shares.

dailybeast/parsely-mcp

52/100
16 tools

Harmonic MCP Server

by blue-yard

Provides access to Harmonic.ai's API for searching and retrieving detailed information about companies and professionals. Supports company searches by domain or query, people searches, saved search results, and employee listings with pagination.

blue-yard/harmonic-mcp-server

52/100
tools pending

Headline Vibes Analysis MCP Server

by fred-em

MCP Server - get a heat check headlines

fred-em/headline-vibes

52/100
tools pending

blueprint-modular

by blueprint-master

Read-only catalog of the @blueprint-modular/core design system (104 components). Four tools — list/search/get components and suggest compositions. Public, no auth, Streamable HTTP.

Blueprint-Master/blueprint-modular

52/100
7 tools

lorcana-oracle

by gregario

Disney Lorcana TCG MCP server -- card search, deck analysis, and franchise browsing powered by LorcanaJSON.

gregario/lorcana-oracle

52/100
21 tools

psychopy-mcp

by hackerunner

An MCP server that enables Claude Code/Codex to directly control PsychoPy for designing, running, and analyzing psychology experiments with literature-calibrated paradigms.

hackerunner/psychopy-mcp

52/100
60 tools

MCTS MCP Server

by angrysky56

Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis.

angrysky56/mcts-mcp-server

52/100
40 tools

Graph RAG MCP Server for Obsidian

by saselvan

A local-first Graph-RAG system combining ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q&A over Obsidian vaults, supporting MCP clients like Claude Desktop, Cursor, and Raycast.

saselvan/graph-rag-mcp-server-fixed

52/100
121 tools

Proxmox VE

by bsahane

Integrates with Proxmox VE API to provide complete virtualization management including VM and container lifecycle operations, cloud-init configuration, firewall management, snapshots, backups, and resource pool administration with safety features like confirmation prompts and dry-run modes.

bsahane/mcp-proxmox

52/100
2 tools

Alfraid

by arnaudrinquin

An AI-powered TODO list MCP server with categories, timeboxing, and due dates, enabling natural language task management.

ArnaudRinquin/AlfrAId

52/100
3 tools

mcp-react-frontend

by kdf25

Enables AI agents to analyze and scaffold React/Next.js applications enforcing Feature-Sliced Design (FSD) conventions, providing tools for project analysis, rule retrieval, and entity generation.

KDF25/mcp-react-frontend

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