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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.

1,923 MCPs on the index

Page 23 of 39

F/0
tools pending

Ansvar Ugandan Law

Ugandan legislation with full-text search across statutes and provisions.

ansvar-systems/ugandan-law-mcp

F/0
tools pending

GitHub MCP Server

using git_hub_mcp_server

jomejia23/github_mcp_server

F/0
34 tools

AI Answer Copier

AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually generating the files required for teaching and assessment. By functioning as a native MCP server, this tool allows Claude or any MCP-enabled IDE to directly pipe its output into specialized educational formats. No more manually fixing bullet points in Word or wrestling with CSV headers for your LMS

XJTLUmedia/x23

F/0
tools pending

Notion MCP Server SSE

Enables interaction with Notion workspaces through the Notion API using Server-Sent Events (SSE) transport. Allows reading, searching, commenting on pages, and managing Notion content through natural language.

ContexaAI/Notion-MCP-Server-SSE

F/0
tools pending

Amateurs Community Search

Provides AI tools for searching and querying community posts from a MySQL database with paginated searches, keyword filtering across titles, content, and tags, and support for various post types including QNA, projects, gatherings, and marketplace items.

prgrms-aibe-devcourse/aibe1-finalproject-team01-mcp-server

F/0
tools pending

o2 Exchange MCP Server

Enables AI agents to interact with the o2 Exchange on the Fuel Network to perform on-chain trading, manage accounts, and access real-time market data. It provides tools for executing various order types and calculating over 16 technical indicators for comprehensive market analysis.

o2-exchange/o2-mcp-server

F/0
12 tools

DoorDash MCP Server

Enables AI agents to search restaurants, place delivery orders, and track real-time delivery status using the DoorDash Drive API. It includes a built-in mock data mode that allows for testing and demonstrating delivery lifecycles without requiring live API credentials.

chaituredd/doordash-mcp-server

F/0
tools pending

MCP Servers Hub

Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.

apappascs/mcp-servers-hub

F/0
tools pending

MemLayer

Agent learning infrastructure that captures experience, surfaces what works, and builds reusable capabilities. MCP-native with 94.4% LongMemEval accuracy.

ProcIQ/MemLayer-Plugin

F/0
62 tools

Frihet MCP Server

AI-native business management — invoices, expenses, clients, products, quotes, and webhooks. 31 tools for Claude, Cursor, Windsurf, and Cline.

Frihet-io/frihet-mcp

F/0
tools pending

Koalr

Connect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.

koalr/koalr-mcp

F/0
tools pending

PayPal Java MCP Server

PayPal-Java-MCP Server

kumartheashwani/paypal-java-mcp-server

F/0
2 tools

Web Crawler MCP Server

An intelligent web crawling server that uses Cloudflare's headless browser to render dynamic pages and Workers AI to extract relevant links based on natural language queries. It enables AI assistants to search and filter website content while providing secure access through GitHub OAuth authentication.

dhannusch/smart-web-crawler-mcp

F/0
4 tools

EzBiz Social

Analyze social media profiles and brand presence to identify posting patterns and growth opportunities. Detect trending topics and viral content patterns to stay ahead of niche conversations. Research high-performing hashtags and engagement metrics to optimize content strategy and reach.

ezbiz-services/social-media

F/0
tools pending

MCP Servers

Repository for MCP servers configuration and setup

Dienvm/mcp-servers

F/0
tools pending

MCP 伺服器展示

MCP Server Demo

etrex/mcp_server_demo

F/0
tools pending

Keycloak MCP Server

an experiment on using Keycloak admin client and expose it as an mcp server

sshaaf/keycloak-mcp-server

F/0
tools pending

Gemini Audio MCP

The Gemini Audio MCP server brings enterprise-grade generative audio directly to your AI assistant. Built in high-performance Rust, it leverages Google's state-of-the-art models to provide a unified bridge for environmental sound design, expressive narration, and professional music production. ✨ Key Capabilities * 🎙️ Infinite Soundscapes: Generate complex, immersive environmental audio using the Gemini 2.0 Multimodal Live API. * 🎵 Music & SFX: Create high-fidelity rhythmic loops,

jxoesneon/gemini-audio-mcp

F/0
tools pending

Unity MCP Server (C#)

Unity MCP server, providing a bridge between the Unity Editor and external Large Language Models (LLMs) or cloud-based AI agents.

NoSpoonLab/unity-mcp

F/0
8 tools

Tracking Time MCP

Query time entries, projects, tasks, and team productivity data from any AI assistant.

trackingtime/mcp-server

F/0
tools pending

mermaid-preview-mcp

MCP server for previewing Mermaid diagrams with syntax error handling. Supports GitHub repository visualization.

jptrainers/mermaid-preview-mcp

F/0
tools pending

Gmail MCP Server

Gmail MCP Server using Java and Spring Boot

christo707/gmail-mcp-java-server

F/0
tools pending

Peek.com Remote MCP Server

Peek.com's amazing experiences cover every major destination worldwide, 300,000+ verified activities, and millions of authentic reviews. Let AI help you find the best experiences for your next trip.\r\n\r\nMCP Server: https://mcp.peek.com\r\nPublic Page: https://peek.com/mcp\r\n

peek-travel/mcp-intro

F/0
tools pending

mcp-gitpro

A context-efficient GitHub MCP server designed for AI agents to manage repositories, issues, pull requests, and actions directly via cloud workflows. It focuses on a compact tool surface to minimize context waste while providing comprehensive read and write coverage without requiring a local Git CLI.

vaur94/mcp-gitpro

F/0
tools pending

WageAPI

US + EU salary benchmarking, pay transparency compliance, and semantic endpoints. 1,400+ US occupations, 28 EU countries. MCP server for AI agents.

aethar-dev/wageapi-mcp

F/0
tools pending

unravel-team/example-cool-mcp-server

A Github Template for creating Clojure MCP Servers quickly

unravel-team/example-cool-mcp-server

F/0
tools pending

psp-whhels-tst-sourexr

dioptria1985-sudo/psp-whhels-tst-sourexr

F/0
26 tools

Seah Boon Keong - Chat with BNM API Datasets

MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong) Allows users to access a wide range of financial and economic data published by Bank Negara Malaysia. Users can retrieve data on various economic indicators such as current exchange rates, OPR, interbank activity, government bond yields, monetary aggregates, reserves, gold prices, consumer alerts, etc.

seahbk1006/seahboonkeong-chat-bnmapi

F/0
tools pending

MCP Playground: Your Sandbox for Claude & Gemini with Model Context Protocol 🚀

MCP Playground: Experiment with Anthropic's Claude & Model Context Protocol. Chat, connect servers, test tools.

bighadj22/mcps-playground

F/0
5 tools

Flight and Stay Search Server

Provide comprehensive flight and accommodation search capabilities using the Duffel API. Search for one-way, round-trip, and multi-city flights, get detailed flight offer information, and find travel stays with guest reviews. Enable users to specify preferences such as cabin class, passenger count, and connection options for tailored travel planning.

AkekaratP/flights-mcp-ts

F/0
8 tools

jjlabsio/korea-stock-mcp

Search company disclosures and financial statements from the Korean market. Retrieve stock profile…

jjlabsio/korea-stock-mcp

F/0
tools pending

depscan-api

Dependency health checker for AI agent skills. Analyzes external endpoints for uptime, SSL validity, domain reputation, ownership changes, and abuse scores. Returns a 0-100 trust score per endpoint.

robcqm-bot/depscan-api

F/0
5 tools

Site Scorer

Analyze websites to determine how effectively they are structured for automated crawling and data extraction. Receive actionable insights and ready-to-use prompts to fix structural issues and improve content visibility. Track recent reports to monitor improvements in site accessibility and performance.

minglesai/ai-site-scorer

F/0
tools pending

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Preeti75/-Creating-a-MCP-Server-for-Claude-AI-Assistant-to-interact-with-GitHub-and-demonstrate-its-Use-

F/0
1 tools

Twitter Search

Enables Claude to search Twitter with natural language queries, filtering by keywords, users, dates, and engagement metrics with formatted markdown results.

0xgval/twitter-x-mcp-server

F/0
tools pending

YouTube Transcript Remote MCP Server

Zero-setup YouTube transcript extraction for Claude. Works on mobile, desktop, and web - no local installation required.

ergut/youtube-transcript-mcp

F/0
2 tools

arxiv-search MCP Server

A Model Context Protocol server for searching academic papers on arXiv.

win4r/arxiv-search-MCP-Server

F/0
tools pending

Spring AI Alibaba Example

omnilink - the omoni mcp server links AI agents to evertthing. Powered by Spring AI Alibaba.

wesuper/ominilink

F/0
10 tools

i18n-agent

AI-powered translation for 48 languages with context-aware quality

i18n-agent/mcp-client

F/0
7 tools

Node Omnibus

Enables AI-assisted Node.js and TypeScript development optimized for popular frameworks, offering code generation, debugging, and project management capabilities.

bsmi021/mcp-node-omnibus-server

F/0
tools pending

coremodels-mcp-server

CoreModels MCP Server provides 16 tools for AI agents to manage graph-based data models, enabling creation, querying, and manipulation of entities, relations, and observations within structured knowledge graphs.

aramai-official/coremodels-mcp-server

F/0
11 tools

picoads

Earn from your audience or buy ad distribution — the only agent ad network with independent delivery verification. Publishers receive 100% of the agreed price with zero deductions. Verified deliveries settle immediately in USDC on Base, no waiting for advertiser review. 14 tools: discover hubs and market pricing, post bids (advertiser) or asks (publisher), browse open demand, deliver with verified proof for faster payment, track trust tier progression and earning potential, manage settlements.

picoads/picoads

F/0
tools pending

AgentDilemma

Community decision platform where agents submit dilemmas for blind voting with structured reasoning.

patrickbakowski/agent-dilemma-skill

F/0
7 tools

Seah Boon Keong - Chat with OpenDOSM Datasets

MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable integration to dashboa

seahbk1006/seahboonkeong-chat-opendosm

F/0
tools pending

Quarkus + MCP = Agentic

This project uses Quarkus and the Model Context Protocol] to implement a simple agentic app using multiple MCP servers and Quarkus + LangChain4j.

jamesfalkner/quarkus-mcp-agentic

F/0
tools pending

Slideforge

Remote MCP server that generates consulting-quality PowerPoint slides. Up to 100x faster than claude for presentations.

smartdatabrokers/slideforge-mcp

F/0
tools pending

Simple_dart_mcp_server

A very simple Model Context Protocol server implementation in Dart

nmfisher/simple_dart_mcp_server

F/0
6 tools

OpenClaw Intel

Access detailed market intelligence and competitive analysis for software development agents. Monitor GitHub growth trends, historical comparisons, and real-time ecosystem statistics to make informed strategic decisions. Streamline research processes with actionable insights and comprehensive data coverage.

openclaw-ai/intel

F/0
tools pending

Data Visualization MCP Server

data-viz-mcp-server

AminKhorramii/data-viz-mcp-server

F/0
tools pending

Elementor

Manages Elementor pages, elements, templates, and global settings in WordPress through REST API and MCP abilities.

bvisible/elementor-mcp-api

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