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.
Ansvar Ugandan Law
Ugandan legislation with full-text search across statutes and provisions.
ansvar-systems/ugandan-law-mcp
GitHub MCP Server
using git_hub_mcp_server
jomejia23/github_mcp_server
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
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
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
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
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
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
MemLayer
Agent learning infrastructure that captures experience, surfaces what works, and builds reusable capabilities. MCP-native with 94.4% LongMemEval accuracy.
ProcIQ/MemLayer-Plugin
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
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
PayPal Java MCP Server
PayPal-Java-MCP Server
kumartheashwani/paypal-java-mcp-server
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
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
MCP Servers
Repository for MCP servers configuration and setup
Dienvm/mcp-servers
MCP 伺服器展示
MCP Server Demo
etrex/mcp_server_demo
Keycloak MCP Server
an experiment on using Keycloak admin client and expose it as an mcp server
sshaaf/keycloak-mcp-server
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
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
Tracking Time MCP
Query time entries, projects, tasks, and team productivity data from any AI assistant.
trackingtime/mcp-server
mermaid-preview-mcp
MCP server for previewing Mermaid diagrams with syntax error handling. Supports GitHub repository visualization.
jptrainers/mermaid-preview-mcp
Gmail MCP Server
Gmail MCP Server using Java and Spring Boot
christo707/gmail-mcp-java-server
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
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
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
unravel-team/example-cool-mcp-server
A Github Template for creating Clojure MCP Servers quickly
unravel-team/example-cool-mcp-server
psp-whhels-tst-sourexr
dioptria1985-sudo/psp-whhels-tst-sourexr
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
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
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
jjlabsio/korea-stock-mcp
Search company disclosures and financial statements from the Korean market. Retrieve stock profile…
jjlabsio/korea-stock-mcp
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
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
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Preeti75/-Creating-a-MCP-Server-for-Claude-AI-Assistant-to-interact-with-GitHub-and-demonstrate-its-Use-
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
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
arxiv-search MCP Server
A Model Context Protocol server for searching academic papers on arXiv.
win4r/arxiv-search-MCP-Server
Spring AI Alibaba Example
omnilink - the omoni mcp server links AI agents to evertthing. Powered by Spring AI Alibaba.
wesuper/ominilink
i18n-agent
AI-powered translation for 48 languages with context-aware quality
i18n-agent/mcp-client
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
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
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
AgentDilemma
Community decision platform where agents submit dilemmas for blind voting with structured reasoning.
patrickbakowski/agent-dilemma-skill
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
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
Slideforge
Remote MCP server that generates consulting-quality PowerPoint slides. Up to 100x faster than claude for presentations.
smartdatabrokers/slideforge-mcp
Simple_dart_mcp_server
A very simple Model Context Protocol server implementation in Dart
nmfisher/simple_dart_mcp_server
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
Data Visualization MCP Server
data-viz-mcp-server
AminKhorramii/data-viz-mcp-server
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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