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.
ActionGate
Evaluate risk scores and simulate outcomes to make informed business decisions. Automate policy enforcement using specialized decision endpoints for secure transaction management. Streamline governance by integrating real-time gating into your automated workflows.
actiongate/actiongate
mcp-colombia
This MCP server connects AI agents with Colombian e-commerce, travel, and financial services, allowing users to search MercadoLibre, find hotels, and compare banking products like CDTs and loans. It enables seamless integration with local services in pesos colombianos through specialized tools for shopping, travel planning, and financial simulation.
manuelariasfz/mcp-colombia
Bootpay Developer Docs MCP Server
Enables AI coding tools to search and retrieve Bootpay payment and commerce developer documentation, including integration guides and customer service manuals. It facilitates tasks such as payment linking, billing key issuance, and webhook configuration through natural language queries.
bootpay/bootpay-mcp
MCP Dependencies Installer
install all of deps for mcp server
Xeonice/mcp-depedencies-install
Petamind
Agentic coding loop with multi-candidate patch generation, deterministic quality gates, and vision-based UI evaluation using Playwright screenshots.
alexalexalex222/petamind-mcp
KiwiClaw
Search vetted OpenClaw skills and browse the ClawBoard forum.
amoghreddy45/openclaw-marketplace-skill
mcp-server-appointment-management
This project is a Java-based MCP (Model-Context-Protocol) server designed to manage appointment data from the database.It provides a modular framework that exposes internal tools for data access and manipulation, with built-in support for AI-driven features
tszwalaw/mcp-server-appointment-management
GitMCP
Transforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage examples.
ramgeart/git-mcp
mcp-n8n-workflow-builder-flowengine
Ami3466/mcp-n8n-workflow-builder-flowengine
mcp-server-demo
MCP Server Example
sahil101/mcp-server-demo
LexiLint MCP
Offline spell check and BYOK grammar checking for AI assistants. 100% offline spell check via nspell (zero tokens, zero API calls). BYOK grammar checking with your own Gemini, OpenAI, or Claude API key. Works with Claude Desktop, Cursor, ChatGPT, and any MCP-compatible tool. 8 languages supported.
raunakkathuria/lexilint-mcp
Trends MCP
Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam, Spotify, X (Twitter), App Store, Google Play, web traffic, and news sentiment via one MCP connection. Works with Claude, Cursor, VS Code, Windsurf, ChatGPT, and any MCP-compatible AI.
trendsmcp/trends-mcp
Competitive Analysis
Produce a comprehensive competitive landscape report that compares rivals, positioning, and differentiators. Identify strengths, weaknesses, market gaps, and opportunities to refine strategy. Save hours of research with a clear, ready-to-share summary for stakeholders.
janwilmake/competitive-analysis-demo
Claude Code Development Environment Setup
Complete development environment setup for Claude Code with MCP servers, dev containers, and long-running job capabilities
hemant-zangoh/claude-dev-setup
MCP Local Database Server
Enables task management through a local MySQL database, supporting full CRUD operations and automated tracking of status transitions. Users can create, search, and update tasks while maintaining a detailed progress history for all activities.
manojprabhuoffl-ghub/MCP
Chess
Integrates with Spring AI and chess libraries to enable interactive gameplay and automated analysis for AI-assisted chess applications.
alexandreroman/mcp-chess
aws-mcp-cloud-dev
AI-powered cloud development with AWS MCP Servers
hrudu-dev/aws-mcp-cloud-dev
Simple MCP Server Implemented in Vertx
Simple MCP Server Implemented in Vertx
cch0/simple-vertx-mcp-server
Datomic MCP Server
Datomic MCP Server so your AI model can query your database (uses Modex MCP library)
theronic/datomic-mcp
aidroid
Search official Microsoft and Azure documentation to ground your answers with trusted, first-party content. Fetch complete articles when you need step-by-step guides, troubleshooting, and prerequisites. Retrieve the latest official code samples across languages to accelerate implementation.
ren89752/aidroid
Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide
Integrate Model Context Protocol (MCP) tools with Microsoft Semantic Kernel to build AI-driven workflows. This C# project connects MCP servers to Semantic Kernel, enabling LLMs to call external tools seamlessly. Features example code for developers exploring AI orchestration with .NET.
LiteObject/mcp-with-semantic-kernel
dandi-query-server
Enables complex queries over data on the DANDI Archive and provides a system for managing text notes. It features tools for note creation, resources for note access via custom URIs, and prompts for generating summaries.
bendichter/dandi-query-mcp
Purple Flea Trading
Perpetual futures trading API for AI agents. Access 275+ markets (crypto, stocks, commodities, forex) via Hyperliquid. Copy trading, leaderboard, up to 50x leverage. No KYC. 20% referral commissions.
purple-flea/agent-trading
mediawiki
yuhuison/mediawiki
Make.com MCP Server 研究报告
Research on Make.com Model Context Protocol (MCP) server integration with Claude and GitHub MCP server setup
Joseph19820124/make-MCP-research
Spring AI MCP Server
스프링부트와 AI를 활용한 엑셀, PPT 생성 서버
haeseoky/spring-ai-mcp-server
Google Jules MCP
An MCP server for automating Google Jules that enables seamless integration for task creation, code analysis, and AI-powered development workflows. It supports multiple session modes including Browserbase and cookie-based authentication for both local and cloud environments.
samihalawa/google-jules-mcp
marker-mcp
A
podolskyDavid/marker-mcp
Coolify MCP Server
Enables management of Coolify instances to control applications, databases, and servers through the Model Context Protocol. It provides a comprehensive set of tools for deploying services and monitoring self-hosted infrastructure using natural language.
JoshuaRileyDev/coolify-mcp-server
Onos Mcp Server
Model Context Protocol (MCP) for the ONOS SDN controller. This server exposes the network state (topology, flows, statistics) to AI agents, facilitating automation and intelligent monitoring of SDN networks.
ortega-kb/onos-mcp-server
Mcp
3D Printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
OctoEverywhere/mcp
Logseq MCP Server
A NestJS-based server that enables AI agents to interact with Logseq graphs through its HTTP API for managing notes, journals, and blocks. It features specialized tools for project development tracking, including progress logs, technical decisions, and workflow prompts.
software-park/logseq-mcp
Volterra Knowledge Engine
A read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.
duhman/volterra-knowledge-engine
JobOracle
Job Market Intelligence MCP — 8 tools for job search, salary data, remote jobs, market trends via Google Jobs. Part of ToolOracle.
ToolOracle/joboracle
AurelianFlo
EDD memos, OFAC screening, Monte Carlo reports, and document output via remote MCP.
kelm2021/aurelianflo
Binance MCP Server
Provides over 156 tools to interact with the Binance.com global exchange API for spot trading, wallet management, and staking operations. It enables users to execute orders, retrieve market data, and manage crypto assets through natural language interfaces like Claude and ChatGPT.
nirholas/Binance-MCP
MCP Confluence Server
Enables interaction with Confluence to manage spaces, pages, and comments with support for Markdown conversion and CQL-based search. It includes advanced features for exporting Confluence content to structured Markdown files and provides optimized tools for page and comment administration.
enjoyzl/mcp-server-confluence-ts
pahangkrisdyan-mcp-server
Pahangkrisdyan's MCP Server
pahangkrisdyan/pahangkrisdyan-mcp-server
OrbiAds
173 tools to automate Google Ad Manager — campaigns, creatives, inventory, reporting via natural language
OrbiAds/Orbiads-GAM-MCP
Gradle MCP Server
A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically.
IlyaGulya/gradle-mcp-server
GitHub Code Search
Search millions of public GitHub repositories for real-world code patterns and implementation examples. Discover how developers use specific libraries and handle complex configurations in production environments. Improve coding speed and accuracy by referencing verified open-source solutions.
arjunkmrm/grep
EurostatAPI MCP
EU economic statistics — GDP, inflation, unemployment, trade, population
aethar-dev/eurostatapi-mcp
Vistoya
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand fashion catalog. Agents can search by structured filters, discover products through natural language, find similar items, and retrieve full product details — all over a single Streamable HTTP connection.
vistoya/vistoya-mcp
intacct-mcp-server-by-cdata
This read-only MCP Server allows you to connect to Intacct data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
CDataSoftware/intacct-mcp-server-by-cdata
Awesome-MCP-Servers-By-SpoonOS
MCP helps you build agents and complex workflows on top of LLMs.
ThuYoung/Awesome-MCP-Servers-By-SpoonOS
kiwoom-mcp
An MCP server that enables natural language control of Kiwoom Securities accounts through Claude Desktop. It provides tools for stock price lookup, buying and selling stocks, and analyzing portfolios or trade history via the Kiwoom REST API.
kwonsw812/kiwoom-mcp
SPM-MCP
Swift Package Manager MCP Server written in Swift
simpleswift/spm-mcp
server_with_session_config
-
SmartManoj/test
jolt-systems/bizgigz-mcp-docs
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learning, and deal rooms
jolt-systems/bizgigz-mcp-docs
BigVik193/reddit-ads-mcp-api
Manage Reddit advertising end to end across accounts, funding methods, campaigns, ad groups, and a…
BigVik193/reddit-ads-mcp-api
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