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.
langfuse-mcp-java
Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
Log-LogN/langfuse-mcp-java
MCPUltimate
Ultimate MCP server aimed at stateful agents and managing vast workspaces
CryingSurrogate/MCPUltimate
Venice AI Image Generator MCP Server
testing mcp-server functionality venice and gemini (images)
jhacksman/MCP-Server-TEST1
mcp-servers-latest
latest mcp servers available.
coolkidy/mcp-servers-latest
ShopOracle
E-Commerce Intelligence MCP Server — 11 tools for product search, price comparison, competitor pricing across Amazon, eBay, Google Shopping. 18 countries. Part of ToolOracle (tooloracle.io).
ToolOracle/shoporacle
ecb-mcp
ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datasets. No API key.
scka-de/ecb-mcp
TONOracle
11 MCP tools for DeFi risk & compliance on TON
ToolOracle/tonoracle
CIViC MCP Server
Enables structured queries and data analysis of cancer genomics information by interfacing with the Clinical Interpretation of Variants in Cancer (CIViC) API. It converts GraphQL responses into queryable SQLite tables for efficient clinical interpretation and natural language interaction.
QuentinCody/civic-mcp-server
Wolai MCP Server
Enables AI agents to interact with Wolai knowledge bases to read, write, and search pages, as well as manage databases and file uploads. It supports comprehensive content operations including block management and hierarchy navigation via the Model Context Protocol.
WuChaoli/wolai-mcp
Platfone - Virtual Numbers MCP
MCP server connects AI agents to Platfone's virtual number platform. Agents can rent phone numbers across 200+ countries, receive incoming SMS messages, and manage the full activation lifecycle — all through standard MCP tools. Built for developers integrating phone verification into automated workflows: QA testing, service onboarding, multi-region validation.
dima-p0g6/platfone
Zuplo Weather
Access U.S. National Weather Service alerts, forecasts, observations, radar, and aviation data. Query by coordinates, zones, stations, or product types to retrieve precise local information. Monitor active alerts, get hourly and zone forecasts, and fetch TAF/SIGMET and text products for planning and analysis.
anusha5191/aicollectivetest
UCP Checker
A universal commerce gateway for AI agents to interact with UCP-enabled stores. Enables live product discovery, real-time catalog search, and checkout generation across verified Shopify stores (e.g., Allbirds, Gymshark). Use this to find products, verify merchant capabilities, and facilitate end-to-end shopping journeys via the Universal Commerce Protocol.
ucpchecker/ucp-checker
Axiomatic-AI/ax-prover-base-mcp
Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib.
Axiomatic-AI/ax-prover-base-mcp
Fetch
A simple tool that performs a fetch request to a webpage.
smithery-ai/fetch
AgentBroker MCP Server
AI-native cryptocurrency exchange built for autonomous agents. Register, deposit USDC, select a strategy, and trade 8 crypto pairs (BTC, ETH, SOL + more) programmatically — no KYC required. Includes sandbox with 10,000 virtual USDC for testing.
agentbroker-tech/agentbroker-mcp
Gunsnation MCP
AI-ready MCP server that gives assistants real-time access to the Gunsnation firearms catalog.
DynamicDeals/mcp-server-gunsnation
Zomato MCP
An mcp server for your food ordering needs.
Zomato/mcp-server-manifest
Awesome-MCP-Servers-zh
MCP 精选,MCP Servers,官方MCP
MCPStar/Awesome-Official-MCP-Servers
QualisMcp
Este projeto é uma aplicação em C# com .NET 9.0, containerizada com Docker. Ele inclui um servidor (`QualisMcpServer`) que processa dados de classificações de conferências acadêmicas (Qualis) e um cliente (`QualisMcpClient`) para interação via Docker. Manipula informações sobre eventos acadêmicos, rankings e notas.
yanjustino/qualis-mcp-server
quarkus-mcp-server-example
Quarkus example about how to create mcp server which allows to interact with our REST api through Tools definition.
anmiralles/quarkus-mcp-server-example
Brivvy
On-brand AI content with voice rules, templates, and glossary.
brivvyhq/ai
spring AI+mcp的服务端示例
spring-ai+mcp示例
destiny-say/mcp-server
ADAS
Design, validate, and deploy complex automated skills and cross-skill solutions with confidence. Accelerate development using built-in templates, examples, and a rigorous five-stage validation pipeline. Monitor and update deployed services incrementally to maintain high-quality system performance.
ateam-ai/ateam
RT-Prompt
Provide specialized prompt engineering suggestions to enhance LLM-generated content for development and design tasks. Support backend, frontend, UI design, and general scenarios with tailored prompt completions. Easily integrate with MCP-compatible clients to improve prompt quality and relevance.
yuyao1999/rt-prompt-mcp-server
pixoo-mcp-server
Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.
cyanheads/pixoo-mcp-server
Shodan
Integrates with Shodan's network intelligence capabilities to provide cybersecurity analysts with tools for host information lookup, vulnerability analysis, network scanning, and security alerts management for effective reconnaissance and threat hunting.
adeosec/mcp-shodan
mcp-server
MCP Server for CDN Cache API v3
tabularasa31/mcp-server
MCP (Model Context Protocol) Research
Research and documentation about Model Context Protocol (MCP) servers and implementations
spuerFan/mcp-research
Memory MCP Server
A Model Context Protocol server that provides knowledge graph management capabilities.
okooo5km/memory-mcp-server
Shopify MCP Proxy & Mock Server (ShopifyMCPMockShop)
A Shopify MCP Server built to interact with Mock.shop
ramakay/ShopifyMockMCP
MCP Code Analyzer
An orchestrator that coordinates multiple security and quality tools like Semgrep and ESLint to provide comprehensive code analysis and scoring. It enables users to perform vulnerability scanning, architecture metrics, and impact analysis through CLI, REST, or MCP interfaces.
polocap/mcp_security
inday-api
Public holiday data for 30+ countries. Check holidays, working days, and full calendars via AI assistants like Claude and Cursor.
gokhanibrikci/inday-mcp-server
MCP Server Configuration
MCP server configuration files
erer92/mcp-server-config
SQL Server MCP Server for Windsurf IDE
SQL Server MCP Server for Windsurf IDE - A standalone MCP server providing SQL Server integration capabilities
ian-cowley/MCPSqlServer
Awesome-Medical-MCP-Servers
A collection of Medical MCP servers.
sunanhe/awesome-medical-mcp-servers
EruditePay Blockchain Intelligence
168 MCP tools: token prices, whale tracking, DeFi, wallets across Base/Tron/BTC/XRP/Kaspa
EruditeIntelligence/blockchain-intelligence-mcp
Sessionize
MCP server for accessing Sessionize event data. Query speakers, sessions, and schedules from any Sessionize-powered conference using natural language.
jeanlopezxyz/mcp-sessionize
unreal-mcp
MCP server for Unreal Engine that uses Unreal Python Remote Execution
runreal/unreal-mcp
twitterapi-search
janwilmake/twitterapi-search
ISIS MCP
A local web scraping MCP server with RAG capabilities that provides intelligent web search, content extraction, and screenshot tools without requiring API keys.
alucardeht/isis-mcp
quickbooks-online-mcp-server-by-cdata
This read-only MCP Server allows you to connect to QuickBooks Online data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
CDataSoftware/quickbooks-online-mcp-server-by-cdata
orbuc-mcp-server
On-chain stablecoin market cap and Bitcoin institutional holdings data.
xOrbuc/orbuc-mcp-server
Kusto NL2KQL
Enables natural language querying of Azure Data Explorer (Kusto) databases by translating questions into KQL queries without requiring KQL expertise
alexneyler/kusto-mcp
OpenMCPSever
Open source for MCP server
chgaowei/OpenMCPSever
MCP Weather Server
Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.
kumaran-is/mcp-weather-server
vscode-mcp-server
VSCode MCP Server for managing VSCode settings, extensions, snippets, and more
markjspivey-xwisee/vscode-mcp-server
mpc-csharp-semantickernel
Example of usage of Microsoft Semantic Kernel with OpenAI and MCP Server
mrazvanalex/mpc-csharp-semantickernel
mcp_repo_4a01eabf
This is a test repository created by test script of MCP Server for GitHub
sanskarmk/mcp_repo_4a01eabf
Arara Revenue OS
Revenue operations platform with WhatsApp messaging via Arara API and payment link generation through AbacatePay.
ararahq/ararahq-mcp
mcpServer
mcpServer
lucyilys/mcpServer
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