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.
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SkillMCP
by nventimiglia
Serves project-specific skills and behavioral rules to AI agents via MCP, enabling automatic injection of behavioral rules and on-demand knowledge for coding assistants like Claude Code and Gemini CLI.
NVentimiglia/SkillsMCP
Ai-Agents-Starter-Kit
by venkatnvs
Simple AI agents Stater kits
Venkatnvs/Ai-Agents-Starter-Kit
OpenStack LightSpeed MCPs
by openstack-lightspeed
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, dynamic/static credentials, and DNS rebinding protection.
openstack-lightspeed/rhos-mcps
KiCad MCP Server (IPC API)
by lmaag182
Controls a running KiCad 9+ instance via the official IPC API, enabling board edits, queries, and exports without reload.
lmaag182/kicad_mcp_server_ipc
mcp-keap
by saxyguy81
An MCP server for interacting with Keap CRM, enabling contact and tag management, batch operations, custom fields, and advanced query optimization.
saxyguy81/mcp-keap
Aerodrome Swap MCP Server
by protagolabs
Integrates with the Aerodrome Swap API to enable token swaps, pool information retrieval, price queries, and quote generation via the MCP framework.
protagolabs/aerodrome-swap-mcp
rag_mcp
by mmer547
Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.
mmer547/rag_mcp
AI BBS
by recursiverabbit
An MCP server that enables direct AI-to-AI communication through a bulletin board system featuring semantic search, thread management, and cryptographic identity verification. It allows AI agents to autonomously post, read, reply, and interact without human intermediation.
RecursiveRabbit/AI_BBS
Modular RAG MCP Server
by bye-666
A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.
Bye-666/RAG-MCP-SERVER
MCP File Analyzer
by cindygao8
An MCP server that enables the analysis of CSV and Parquet files by providing tools for statistical summaries, data previews, and structure exploration. It allows users to query local datasets and create sample data using natural language.
CindyGao8/MCP
USDA Nutrition MCP Server
by zen-apps
Provides access to USDA FoodData Central database, enabling food search, nutrition details, and comparison for dietary analysis via MCP.
zen-apps/mcp-nutrition-tools
corpusiq
by corpusiq
Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. Not a dashboard. A decision.
CorpusIQ/corpusiq-docs
pygdbmi-mcp-server
by cnitlrt
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execute GDB commands, manage breakpoints, control execution, and inspect program state.
cnitlrt/pygdbmi-mcp-server
Discord MCP Server
by erinlkolp
Enables direct interaction with Discord servers to send messages, read channel history, and post rich embeds through natural conversation. It provides tools for listing channels and managing communication within Discord guilds using the Model Context Protocol.
erinlkolp/discord-mcp-server
CL Razorpay MCP Server
by asthetech
Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.
AStheTECH/mewcp-razorpay
alex-llm/attAck-mcp-server
by alex-llm
Query and retrieve information about various adversarial tactics and techniques used in cyber atta…
alex-llm/attAck-mcp-server
redshift-mcp-server
by amitds1997
Redshift MCP server, but using username and password
amitds1997/redshift-mcp-server
chohi22TEST
by chohi22
MCP 서버 테스트
chohi22/mcp
WeChat Official Account MCP Server
by jungley8
Enables management of WeChat Official Accounts by supporting draft creation, image uploads, and content publishing via the MCP protocol. It provides tools for interacting with the WeChat API, including secure token caching and draft list management.
Jungley8/mcp4agent
Illustrator MCP Server
by slashprint
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palettes and professional design guidelines.
slashprint/illustrator-mcp
MCP SQL Server Data Warehouse Connector
by josuedotcom
Enables AI assistants to interact with SQL Server Data Warehouses using natural language for automatic schema discovery and report generation. It ensures security by restricting operations to read-only SELECT queries through both code validation and database permissions.
Josuedotcom/mcp-sql-server-dw
Universal Dev MCP
by kallusuvaidyam
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) with 15+ universal tools for shell, file, git, logs, Docker, tests, and more.
kallusuvaidyam/universal_mcp
Azure DevOps Bug Tracker for GitHub Copilot Agent (MCP)
by ninjaboy249
Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report bug data, allowing you to query bugs, generate dashboards, and export reports via natural language.
Ninjaboy249/azure-devops-copilot-bugs
gdt-api-gateway
by zac37
腾讯广点通API网关服务,通过MCP工具调用广点通报表、账户等核心接口,支持安全认证和参数修复。
zac37/mcp-gdt-api-gateway
AutoFabric MCP Server
by abrarwarunkar
Agent orchestration platform with MCP server integration providing tool interfaces via stdio and direct connections using the official MCP Python SDK.
abrarwarunkar/autofabric
MySQL MCP Server
by microsnow
A Model Context Protocol service that enables AI assistants to directly query and manage MySQL databases through natural language. It supports SQL execution, schema inspection, and atomic transactions for comprehensive database interaction.
microsnow/MySQL-MCP-Server
Apify Store API MCP Server
by johnisanerd
Enables querying the Apify Store to retrieve structured data on public Actors including pricing, usage trends, ratings, and categories. Integrates with AI agents for market research and competitor tracking.
johnisanerd/Apify-Store-API
Abhi-Nexus MCP Server
by free4hny
Autonomous news intelligence system that fetches articles from 20+ tech sources, ranks them with AI, generates summaries in English and Hindi, and delivers a curated email digest daily, exposed as an MCP server for interaction via any MCP-compatible client.
free4hny/abhi-nexus
antientropy-mcp
by alejoacelas
Provides access to over 140 articles from the AntiEntropy Resource Portal covering nonprofit governance, compliance, and HR policies. It enables users to search, browse categories, and read full article content through an MCP-compatible client.
alejoacelas/antientropy-mcp
NSAF (Neuro-Symbolic Autonomy Framework)
by ariunbolor
Enables AI systems to evolve and optimize neural network architectures through self-constructing meta-agents that adapt to different problem domains using TensorFlow-powered evolutionary algorithms.
ariunbolor/nsaf-mcp-server
google-connections-mcp
by michaelzrork
Provides AI assistants with access to Google Workspace APIs including Sheets, Calendar, Gmail, Tasks, Drive, and Docs. Enables full CRUD operations and management of Google services through natural language.
michaelzrork/google-connections-mcp
Document Tools
by sunilrana1978
Enables document conversion and processing through an MCP server interface for AI assistants.
Sunilrana1978/MCP
local-stdio-mcp
by huandao-gonglu
A minimal and extensible local MCP server that provides core utilities like ping and echo alongside a file search tool integrated with the Everything CLI. It enables fast local file searching and service testing through a standardized stdio transport layer.
huandao-gonglu/myMcp
emacsclient-mcp
by bimawa
An MCP server that provides LLMs with direct access to Emacs via its server protocol, offering 22 tools for editing, search, buffer management, and a PR review agent.
bimawa/emacsclient-mcp
Hermes Terminal Dashboard
by antunesls
MCP server that enables an AI agent to display rich Markdown content on a physical monitor connected to a headless Linux device via a Textual/Rich TUI.
antunesls/matrixui-hermes-mcp
agentic-mcp-server
by jsxtech
Enables a fully local multi-agent AI system with 45 specialized agents and 50 predefined workflows via MCP, powered by Ollama and requiring no internet.
jsxtech/agentic-mcp-server
CreateOS MCP
by nodeops-app
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, environments, security, billing.
NodeOps-app/skills
Daytona Playwright MCP Server
by jamesmurdza
An MCP server that enables users to control a full Chrome browser running in a Daytona cloud sandbox, allowing web browsing, interaction, and screenshot capture through Claude or other MCP clients.
jamesmurdza/playwright-daytona-mcp-server
Golden Egg TW Holdings MCP
by joehwang
Enables AI agents to query Taiwan stock holdings across multiple brokerages including Fubon, SinoPac, MasterLink, and E.SUN. It provides a standardized interface for accessing portfolio data and brokerage accounts through the Model Context Protocol.
joehwang/goldenegg-tw-holdings-mcp
Arthas MCP Proxy
by narcissux
Enables dynamic SSH connection to servers for real-time JVM diagnostics using Arthas, allowing operations like thread dump, heap inspection, and method watching through MCP tools.
narcissux/arthas-mcp-proxy
stac2026
by ktg-one
Personal AI infrastructure gateway orchestrating memory, workflow automation, knowledge retrieval, and skill discovery as a unified MCP stack.
ktg-one/mcp
Food Delivery MCP Server
by gonzalo-cordova-pou
Enables users to search restaurants, view menus, place orders, and check order status via a local MCP server using Firestore.
gonzalo-cordova-pou/food_delivery_mcp
Solvitor Mcp
by adeptus-innovatio
A Model Context Protocol (MCP) server for interacting with the Solvitor API. This server provides tools to access the AI-powered platform that helps developers extract IDL files from closed-source Solana smart contracts and decompile them.
Adeptus-Innovatio/solvitor-mcp
knowledge-mcp
by isaiahdupree
Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Knowledge) to MCP agents, enabling listing, searching, and fetching documents without GitHub authentication.
IsaiahDupree/knowledge-mcp
SAP Datasphere MCP Server
by mariodefelipe
Production-ready MCP server that enables AI assistants to seamlessly interact with SAP Datasphere environments for real tenant data discovery, metadata exploration, analytics operations, ETL data extraction, database user management, data lineage analysis, and column-level data profiling.
MarioDeFelipe/sap-datasphere-mcp
Law7 MCP
by mikhashev
Provides AI assistants with up-to-date legal documents from official sources, enabling accurate legal information retrieval and analysis.
mikhashev/law7
ScreenPilot
by mtehabsim
Enables LLMs to take full control of your device by providing screen automation tools for capturing, clicking, typing, and scrolling, ideal for automation and education.
Mtehabsim/ScreenPilot
Gmail
by 3vening
Gmail MCP server for managing multiple Gmail accounts with keychain-secured OAuth credentials.
3vening/gmail-mcp
MCP J-Link Server
by gghammer
Enables AI to directly control SEGGER J-Link embedded debug probes via the Model Context Protocol for debugging and firmware management. Users can perform tasks like reading registers, analyzing memory, flashing firmware, and tracking RTT logs using natural language commands.
gghammer/MCP_JLINK
CL Razorpay MCP Server
by curious-layer
Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.
Curious-Layer/cl-mcp-razorpay
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