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.
Trustwise MCP Server
Provides advanced evaluation tools for assessing AI safety, alignment, and performance of LLM outputs. Enables programmatic evaluation of quality, safety metrics like toxicity and PII detection, and operational metrics including carbon footprint and cost estimation.
trustwiseai/trustwise-mcp-server
Kagi MCP server
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
kagisearch/kagimcp
jenniferjiang0511/MIT-AI-studio-HW3
Greet people by name and check local forecasts and weather alerts across the U.S. Switch to a play…
jenniferjiang0511/MIT-AI-studio-HW3
searchconsole-mcp
Provides read-only access to Google Search Console data, allowing AI assistants to query site performance metrics like keywords, clicks, and rankings using natural language. It supports listing verified properties, querying search analytics with dimension filters, and retrieving sitemap information.
chrishart0/searchconsole-mcp
Memory MCP 服务器
一键启动 memory mcp ，对外提供sse服务
shadowcz007/memory_mcp
opendart-fss-mcp
An MCP server that provides access to Korea's DART corporate disclosure system, offering 84 tools for retrieving financial statements, periodic reports, and shareholding information. It enables users to programmatically query and analyze official Korean corporate data via the OpenDART API.
hypn4/opendart-fss-mcp
axiom-calculator-mcp
Free MCP server for Claude with math and financial calculation tools — unit conversion, currency math, compound interest, statistics.
vdalhambra/axiom-calculator-mcp
MonkeyPlanner
Local-first kanban and approval-gate issue tracker with a native MCP server (13 tools). Humans approve; agents claim, QA, and complete issues. Single Go binary + SQLite.
kjm99d/MonkeyPlanner
AAAA Nexus
Formally verified AI safety APIs with 75+ endpoints and pay-per-call via USDC x402.
atomadictech/aaaa-nexus
Keynote
Provides direct control over Apple Keynote presentations through AppleScript automation on macOS, enabling slide management, content creation, layout selection, navigation, and export functionality for automated presentation workflows.
betancur/keynote-mcp
Invoice Parser MCP
Enables AI agents to extract structured JSON from invoices and receipts in PDF and image formats using Claude Vision. Supports full document parsing, line item extraction, validation, and batch CSV export with API key or cryptocurrency payment options.
knportal/invoice-parser-mcp
gitrama-mcp
GitramaLLC/gitrama-mcp
🌐 MCP Agents
MCP Agents is an AI-powered browser automation tool that lets you interact with websites using natural language. Built with Streamlit, OpenAI, and Puppeteer via the Model Context Protocol (MCP), it supports multi-step navigation, interaction, and content extraction—all with simple text commands.
CodeWithHarshAI/MCP-Agents
FinData MCP
FinData MCP gives AI agents access to market data, company fundamentals, and macroeconomic indicators via MCP. It covers stocks, ETFs, crypto, forex, commodities, and economic time series.
sapph1re/findata-mcp
Timeplus MCP Server
Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities.
jovezhong/mcp-timeplus
MCP Feedback Collector
Enables AI assistants to collect interactive user feedback through a modern GUI that supports text input, multiple image uploads (via file selection or clipboard paste), allowing users to provide comprehensive feedback with screenshots and comments.
zhaobu/mcp-feedback-collector
Metasploit MCP Server
Bridges large language models with the Metasploit Framework to enable natural language control over penetration testing workflows. It provides tools for searching modules, executing exploits, generating payloads, and managing active sessions.
fishke22/MetasploitMCP
MOF Tools MCP Server
A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.
liuyuxiang92/MOFMaster-Scientific-Server
MCP Aruba Email & Calendar Server
Enables AI assistants to access Aruba email and calendar services through IMAP, SMTP, and CalDAV protocols. Users can list, search, and send emails with custom signatures, as well as manage calendar events and invitations.
jackfioru92/mcp-aruba-email
Shellagent MCP Server
A Model Context Protocol (MCP) server that can be deployed locally via stdio or remotely via SSE/HTTP endpoints, supporting multiple MCP clients including VS Code, Cursor, Windsurf, and Claude Desktop.
myshell-joe/Shellagent-MCP
Jina AI MCP Tools
Integrates Jina AI Search Foundation APIs to provide web page content extraction and search capabilities. It supports automatic pagination, result caching, and both standard and VIP search endpoints for enhanced information retrieval.
PsychArch/jina-mcp-tools
Daiso MCP Server
Enables searching for Daiso products, locating nearby stores, and checking inventory status through a serverless Cloudflare Workers architecture.
hmmhmmhm/daiso-mcp
AIBTC
Provides Bitcoin and Stacks blockchain tools including wallets, DeFi yield, sBTC peg operations, NFTs, and x402 payments.
aibtcdev/aibtc-mcp-server
Figma MCP Server
Enables AI assistants to read Figma design files and automatically map responsive relationships between mobile and desktop screens to generate accurate frontend code. Eliminates manual copy-pasting by providing direct access to design tokens, dimensions, and screen layouts within AI-powered IDEs.
aashraf09/figma-mcp
Debugging MCP Server
Enables LLMs to automatically diagnose coding errors through codebase search, test execution, and live debugger integration (DAP/V8 CDP). Provides a secure, policy-gated environment for investigating failures while preventing destructive operations.
luischang07/debugging-mcp
S3 Uploader
Uploads images to Amazon S3 from local files or macOS clipboard and generates presigned URLs for sharing.
almond-bongbong/mcp-s3-uploader
ACR — Agent Composition Records
Interaction profile registry for AI agents. Log interactions to build a behavioral profile, query it through lenses: friction, coverage, stable corridors, failure registry, and trend. 21 tools.
Tethral-Inc/AgentRegistry
JSON Query MCP
An MCP server that gives AI agents tools to query large JSON files
mgraczyk/json-query-mcp
VidCap YouTube API MCP Server
Enables AI assistants to access YouTube video data including information retrieval, captions/transcripts, AI-powered summaries, screenshots, comments, and video search through the VidCap API.
mrgoonie/vidcap-mcp-server
Anki MCP Server with ElevenLabs Support
Enables comprehensive management of Anki decks and notes through the Model Context Protocol, including bulk operations and note type customization. It features integrated high-quality audio generation for flashcards using ElevenLabs and Google Cloud Text-to-Speech APIs.
spencerf2/anki-mcp-elevenlabs
Browse
Provides web search, page fetching, and file downloading with JWT authentication, OAuth 2.0 integration, and CEL-based policy controls for supervised internet access.
achetronic/browse-mcp
WhatsApp MCP
A Model Context Protocol server that enables interaction with WhatsApp through local stdio or remote HTTP/SSE connections. It allows users to send messages, manage groups, and access chat history using natural language.
PONMANIAN-SA/whatsapp_MCP
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a knowledge base, all accessible via SSE transport. Ideal for building simple AI-powered knowledge assistants.
gmogmzGithub/mcp-knowledgebase-llm
Minted MCP Server
Enables interaction with Minted.com to retrieve address book contacts, order history, and delivery information for recent card orders.
markmhendrickson/mcp-server-minted
Tableau
Integrates with Tableau for data visualization and analytics platform connectivity.
asklokesh/tableau-mcp-server
Speckle
Integrates with Speckle to enable querying and analyzing 3D design and AEC project data, including listing projects, retrieving details, searching by name or description, and accessing model versions for architecture, engineering, and construction professionals.
bimgeek/speckle-mcp
OrbStack MCP Server
Allows AI assistants to manage Docker containers, Linux virtual machines, and Kubernetes clusters through OrbStack on macOS. It provides tools for system status, machine life cycle management, and container operations via CLI command encapsulation.
heresun/orbstack-mcp
MCP Billing Gateway SDK
Universal billing gateway for MCP servers. Add Stripe subscription billing to any MCP server with one line of code. Supports tiered plans, usage tracking, and automatic access control.
sapph1re/mcp-billing-gateway-sdk
Browser Proof
Evidence-backed web verification for agents with deterministic JSON, text evidence, and screenshots.
shin1219-eng/browser-proof
MCP Tool Server
Provides real-world tools for weather data, stock market information, and internet search through the Model Context Protocol. Integrates with OpenWeatherMap, Stooq market data, and Google Custom Search APIs.
sushma9903/mcp-server
img-gen
Provides tools for generating optimized images via Google's Gemini model and fetching weather forecasts and alerts from the National Weather Service. It enables users to create visual content and retrieve environmental data seamlessly within MCP-compatible clients.
Badribn0612/mcp_servers
mcp-word-processor
An MCP server that enables text extraction and replacement in Microsoft Word documents by directly automating the Word application on Windows. It supports processing content across headers, footers, tables, and shapes using the pywin32 library.
OuchiniKaeru/mcp-word-processor
MCP Dummy DB Integration
A secure Model Context Protocol implementation that enables AI agents to query PostgreSQL databases through predefined tools for employee, project, and issue data. It protects sensitive credentials and prevents arbitrary SQL execution by acting as a controlled connector layer between the LLM and the database.
muniasamyk/MCP_Project
Updation MCP
A production-grade, LLM-agnostic MCP server that integrates AI models with tools for managing subscriptions, organizations, and payments via the Updation API. It features Redis-backed conversation memory, structured logging, and role-based access control for secure, scalable orchestration.
Sai-Manvith/Updation_MCP
immich-mcp
An MCP server for Immich self-hosted photo management that provides AI-accessible tools for browsing, searching, organizing, and managing photo libraries with duplicate detection and safe deletion workflows.
whitehara/immich-mcp
privacy-mcp
An MCP server that enables users to manage Privacy.com virtual cards, track transactions, and view funding sources through AI assistants or REST endpoints. It supports creating, updating, and pausing cards with full support for both production and sandbox environments.
richardadonnell/privacy-mcp
QR Code MCP Server
Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via Model Context Protocol clients. Users can save codes directly to local files or display them as terminal-friendly art through natural language commands.
cympfh/qr-mcp-server
KIS MCP Server
Enables interaction with the Korea Investment & Securities (KIS) Open API for domestic and overseas stock trading, real-time market data, and automated strategy execution. It provides a structured interface for LLMs to perform trading operations, manage portfolios, and conduct backtesting.
soyjefu/kis-mcp
MCP Server Backup
Backup of MCP server with rope tool implementation
MarkPushRec/example-mcp-server-backup
EduChain MCP Server
Enables the generation of educational content such as multiple choice questions, lesson plans, and flashcards by connecting local Ollama models to Claude. It leverages the Educhain library to provide structured AI-powered learning tools through the Model Context Protocol.
Skmalik768/content-generator-using-educhain-lib
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