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.
Dify External Knowledge MCP Server
Integrates Dify's external knowledge base API with the Model Context Protocol to enable AI agents to retrieve and query relevant information. It supports relevance scoring, metadata filtering, and flexible configuration through environment variables or command-line arguments.
funtuan/dify-external-knowledge-mcp
MDX MCP Server
Enables LLMs to read, search, convert, and extract metadata from MDX files, providing seamless interaction with MDX content through tools that convert MDX to clean Markdown format with built-in security and cross-platform compatibility.
LLMTooling/mdx-mcp-server
Pipedream Gateway
Consolidates Pipedream's 10,000+ app integrations into 16 curated tools for workflow management and app action execution.
bschonbrun/pd-gateway-mcp
MCP Atlas
An MCP server that enables AI assistants to manage database migrations and validate schemas using the Ariga Atlas CLI. It provides tools for applying migrations, generating diffs, linting, and checking migration status through natural language.
mpreziuso/mcp-atlas
mcp-instagram-dm
MCP server for Instagram Direct Messages. Read inbox, send messages, search conversations, react to messages, manage pending requests, and more. 15 tools with cookie-based authentication.
KynuxDev/mcp-instagram-dm
Inxmail MCP
MCP server for the Inxmail Commerce transactional API — manage events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.
shahabazdev/inxmail-mcp
Open Brewery DB MCP Server
Provides access to the Open Brewery DB API, allowing AI assistants to search for breweries and retrieve detailed information like location, type, and contact details. It enables interactive exploration of a global database containing over 40,000 breweries.
jimbuck/open-brewery-db-mcp
Querysharp Postgresql Performance Fixer
A Model Context Protocol (MCP) server for Querysharp app, enabling AI assistants to help you analyze and optimize your PostgreSQL database performance directly from your code editor.
WeePulse/querysharp-mcp
mcp-pageshot
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn, Facebook, and Slack. Generate custom OG images from templates.
coffee-fuelled-code/mcp-pageshot
BlockRunAI/alpha-mcp
An AI-powered crypto trading MCP server providing technical analysis, market sentiment, and token swap execution via 0x and DexScreener. It enables users to manage portfolios with built-in risk limits and search historical trade data using vector-based memory.
BlockRunAI/alpha-mcp
android-mcp-server
21-tool Android device control via ADB — screenshots with compression, UI tree inspection, touch automation, logcat, and compound actions like tap-and-wait.
martingeidobler/android-mcp-server
jellyfish-mcp: A Jellyfish MCP Server
Jellyfish MCP server
Jellyfish-AI/jellyfish-mcp
QR Code Generator
Generates QR codes in multiple formats including base64 data URLs, SVG, and terminal ASCII output with customizable error correction, colors, and batch processing for up to 10 codes simultaneously.
antobrugnot/qrcode-mcp
Google Tasks
Integrates with Google Tasks API to enable direct task management, including creating, updating, organizing, and completing tasks through conversational interactions.
arpitbatra123/mcp-googletasks
instagit
An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.
InstalabsAI/instagit
Metabase
A high-performance Model Context Protocol server for AI integration with Metabase analytics platforms. Features response optimization, robust error handling, and comprehensive data access tools.
jerichosequitin/metabase-mcp
Perspective MCP Server
MCP server for multi-perspective analysis and structured debates
FiveOhhWon/perspective-mcp
designer-mcp
A visual designer pen for Claude Code that lets users click, drag, or draw on webpages to get source code locations and screenshots for direct editing and verification.
aresbotv1-beep/designer-mcp
Cloudflare Browser Rendering MCP Server
This MCP server provides tools for interacting with Cloudflare Browser Rendering, allowing you to fetch and process web content for use as context in LLMs directly from Cline or Claude Desktop.
amotivv/cloudflare-browser-rendering-mcp
Agent Collaboration MCP Server
Enables AI agents to orchestrate a team of sub-agents through tmux sessions for complex task delegation and parallel implementation. It provides tools for launching agents, monitoring their real-time status, and managing communication between them.
nishimoto265/Agent_Collaboration_MCP
mcp-evals
GitHub Action for evaluating MCP server tool calls using LLM-based scoring
mclenhard/mcp-evals
consensus-mcp
An MCP server that enables multi-model debate and consensus building through a single tool. It orchestrates multiple AI models from various providers to debate topics and reach validated conclusions with real-time progress tracking.
entropyvortex/ai-consensus-mcp
Gmail AutoAuth MCP Server
Enables AI assistants to manage Gmail through natural language interactions, supporting email operations (send, read, search, draft), comprehensive attachment handling (send, receive, download), label management, filters, and batch operations with automatic OAuth2 authentication.
rmcaccounting/gmail-mcp
ArtifactHub
Provides a bridge to Artifact Hub's Helm chart repository, enabling quick retrieval, searching, and analysis of Helm chart configurations, templates, and default values directly within conversations.
alexw00/artifacthub-mcp
canlii-mcp
Search Canadian case law, browse legislation, and check citations via the CanLII API.
mohammadfarooqi/canlii-mcp
Filesystem MCP Server for WSL
filesystem MCP server for accessing WSL distributions from Windows
webconsulting/mcp-server-wsl-filesystem
MCP Time Server
A hosted MCP server providing current time, date, and timezone conversion tools specifically designed for Claude Code remote sessions. It enables users to fetch localized time data and convert times between IANA timezones through a centralized API.
501336North/oss-mcp-time
Tinyman MCP Server
An MCP server that enables interaction with the Tinyman AMM DEX on the Algorand blockchain. It provides tools for pool discovery, token analytics, swap quotes, and building unsigned transactions for swaps and liquidity management.
NautilusOSS/TinymanMCP
TrustMRR MCP Server
Connects AI assistants to the TrustMRR API to browse, filter, and analyze startup listings by revenue, MRR, and growth metrics. It enables detailed retrieval of startup financials and pricing for comprehensive deal analysis.
AbdelhakRazi/trustmrr-mcp
MCP Web Scrape
A comprehensive web scraping server that transforms web content into clean, agent-ready Markdown with automatic citations and efficient caching. It features a robust suite of tools for metadata extraction, sentiment analysis, SEO auditing, and security scanning while strictly adhering to robots.txt policies.
mukul975/mcp-web-scrape
geotap-mcp-server
ollect comprehensive environmental data from 80+ US federal sources (FEMA, EPA, USGS, NOAA, NRCS, USFWS, DOE, DOT, CDC, Census) for any US location. One tool returns flood zones, soils, wetlands, rainfall, water quality, contamination, seismic risk, infrastructure, ecology, energy, and demographics.
jcholly/geotap-developer
MonetizeAgent
AI agent monetization directory with 75+ entries. Search, filter, and discover ways for AI agents to earn revenue across platforms and protocols.
monetizeyouragent-fun/mya
Forge - GPU Kernel Optimization
Turn slow PyTorch into fast CUDA/Triton kernels. 32 parallel swarm agents optimize your code on real datacenter GPUs (B200, H200, H100, A100) with up to 14x speedup over torch.compile.
RightNow-AI/forge-mcp-server
cuongpo/coti-mcp
Connect to the COTI blockchain to manage accounts, transfer native tokens, and deploy and operate…
cuongpo/coti-mcp
Context7
Provide up-to-date, version-specific code documentation and examples directly into your prompts to enhance coding accuracy and reduce hallucinated APIs. Seamlessly integrate with various MCP clients to fetch the latest library docs and improve your AI coding assistant's effectiveness. Simplify your development workflow by embedding real-time, reliable code context without switching tabs.
geobio/context7
misp-mcp
An MCP server that enables LLMs to interact with MISP for threat intelligence sharing, IOC lookups, and event management. It provides tools for investigating indicators, discovering correlations, and exporting intelligence in formats like STIX and Suricata.
solomonneas/misp-mcp
OfficeRnD MCP Server
A read-only MCP server that connects AI assistants to the OfficeRnD coworking and flex-space management platform. It enables natural language queries for community members, space bookings, billing records, and office resources.
MrBoor/officernd-mcp
arduino-mcp-server
Arduino CLI wrapper MCP server
hardware-mcp/arduino-mcp-server
WP Engine MCP Server
Sample MCP server for WP Engine API
jpollock/wpengine-mcp-ts
agentdesk-mcp
Adversarial AI review API — independent AI reviews another AI's output. Stop LLMs from grading their own homework. Provides automated quality assurance for AI-generated code, content, and other outputs through independent review pipelines.
Rih0z/agentdesk-mcp
TrackingTime MCP Server
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks, and team assignments. Users can start or stop timers, log manual time entries, and organize project workflows using natural language.
ficus33/trackingtime-mcp
StoryLenses MCP Server
AI cover letter generation for agents. 5 composable tools that analyze job postings (15+ structured fields), match candidate profiles against roles, generate story-driven cover letters using narrative archetypes, and quality-score the results. Supports English, German, Spanish, and Portuguese. The first production MCP server for job applications.
benediktgirz/storylenses-mcp-server
poe2-mcp-server
Provides real-time access to Path of Exile 2 game data including currency exchange rates, item prices, and ladder meta-build statistics. It also enables LLMs to search the community wiki and retrieve datamined game information from public APIs.
sergeyklay/poe2-mcp-server
ios-simulator-mcp
MCP server for interacting with the iOS simulator
joshuayoes/ios-simulator-mcp
Flutter Package MCP Server
Integrates the Pub.dev API with AI assistants to provide real-time Flutter package information, documentation, and trend analysis. It enables users to search for packages, compare versions, and evaluate quality scores through natural language commands.
OrtakProje-1/flutter-package-mcp-server
Document Generator MCP
Enables AI agents to generate professional Word and PDF documents with support for Markdown, syntax highlighting, and smart pagination. It features automatic JSON detection and responsive A4 formatting for creating high-quality technical reports and manuals.
thiagotw10/document-generator-mcp
fsb-mcp-server
FSB Browser Automation MCP Server
lakshmanturlapati/FSB
mcp-api-tools
A comprehensive suite of HTTP and API testing tools that enables AI agents to perform requests, check endpoint health, and decode JWTs. It also provides utilities for URL parsing and detailed security analysis of HTTP response headers.
rog0x/mcp-api-tools
zhigang1992/upload-mcp
An MCP server that enables users to upload local files to S3-compatible storage and retrieve shareable public URLs. Files are automatically organized into unique UUID-based folders to prevent naming conflicts while preserving original filenames.
zhigang1992/upload-mcp
mcp-n8n-builder
🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.
spences10/mcp-n8n-builder
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