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.
JIT Tool Synthesis
Enables on-demand generation of TypeScript tools using an LLM with human-in-the-loop approval and safe sandboxed execution. It allows users to create and persist custom functionality through natural language requests.
EyeSeeThru/jit-tool-synthesis
GetMailer MCP Server
Enables sending transactional emails through GetMailer from AI assistants. Supports email operations, template management, domain verification, analytics, suppression lists, and batch email jobs.
getplatform/getmailer-mcp
Derive MCP Server
Provides market data from Derive.xyz, allowing users to query currencies, instruments, tickers, and historical price information. This server enables access to real-time and historical financial data through the Derive public REST API with no authentication required.
aadarshvelu/derive-mcp
Kanban MCP
A comprehensive project management system that provides a full-featured Kanban board and dashboard accessible to AI agents. It enables agents to programmatically manage projects, tasks, and workflows through a suite of 13 specialized tools and 4 resource types.
dzikrihilman/kanban-mcp
Eventbrite MCP Server
Model Context Protocol server for Eventbrite API integration. Create and manage events using natural language through AI agents like Claude Desktop and Cursor IDE.
joshuachestang/eventbrite-mcp-server
RenseiAI/agentfactory
MCP server exposing AgentFactory fleet capabilities to MCP-aware clients
RenseiAI/agentfactory
SSH Client MCP Server
MCP server exposing SSH control for Linux servers via Model Context Protocol.
jordanburke/ssh-client-mcp-server
Synthetic Search MCP Server
Provides privacy-focused web search capabilities with zero-data-retention for MCP-enabled applications. It allows users to execute search queries and retrieve ranked results using the Synthetic Search API.
joephaser/synthetic-search-mcp
YouTube MCP Server Enhanced
Enables AI language models to interact with YouTube content through the YouTube Data API, including retrieving video details, transcripts, channel information, playlists, and searching videos with enhanced responses that include direct URLs.
aranej/youtube-mcp-enhanced
Datadog Logs MCP Server
Enables searching and retrieving Datadog logs through the Model Context Protocol with customizable queries, time ranges, and result limits.
rezo8/columbo
Perplexity API Platform MCP Server
Provides AI assistants with real-time web search, reasoning, and research capabilities through Perplexity's Sonar models and Search API. Supports quick searches, deep research, advanced reasoning, and direct web search with ranked results.
perplexityai/modelcontextprotocol
mcp-video-understanding
shin902/mcp-video-understanding
pm-copilot
Product management copilot that connects Claude to HelpScout support tickets and ProductLift feature requests. Synthesizes customer feedback across sources, scores themes by convergence, and generates prioritized product plans.
dkships/pm-copilot
NotesKeep MCP Server
Enables users to manage their notes on NotesKeep directly through Claude Code or other MCP clients. It supports creating, updating, and organizing both text and checklist notes using natural language commands.
mariomosca/noteskeep-mcp
MCP Knowledge Base Server
Enables semantic search and document management with support for text, PDF, and image uploads using your own Supabase database and OpenAI API keys. Supports multi-tenant deployment on Cloudflare Workers or local hosting.
maxsmosarski/mcp-knowledge-base
Anti-Bullshit MCP Server
MCP server for analyzing claims, validating sources, and detecting manipulation using multiple epistemological frameworks
bmorphism/anti-bullshit-mcp-server
PostEx MCP Server
MCP server providing tools to interact with the PostEx Merchant API for order management, tracking, and other logistics operations.
faizan45640/PostEx-MCP-Server
Git Metrics MCP Server
Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.
jonmatum/git-metrics-mcp-server
Savri Analytics MCP Server
Enables users to access and manage Savri analytics data, including visitor statistics, traffic sources, and conversion funnels, directly within Claude. It supports tracking custom event properties and creating multi-step conversion goals through natural language prompts.
savri-io/mcp
Exa MCP Server 🔍
Claude can perform Web Search | Exa with MCP (Model Context Protocol)
exa-labs/exa-mcp-server
MCP Football Server
Provides real-time access to football (soccer) data including fixtures, standings, teams, players, transfers, and injuries through the API-Football service via the Model Context Protocol.
yalmeidarj/mcp-football-server
SVG Canvas MCP
An MCP server for Claude Code that enables the creation and manipulation of professional-grade SVG graphics using features like layer management, complex path drawing, and animations. It includes AI-assisted design capabilities for color suggestions and layout optimization, supporting exports to SVG and PNG formats.
kim62210/svg-canvas-mcp
MCP Anvil Tools
Enables AI agents to interact with Ethereum smart contracts through Anvil, providing capabilities to read Solidity code, simulate and execute transactions, manipulate blockchain state, query events, and test contracts in isolated environments for development and auditing workflows.
dennisonbertram/mcp-anvil-tools
Ankr (Blockchain Data)
Provides blockchain data access through the Ankr API, enabling wallet balance queries across multiple networks with detailed token metadata and dollar values for portfolio tracking and financial analysis.
akki91/ankr-mcp
SSH MCP Server
A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.
tufantunc/ssh-mcp
PTO MCP Server
Exposes PTOAi user context to Agent Builder by connecting to a Supabase database. It allows agents to retrieve user profiles, intake and follow-up data, and manage weekly plans.
pto-agi/mcp
KOF Nano Banana MCP Server
Enables image generation using Gemini native models, supporting both single prompts and batch processing via a file-based queue. It allows for detailed configuration of aspect ratios and models using YAML frontmatter across various MCP-enabled clients.
keeponfirst/kof-nanobanana-mcp
teable-mcp-server
an mcp server to interact with teable's database
mounta11n/teable-mcp-server
MCP Inventario
Enables inventory management through MongoDB with tools for creating, listing, searching, updating, and deleting items and categories. Supports natural language interactions via Groq AI integration.
olivio-git/mcp-experiment-inventory
Unified Salesforce Documentation MCP Server
Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.
TMTrevisan/unified-sf-docs-mcp
instantdb/instant
Model Context Protocol (MCP) server for managing Instant apps, schemas, and permissions!
instantdb/instant
Ametyst
Service marketplace integration for browsing, purchasing, and running services via Ametyst.
ametyst-dev/alpic-mcp
DevContainer MCP Server
Enables AI-powered creation, configuration, and management of DevContainer environments using natural language prompts. Supports 11+ templates for popular development stacks and provides container lifecycle operations through VS Code, Cursor, or any MCP-compatible editor.
Siddhant-K-code/mcp-devcontainer
KnowledgeGraph MCP Server
MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends and fuzzy search
n-r-w/knowledgegraph-mcp
Slack Note Capture MCP Server
Enables two-way communication between Claude and Slack for posting messages, managing threads, and handling files. It specifically supports asynchronous workflows by allowing Claude to poll for remote user replies and send task notifications.
larrygmaguire-hash/slack-note-capture
LINE Bot MCP Server (SSE Support)
Integrates the LINE Messaging API with AI agents via the Model Context Protocol, supporting both stdio and SSE transport protocols. It allows agents to send messages, manage rich menus, and retrieve user profile information for LINE Official Accounts.
acquo/line-bot-mcp-server-sse
Authn8 MCP Server
Access your team's 2FA codes from AI agents without sharing secrets. List accounts, generate TOTP codes, and maintain full audit trails. Built for DevOps, CI/CD pipelines, and automated workflows that need to authenticate to protected services.
authn8/mcp-server
Rhumb
Discover and evaluate APIs for AI agents with AN Score, then access them through MCP or REST with zero-signup discovery and managed execution paths.
supertrained/rhumb
Weather MCP Server
A weather information server built using Model Context Protocol (MCP) to provide real-time weather data and forecasts
pg-yuly/weather-server
MCP Server Boilerplate
Model Context Protocol(MCP) サーバーのボイラープレートとなるシンプルな実装です。
takunagai/mcp-server-boilerplate
freee-mcp
Model Context Protocol (MCP) server for freee API integration
freee/freee-mcp
ai-scheduler-mcp
google tasks apiとgoogle calendar apiを利用したスケジューリング用のsse対応のmcp server
torohash/ai-scheduler-mcp
Farnsworth
Farnsworth gives Claude persistent memory and autonomous agent capabilities. It runs locally and provides Hierarchical Memory (Working -> Episodic -> Archival), a Multi-Model Swarm (combining Ollama models for better reasoning), and specialized agents for Web Browsing, Vision (CLIP), and Voice (Whis
timowhite88/Farnsworth
Archai Hexagonal Architecture Analyzer
Enforces hexagonal architecture principles in Java applications through static code analysis that validates architectural rules including dependency limitations, domain isolation, naming conventions, and proper email handling.
alefcastelo/archai-static-analyzer-mcp
bambu-printer-mcp
An MCP server for controlling Bambu Lab 3D printers that enables users to manipulate STL files, slice 3MF files, and manage end-to-end print workflows directly from Claude. It provides real-time status monitoring, file management via FTPS, and printer control through MQTT for a focused, lean Bambu-only implementation.
DMontgomery40/bambu-printer-mcp
Notion
Enables AI systems to create, update, and manage Notion pages and blocks through a Node.js bridge to the Notion API, supporting efficient batch operations for documentation and knowledge base maintenance.
awkoy/notion-mcp-server
Tinybird
Interact with Tinybird serverless ClickHouse platform
tinybirdco/mcp-tinybird
Figma
Integrates with the Figma API to enable interaction with design files and projects, facilitating automated design tasks and AI-assisted workflows within the Figma ecosystem.
akazwz/mcp-figma
mmnt-mcp-server
MCP server for Mamont search engine
zbkm/mmnt-mcp-server
JSONPlaceholder MCP Server
Repo for MCP servers playground
akshay3001/mcp-servers-playground
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