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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Agent Billy MCP Server
by agent-billy
Provides secure, role-based access to Stripe billing operations for AI assistants like Claude and Cursor. It enables users to manage customers, subscriptions, invoices, and refunds through a local proxy with server-side permission enforcement.
Agent-Billy/mcp
repocks
by boke0
Transforms Markdown documentation into an intelligent knowledge base with AI-powered search and Q\&A through an MCP server.
boke0/repocks
ralph-hero-mcp-server
by cdubiel08
MCP server for GitHub Projects V2 - Ralph workflow automation
cdubiel08/ralph-hero
soapstone
by proptermalone
Context-anchored gotcha notes for LLM agents that surface warnings at the point of relevance, and allows leaving new notes via MCP tools.
PropterMalone/soapstone
figma-opencode-mcp
by laivannha0202
Local-first MCP server that connects AI coding agents to the currently open Figma file through a local plugin bridge, requiring no Figma API token.
laivannha0202/figma-opencode-mcp
Brickognize MCP Server
by nazarlysyi
Identifies LEGO parts, sets, and minifigures from local image files using the Brickognize API. It provides specialized tools for specific item recognition and integrates LEGO identification capabilities into MCP-enabled environments.
NazarLysyi/brickognize-mcp
BWVI
by lh123aa
MCP server for AI agents to make structured design decisions with direction, palette, typography, layout, and detail signatures, supporting multiple rendering backends and 56 visual styles.
lh123aa/bwvi-design
NotNessie MCP Server
by grexlin85
Enables Claude Code to persist and retrieve project memory across sessions, including decisions, constraints, verified commands, and context packs, via nine MCP tools.
GreXLin85/notnessie
openmetadata-mcp-server
by us-all
OpenMetadata MCP — 170 tools for metadata, lineage, search, data quality, and OM 1.12+ Data Contracts. Includes lineage-impact and quality-rollup aggregations.
us-all/openmetadata-mcp-server
CodeAtlas MCP Server
by giauphan
Exposes codebase analysis data, including module structures, dependencies, and AI-generated insights, to AI assistants via the Model Context Protocol. It enables users to query project architecture and search for specific code entities across analyzed projects.
giauphan/codeatlas-mcp
cryptyx-ai/cryptyx-mcp-server
by cryptyx-ai
The conviction engine for autonomous crypto trading agents. 376 metrics across 8 factor classes, multi-factor backtesting, signal persistence, and regime analysis — 21 tools for AI agents via MCP.
cryptyx-ai/cryptyx-mcp-server
polymarket-mcp-server
by birantx
Polymarket prediction markets for Claude — market search, order books, price history, and a liquidity-rewards scanner. Credential-free.
Birantx/polymarket-mcp-server
finance-mcp
by franzferdinan51
A read-only MCP server for stock quotes, Coinbase prices, and Polymarket markets, supporting tools like get_stock_quote, get_coinbase_spot_price, and search_polymarket_markets.
Franzferdinan51/finance-mcp
humantone-mcp
by humantone
Official MCP server for HumanTone, enabling AI text humanization and AI likelihood detection directly from MCP clients like Claude Desktop and Cursor.
HumanTone/humantone-mcp
SAP CPI MCP Server
by premsaidaggolu
Enables monitoring and management of SAP Cloud Integration (CPI) through its OData APIs, covering message processing logs, integration packages, deployment, security material, and more.
premsaidaggolu/sap-cpi-mcp-server
metricui
by mpmcgowen
MCP server for MetricUI — a React dashboard component library. Provides AI coding tools with full API references, working examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.
mpmcgowen/metricui
aigroup-finnhub-mcp
by jackdark425
A Node.js MCP server that wraps the Finnhub API to provide stock market data, technical analysis, news sentiment, and cryptocurrency market information.
jackdark425/aigroup-finnhub-mcp
DynamoDB MCP Server
by cool-man-vk
A Model Context Protocol server for managing Amazon DynamoDB resources, providing tools for table management, capacity management, and data operations.
cool-man-vk/dynamodb-mcp-remote
pulse-mcp
by patwalls
Free MCP server for fetching social media metrics (views, likes, comments) from public post URLs across YouTube, Twitter, TikTok, and Instagram. No API key needed.
patwalls/pulse-mcp
Overboard Studio MCP Server
by alona-iaig
Enables AI agents to create and manage collaborative whiteboards with sticky notes, shapes, charts, and more, directly in Overboard Studio.
alona-iaig/overboard-mcp-server
dex-mcp
by sanztheo
Debug and inspection tooling for Roblox projects, exposed as an MCP server so an AI agent can explore the instance tree, read/write properties, call remotes, and run Luau in a Roblox client driven by an executor.
sanztheo/dex-mcp
AI Model Advisor MCP Server
by semicolon-d
Enables AI agents to discover, compare, and select the best AI models across multiple providers based on pricing, performance, and capabilities, with real-time cost estimation and benchmarking.
Semicolon-D/ai-model-advisor-mcp
Finnish Energy Regulation MCP
by ansvar-systems
Enables full-text search and retrieval of Finnish energy regulations from four regulators: Energiavirasto, Fingrid, TEM, and Tukes.
Ansvar-Systems/finnish-energy-regulation-mcp
Calendar MCP Server
by driti2906
A production-quality MCP server for calendar management with robust timezone handling, recurrence support, and idempotency guarantees.
DRITI2906/Calendar-mcp
sentrul-mcp-server
by sentrul
Enables access to Sentrul's research, compliance scanning, and trace lookup agents through MCP clients. Provides 257 production agents for analyzing web content, detecting compliance patterns, and retrieving structured trace data.
sentrul/sentrul-mcp-server
TestOps MCP Server
by kirchik95
An MCP server that connects AI agents to TestOps, enabling test case management, launches, defects, and analytics through natural language.
kirchik95/testops-mcp
mcp-bitbucket
by n11techhub
Enables AI systems to securely interact with self-hosted Bitbucket repositories, pull requests, projects, and code through the Model Context Protocol.
n11techhub/mcp-bitbucket
Short Video Agent Kit
by davidmosiah
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/Grok and Seedance.
davidmosiah/short-video-agent-kit
Api Testing MCP
by cocaxcode
MCP server for API testing. 20 tools: HTTP requests, assertions, flows, OpenAPI import, mock data, load testing. Works with any API — local, public, or third-party. Zero cloud dependencies.\r\n
cocaxcode/api-testing-mcp
Envoi MCP
by chriskoturathbun
Provides AI agents with a real email address to send, receive, and manage emails via the Envoi.work platform. It enables seamless email communication, including inbox management and threaded replies, directly within MCP-compatible clients.
chriskoturathbun/envoi-mcp
NotebookLM MCP Gateway
by nazar256
Unofficial MCP server that enables interaction with NotebookLM through a Cloudflare Worker, supporting tools for notebooks, sources, chat, notes, and more. It uses OAuth authentication and stateless encrypted credential envelopes.
nazar256/notebooklm-mcp-gateway
sqldb-mcp-server
by akrym1582
A read-only MCP server that exposes SQL database access to LLMs, supporting multiple database types, compact columnar results, pagination, and file export.
akrym1582/sqldb-mcp-server
Paperboy
by igoyetche
Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can send documents to their Kindle directly from Claude or any MCP client.
igoyetche/paperboy
runapi-ai/luma-mcp
by runapi-ai
Enables creating and polling Luma video modification tasks, fetching task status, and checking pricing via the RunAPI API.
runapi-ai/luma-mcp
Optics MCP Server
by rolemodel
Enables LLMs to work with the Optics Design System, providing access to 83 design tokens (HSL-based colors, spacing, typography), 24 components with dependencies, and tools for theme generation, accessibility checking, and code scaffolding.
RoleModel/optics-mcp
lsp-mcp-server
by garretpremo
Exposes type-aware code navigation and fast file search to AI agents via language servers, enabling definitions, references, symbols, and file lookup without reading entire codebases.
garretpremo/lsp-mcp-server
Instagram Ads MCP Server
by hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleting Instagram ads via natural language.
hjsh200219/meta-mcp
MCP Lambda Server
by markvp
A Lambda Layer that allows a lambda to operate as an MCP server
markvp/mcp-lambda-layer
Kite MCP Server
by chandantherefore
Enables trading and portfolio management on Zerodha Kite Connect through natural language. Supports placing orders, viewing positions/holdings, accessing real-time market data, and managing GTT orders.
chandantherefore/kite-mcp
Graph
by graph-tl
An MCP server that gives your agent a persistent project brain: vision, architecture decisions, conventions, roadmaps, and automatic session handoff.
Graph-tl/graph
tavily-proxy-mcp
by pzehrel
A proxy MCP server that connects to Tavily's official Streamable HTTP MCP, managing multiple API keys and automatically switching to the next one when the current key's quota is exhausted.
pzehrel/tavily-proxy-mcp
Web Mcp: Browser Mcp Service, Ai Automated Operations
by web-mcp
Launch Browser MCP Service with One Click, Empowering AI to Automate Tasks for You.
web-mcp/web-mcp
telegram-mcp
by zhigang1992
An MCP server that enables interaction with Telegram to send, read, and search messages across chats and dialogs. It supports waiting for incoming messages and retrieving conversation history through natural language commands.
zhigang1992/telegram-mcp
Coinbase Chat MCP
by bichev
Provides AI agents with access to real-time cryptocurrency data from Coinbase's public API, including prices, market statistics, historical data, and technical analysis, plus simulated wallet transactions for educational purposes.
Bichev/coinbase-chat-mcp
PatternFly MCP Server
by patternfly
Provides access to PatternFly React documentation, development rules, and component schemas through MCP tools, enabling AI assistants to help developers build applications with PatternFly components following best practices.
patternfly/patternfly-mcp
lark-mcp
by yyu0310
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wiki pages, documents, and messages directly.
yyu0310/lark-mcp
Linked Layer MCP
by linked-layer
An MCP server that provides a permission-aware context layer over team tools, enabling AI agents to recall, search, and write to a shared memory graph with ACL-bound retrieval.
Linked-Layer/linked-layer
nestjs-mcp
by orbit-codes
An opinionated MCP module for NestJS
orbit-codes/nestjs-mcp
silverbullet-mcp-server
by xmatthewx
Exposes a SilverBullet note space to Claude via MCP, with OAuth 2.1, collision-safe writes, and structured errors.
xmatthewx/silverbullet-mcp-server
japan-transit-mcp
by anchovy-s3
Enables route planning and transit information retrieval for Japan using the public Transit API. Supports searching stations, planning routes, and checking departures.
Anchovy-s3/japan-transit-mcp
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