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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Penny NotebookLM Research
by pennydinh
MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.
pennydinh/penny-notebooklm-research
HRMS MCP Server
by devmitul17
A template MCP server built with mcp-framework that provides a foundation for building custom tools. Currently includes example tool implementations that can be extended for HR management system integrations.
devmitul17/hrms-mcp-server
Math MCP Server
by yasogan
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, algebra, calculus, matrix operations, statistics, probability, unit conversions) to any MCP-compatible AI agent, enabling mathematical computations without code.
YasogaN/math-mcp
mcp-a11y
by p4st4s
Enables auditing web pages for WCAG violations, applying deterministic fixes and PRs, all through MCP clients like Claude Desktop.
P4ST4S/mcp-a11y
runapi-ai/flux-2-mcp
by runapi-ai
RunAPI MCP server for the Flux 2 model line. Create tasks, poll their status, and check pricing through a single RunAPI API key.
runapi-ai/flux-2-mcp
OpenAPI MCP Server
by teddy258
Exposes OpenAPI specifications as MCP tools, enabling AI assistants to explore and understand API structures, endpoints, schemas, and documentation through semantic queries.
teddy258/opa-mcp
ToolCenter MCP
by toolcenter-dev
A comprehensive MCP server providing 15 web tools including search, scraping, screenshots, SEO audits, and DNS/SSL checks through a single installation. It delivers clean, LLM-optimized outputs so AI agents can focus on reasoning rather than parsing raw HTML.
toolcenter-dev/mcp
Fastly CDN
by jackwrichards
Enables management of Fastly CDN services through authenticated API requests and CLI commands for DevOps teams using natural language interactions.
jackwrichards/fastlymcp
Open Banking MCP Server
by tkom04
Enables interaction with bank accounts via TrueLayer API, supporting listing accounts and retrieving transactions.
tkom04/openbankingMCP
labor-law-mcp
by kentaroajisaka
Provides access to Japanese labor and social insurance laws and administrative circulars from sources like the e-Gov API and the Ministry of Health, Labour and Welfare. It enables users to search for and retrieve legal texts and notices to ensure accuracy in labor-related inquiries.
kentaroajisaka/labor-law-mcp
datawarehouse-dbd-mcp
by sanookjung
Enables searching and retrieving detailed information about Thai juristic persons, foreign entities, financial statements, directors, shareholders, and statistics from the Department of Business Development data warehouse.
sanookjung/datawarehouse-dbd-mcp
boilerplate-mcp-server
by aashari
TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.
aashari/boilerplate-mcp-server
Terragrunt MCP Server
by nataliagranato
Enables analysis and validation of Terragrunt projects, including dependency mapping, stack structure, and optimization suggestions, directly in IDEs that support MCP.
nataliagranato/terragrunt-mcp-server
ctxfile
by ctxfile
A local-first MCP server that snapshots project working state into a structured context object, enabling agents to share and resume sessions seamlessly without leaving your machine.
ctxfile/ctxfile
MCP Filesystem Server
by williamrr
Provides LLM-optimized tools for advanced code analysis, repository complexity evaluation, and call graph generation. It enables users to visualize directory structures, detect code patterns, and build semantic context with significant token savings.
williamRR/mcp-filesystem-rig
pagecast
by mcpware
Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg
mcpware/pagecast
MCP Gateway
by abdullah1854
A universal gateway that aggregates multiple MCP servers into a single interface while providing advanced token optimization, result filtering, and automated summarization. It enables efficient management of large tool catalogs and reduces context usage by up to 95% for major AI clients.
abdullah1854/MCPGateway
AgentPact/mcp
by agentpact
AgentPact MCP server — thin transport shell over @agentpactai/live-tools.
AgentPact/mcp
loommux
by michengliang
Enables interactive Python execution with a persistent IPython kernel through MCP, retaining namespace state and providing structured output logs for agent and tool integrations.
MichengLiang/loommux
mcp-swagger-reader
by momei-ljm
Enables reading and parsing Swagger/OpenAPI specifications to list API endpoints, get detailed endpoint info, search APIs, and generate TypeScript types for request/response.
momei-LJM/mcp-swagger-reader
lmdat/cafef-financial-mcp
by lmdat
MCP server to fetch Vietnamese corporate financial reports (balance sheet, income statement, cash flow) from cafef.vn using public API, no PDF or OCR needed.
lmdat/cafef-financial-mcp
artscii
by rxolve
ASCII art & kaomoji for AI agents, CLI tools, and chatbots.
rxolve/artscii
OpenVan MCP Server
by kopaev
OpenVan MCP Server exposes OpenVan.camp public APIs over the Model Context Protocol: fuel prices across 125+ countries, VanSky weather suitability scores (0–100), VanBasket food price index, currency exchange rates, vanlife events (expos, festivals, meetups) and aggregated news stories in 7 languages. 11 read-only tools, no authentication, 120 req/min rate limit, CC BY 4.0 license. Remote Streamab
Kopaev/openvan-camp-public-api
yagames-mcp
by petergs27
MCP server for Yandex Games that enables searching the catalog, managing game drafts, uploading builds, and publishing games.
PETERGS27/YaGamesMCP
Smooth MCP Server
by csrdltte
Provide a streamlined and extensible MCP server implementation that enables seamless integration of LLMs with external tools, resources, and prompts. Facilitate dynamic context enrichment and tool invocation to enhance AI applications. Simplify building and deploying MCP-compliant servers with modern TypeScript tooling.
csrdltte/mcp-smooth
agent-browser-ga MCP
by ccl333
Enables AI agents to interact with a user's real Chrome browser tabs, executing JavaScript, reading cookies, and making fetch requests within authenticated sessions.
CCl333/agent-browser-ga
voidly-ai/mcp-server
by voidly-ai
MCP server providing 124 tools for censorship intelligence, encrypted agent messaging, and Voidly Pay onboarding, enabling AI assistants to access real-time censorship data, risk forecasts, and agent-to-agent communication.
voidly-ai/mcp-server
İzmir Ulaşım MCP Server
by ogulcanakca
Provides real-time access to İzmir's public transportation data, including bus locations, schedules, and route information for ESHOT, İZBAN, Metro, and Tram services. It enables AI assistants to perform transit queries, calculate fares, and locate nearby stations using the Model Context Protocol.
ogulcanakca/izmir-ulasim-mcp
autotask-mcp
by wyre-technology
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and more
wyre-technology/autotask-mcp
pith
by silupanda
MCP server for task management that enables AI agents to read, create, update tasks, and track work sessions, allowing agents and humans to collaborate on the same task board.
SiluPanda/pith
Google Drive MCP Server
by benjamine
Enables searching, reading, and commenting on Google Drive documents through secure OAuth2 authentication, with support for creating styled notes directly in document content.
benjamine/gdrive-mcp
sec-netexec-mcp
by schwarztim
An MCP server that enables AI assistants to execute NetExec network penetration testing commands via SSH to a Kali Linux machine, supporting protocols like SMB, WinRM, SSH, LDAP, and more.
schwarztim/sec-netexec-mcp
Open Brain Knowledge MCP Server
by melvenac
A persistent, cross-session knowledge base for AI agents that indexes session history into a searchable SQLite database with full-text search, enabling recall of past sessions, stored knowledge, and summaries.
melvenac/open-brain-knowledge
safe-postgres-mcp
by samuel-cabral
A zero-config, read-only PostgreSQL MCP server that enforces read-only access at the database level using READ ONLY transactions, allowing AI agents to safely explore schemas and run SELECT queries without risk of mutation.
samuel-cabral/safe-postgres-mcp
pulsefeed-x402-mcp
by nikolife2016
Before an AI agent pays an x402 endpoint, checks whether it's safe to pay: liveness, scam/anomaly scan (payTo hijack, bait-and-switch, honeypot), and on-chain receiver verification. ~70% of x402 endpoints are dead or scams.
Nikolife2016/pulsefeed-x402
context-bridge
by elkraps
Provides LLMs with secure, read-only access to local documentation by scanning directories, extracting content from PDF, DOCX, Markdown, and text files, and performing keyword searches.
elkraps/context-bridge-mcp
subcodex-mcp
by g0d2i11a
MCP server that enables Claude Code to delegate code generation and debugging to OpenAI Codex, with stall detection and auto-recovery.
G0d2i11a/subcodex-mcp
claude-imagine
by prenats
An MCP server that enables Claude Code to generate context-aware images using local GPU-powered diffusion models, either automatically during coding or on-demand via slash commands.
prenats/claude-imagine
Figma Copilot
by xlzuvekas
Enables AI assistants to interact with Figma designs programmatically, supporting comprehensive design automation including text manipulation with formatting preservation, batch operations, prototyping, auto-layout configuration, and component management.
xlzuvekas/figma-copilot
mcp-chat-visualizer
by asar007
Visualizes conversations as structured hierarchical mind maps by injecting a prompt that instructs the LLM to generate a JSON mind map — no external APIs required.
Asar007/mcp-chat-visualizer
Icelandic Law MCP
by ansvar-systems
Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-text search, citation validation, and EU/EEA law integration, enabling legal research and compliance checks through natural language queries.
Ansvar-Systems/Icelandic-law-mcp
Satrack Documentation Generator MCP
by camoran89
MCP server for automatic technical documentation generation of Satrack projects.
camoran89/mcp-docs
batuta-mcp
by vorluno
MCP server that decomposes tasks into plans with disjoint file boundaries, validates overlaps, and creates git worktrees with a ready prompt per plan.
vorluno/batuta-mcp
YouTube Data MCP Server
by diasm3
Enables extracting YouTube video transcripts, comments, and search results via MCP. Supports both Stdio and StreamableHTTP transports.
diasm3/serpapi-youtube-mcp-server
Arcane Docker MCP Server
by cougz
Enables managing Docker environments through Arcane via natural language, providing tools for containers, images, volumes, networks, and Docker Compose stacks.
cougz/arcane-mcp-server
hidrix-tools
by sonpiaz
MCP tool server that gives any AI agent the ability to search, scrape, and analyze content across the internet.
sonpiaz/hidrix-tools
AgentBase
by revmischa
Hosted shared knowledge base for AI agents. Store, search, and retrieve structured knowledge using semantic search. Agents contribute to a growing collective intelligence that compounds over time. No install — just a URL.
revmischa/agentbase
Graphiti MCP Server • Fast Multi‑Project Knowledge Graphs
by rawr-ai
Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti
rawr-ai/mcp-graphiti
ConnectMeGuru
by vineetgoyalhuf
An official MCP server for ConnectMeGuru to search active travel eSIM packages, apply discount coupons, check wallet balance, and purchase eSIM plans directly within AI chats.
vineetgoyalhuf/connectmeguru-mcp
Instagram MCP Server
by luminarylane
Connects Claude Desktop and other MCP clients to the Instagram Graph API for reading analytics, managing comments, and publishing photos, carousels, and reels.
luminarylane/instagram-mcp-server
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