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.
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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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Fresh Linkedin Profile Data MCP Server
by bach-ai-tools
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn profiles, companies, posts, jobs, and other data through a variety of tools.
BACH-AI-Tools/bach-fresh_linkedin_profile_data
Lunar Calendar MCP Server
by bach-ai-tools
Provides Chinese traditional calendar functions including BaZi calculation, solar-lunar calendar conversion, Huangli almanac queries, daily fortune readings, 24 solar terms, and Wu Xing (Five Elements) analysis.
BACH-AI-Tools/lunar_mcp_server
Substack Reader MCP Server
by kealu-inc
Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.
Kealu-Inc/substack-reader-mcp
HestAI-MCP
by elevanaltd
Governance and session management layer for AI-assisted software development; enables agent binding, session tracking, and structured code review within the HestAI ecosystem.
elevanaltd/HestAI-MCP
oscilloscope-mcp
by sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV export, and frequency measurements on PicoScope, Hantek, or a built-in simulator.
sandraschi/oscilloscope-mcp
Math MCP Server
by codeprimate
Provides powerful symbolic mathematics and statistical analysis capabilities, enabling users to solve equations, compute derivatives and integrals, perform statistical tests, and analyze data through natural language requests.
codeprimate/math-mcp
mcp-kintone-lite
by luvl
A lightweight MCP server that connects AI assistants to Kintone applications for managing records and automating business workflows. It enables secure authentication and natural language interaction for performing CRUD operations and querying data within the Kintone platform.
luvl/mcp-kintone-lite
RegenNexus MCP Server
by regennow
Enables AI clients like Claude to control physical hardware devices including GPIO pins, robotic arms, grippers, and sensors through the RegenNexus Universal Adapter Protocol.
ReGenNow/regennexus-mcp
M5 Petit Notes
by petitones
A note-taking MCP server for Claude-based agents that provides persistent markdown files for easily referable notes, supporting create, read, update, append, and delete operations.
PetitOnes/m5-petit-notes
mcp-simple-timeserver
by mikeysrecipes
Provides current local and UTC time to Claude, enabling time awareness and elapsed time calculations.
mikeysrecipes/mcp-simple-timeserver
google-analytics-mcp
by yeswanthreddyk
Connects to Google Analytics 4 to run reports, manage configurations, and retrieve admin data using natural language.
yeswanthreddyk/Google-analytics-mcp
Promptheus
by abhichandra21
Refines and optimizes prompts for LLMs through adaptive questioning and intelligent clarification workflows. Supports multiple AI providers (Google, OpenAI, Anthropic, Groq, Qwen) with interactive prompt enhancement and targeted modifications.
abhichandra21/Promptheus
Smart Data Models
by albertoabellagarcia
Provides AI assistants with access to Smart Data Models schemas for querying, validating, and discovering data models across domains.
albertoabellagarcia/mcp-sdm-server
bca-mcp
by blockchainacademics
The canonical crypto MCP server for AI agents, providing access to 3,500+ editorial articles, 200+ entity dossiers, 43 academy lessons, and live market data as native MCP tools with full attribution.
blockchainacademics/bca-mcp-python
Docker Hub MCP Server
by docker
Enables LLMs to search Docker Hub repositories, discover container images, and manage Docker Hub repositories and tags through natural language queries. Supports both public content access and authenticated operations with Docker Personal Access Tokens.
docker/hub-mcp
reqlog
by ankitksr
Provides AI coding agents with tools to query, search, and analyze persisted HTTP request logs, enabling efficient debugging without terminal noise.
ankitksr/reqlog
PDF to PNG Converter MCP
by lostsunset
Enables Claude Code to convert PDF files to high-quality PNG images, download academic papers, and batch process PDFs with automatic folder organization.
LostSunset/pdf_to_png_converter_mcp
Antom MCP Server
by ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant International's Antom payment APIs, enabling AI assistants to handle payment and refund operations seamlessly.
ant-intl/global-antom-mcp
taas-mcp
by tread-labs-public
A local MCP server that acts as a thin proxy to expose Tread's trading data and order tools to a local LLM, fetching tool catalog and forwarding calls to the Tread backend.
tread-labs-public/taas_mcp
mike-plus
by zhonghao1995
A headless, natural-language-driven automated modelling workflow for MIKE+, enabling users to inspect models, change parameters, run simulations, and analyze results without the MIKE+ GUI.
Zhonghao1995/Agentic-MIKE-Plus
hackernews-mcp
by ccozad
Enables LLMs to search and read Hacker News posts and comments via the Algolia API.
ccozad/hackernews-mcp
Knowledge Master
by subzone
A local knowledge graph MCP server that provides AI agents with permanent, structured memory about codebases, enabling semantic search, blast radius analysis, and convention enforcement.
subzone/knowledge-master
AgentSkill MCP
by qianjietech
A universal MCP server that enables any MCP-compatible agent to use Anthropic's Claude Agent Skills with progressive disclosure, reducing context overhead while maximizing capability.
QianjieTech/Open-ClaudeSkill
OpenWeatherMap MCP Server
by mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality information for any city using the OpenWeatherMap API.
mattiaperi/openweathermap-mcp-server
Workflowy MCP Server
by o4114o
Enables LLMs to interact with Workflowy through the Model Context Protocol, supporting operations like creating, updating, deleting, and listing nodes.
o4114o/workflowy-mcp
eip-mcp
by exploitintel
Gives AI assistants access to the Exploit Intelligence Platform for vulnerability and exploit intelligence. Supports searching CVEs, exploits, and generating pentest findings.
exploitintel/eip-mcp
QMYZ-MCP
by shibig666
An MCP server for the Qingma Yizhan (青马易战) platform that provides automated quiz-answering capabilities. It enables users to retrieve course lists, fetch question details, and submit answers through a unified model context interface.
shibig666/QMYZ-MCP
ruff-mcp-server
by drewsonne
An MCP server that integrates Ruff linting, formatting, and code analysis tools with advanced logging and configuration options for AI coding assistants.
drewsonne/ruff-mcp-server
MCP Server
by plusplusoneplusplus
mcp server
plusplusoneplusplus/mcp
MCP Reddit Server
by adhikasp
A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.
adhikasp/mcp-reddit
PayNow Component MCP Server
by owlting
Enables LLMs to search and retrieve PayNow Component documentation directly, accelerating system integration through natural language queries.
OwlTing/paynow_component_docs_mcp_server
space-mcp
by bindreams
MCP server for JetBrains Space merge requests and Patronus CI dry runs, enabling creation, viewing, and management of merge requests as well as starting and monitoring CI dry runs.
bindreams/space-mcp
FLUX Image Generator MCP Server
by zztopbr
Enables Claude to generate images on demand using the FLUX.1-schnell model, supporting multiple aspect ratios and saving locally.
ZZtopBR/flux-image-mcp
BikeScout
by hifly81
BikeScout is a specialized MCP (Model Context Protocol) server designed for cyclists and mountain bikers. It provides intelligent trail recommendations by combining real-world map data with advanced routing analysis.
hifly81/bikescout
gmail-mcp
by adamferguson06
A secure, read-only Gmail investigation tool that provides both CLI and MCP server access, enabling Claude to search, read, and export emails without sending or modifying them.
AdamFerguson06/gmail-mcp
AceDataCloud NanoBanana
by acedatacloud
NanoBanana AI image generation and editing through the AceDataCloud API platform.
acedatacloud/nanobananamcp
Vision MCP
by i-richardwang
Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.
i-richardwang/Vision-MCP
HyperSpace
by freerunningkid
混合推理 MCP 服务器,在本地 AI Agent 和大模型之间智能路由,优先使用 DeepSeek Web 和智谱 GLM 实现零成本调用。
freerunningkid/HyperSpace
Gmail MCP
by ykuchiki
Enables AI assistants to send, read, search, and manage Gmail emails, drafts, and labels via the Model Context Protocol.
ykuchiki/gmail-mcp
openalex-mcp
by josetra44
Connects AI agents to the OpenAlex scholarly database, enabling search and retrieval of works, authors, institutions, and sources via natural language.
JOSETRA44/openalex-mcp
BigQuery MCP server
by fastmcp-me
A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.
fastmcp-me/mcp-server-bigquery
HarmonyOS MCP Server
by xixianliang
MCP server for manipulating HarmonyOS next devices.
XixianLiang/HarmonyOS-mcp-server
mcp-geo-server
by agent-engineering-studio
Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.
agent-engineering-studio/mcp-geo-server
stevennevins/daml-docs-mcp
by stevennevins
Builds and serves local MCP-searchable documentation indexes for Daml, Canton, and related projects, enabling search and query of documentation through MCP tools.
stevennevins/daml-docs-mcp
onec-config-mcp
by asgdeveloper
Enables searching through 1C:Enterprise configuration source code (XML+BSL) with full-text indexing, providing tools to find code, metadata objects, procedures, and modules.
ASGDeveloper/onec-config-mcp
universal-mail-mcp
by oscar23445
A cross-platform MCP server that provides Claude with email access via IMAP, supporting multiple email providers and account management.
oscar23445/universal-mail-mcp
CAU e-class MCP
by legendwon
Enables Claude to access Chung-Ang University's e-class platform, including dashboard, daily briefing, course details, VOD links, and smart file download.
legendwon/cau-eclass-mcp
automcp
by napthaai
Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers
NapthaAI/automcp
Prowpt MCP Server
by prowptai
Enables AI agents to create, edit, and publish web apps on Prowpt.ai through project management, code editing, and AI assistant tools.
prowptai/prowpt-mcp-server
YouTube Insights MCP Server
by dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata retrieval, and channel information discovery from YouTube videos through natural language interaction.
dabidstudio/youtubeinsights-mcp-server
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