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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abap-mcp
by joaodelapace
An MCP server that connects AI assistants to SAP systems via the ADT REST API, enabling read, write, syntax-check, and activation of ABAP code directly from the chat.
joaodelapace/abap-mcp
MSDS-Chain
by littleblakew
Chemical safety intelligence for AI-assisted experiment design. 18 MCP tools for compatibility checks, hazard analysis, PPE, storage, waste disposal, mixing order, exposure limits, transport classification, regulatory compliance (8 jurisdictions), and signed audit reports. Supports 4,200+ chemicals in 5 languages.
littleblakew/msds-chain-mcp
Lucy — AI Agent for Hire
by woodman97
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in USDC on Base or Solana. Supports A2A, MCP, x402 and Agentmail protocols.
Woodman97/lucy-agent
web-search-plus-mcp
by robbyczgw-cla
A Model Context Protocol server that gives AI assistants access to 7 search providers with intelligent auto-routing. Analyzes query intent and picks the best provider automatically — no manual switching needed. Install, configure your keys, and go.
robbyczgw-cla/web-search-plus-mcp
precision-desktop
by ikoskela
MCP server that fixes Windows DPI coordinate scaling for AI desktop automation. Provides UI element finding via Windows Accessibility APIs and coordinate conversion between physical and logical coordinate systems.
ikoskela/precision-desktop
powerbi-mcp-server
by topolo98
Enables natural language interaction with Power BI Desktop via MCP, allowing DAX authoring, measure optimization, and model inspection.
Topolo98/powerbi-mcp-server
unipile-linkedin-mcp
by bhaktatejas922
Enables AI assistants to interact with LinkedIn for search, messaging, connections, and Sales Navigator features via the Unipile API.
bhaktatejas922/unipile-linkedin-mcp
RAG MCP Server
by tungetti
A Model Context Protocol (MCP) server for Retrieval-Augmented Generation (RAG) operations. It provides tools for building and querying vector-based knowledge bases from document collections, enabling semantic search and document retrieval capabilities.
tungetti/rag-mcp-server
Memory MCP
by nerdyaustin
Provides persistent cross-session memory and full-text search for AI coding assistants, storing project context, decisions, and preferences while enabling searchable access to conversation history via local SQLite.
nerdyaustin/memory_mcp
Domoticz MCP Server
by adrighem
Integrates AI assistants with the Domoticz home automation system to monitor and control smart home devices, scenes, and variables. It enables users to manage device states, room configurations, and system logs through the Model Context Protocol.
adrighem/domoticz-mcp
MCP Invoice Generator
by pirocheto
Enables generation of PDF invoices via an MCP server, using Typst for typesetting and a local TOML file for billing data.
pirocheto/mcp-invoice-generator
aws-safe-mcp
by harryhazza77
A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.
harryhazza77/aws-safe-mcp
Flyan
by victorlane
Unofficial Python SDK and MCP server for Ryanair flight search. Find one-way fares, explore destinations grouped by country or region, and discover the cheapest day to fly between any two airports. No API keys.
victorlane/Flyan
WordPress MCP Server
by obot-platform
Enables comprehensive management of WordPress sites including posts, users, media, categories, tags, and site settings via the WordPress REST API.
obot-platform/wordpress-mcp-server
Neuratel MCP Server
by neuratel-ai
Control your voice AI platform through natural language from any MCP-compatible assistant.
Neuratel-AI/neuratel-mcp
shigechika/junos-mcp
by shigechika
MCP server for Juniper networks, enabling AI assistants to execute CLI commands, manage configuration, perform upgrades, and run diagnostics on Junos devices via STDIO transport.
shigechika/junos-mcp
Granola MCP Server
by nimblebraininc
Enables searching and retrieving local Granola meeting notes, including transcripts, AI-generated summaries, and action items. It supports filtering by date or attendee and automatically reloads when the local Granola cache is updated.
NimbleBrainInc/mcp-granola
TrendRadar
by ssdsalesman
An aggregator for real-time hot topics and news from major social and financial platforms like Zhihu, Bilibili, and Wall Street News. It features an MCP server that allows AI models to fetch and analyze trending information for automated insights.
SsdSalesman/TrendRadar
VIGÍA HACCP MCP Server
by elmaldelego
Enables users to generate complete HACCP analyses enriched with real FDA recall data, with tools for process step schema, recall search, and analysis export.
Elmaldelego/MCP
korea-weather-mcp
by wowzoo
Provides real-time weather information for South Korea, including temperature, sky condition, precipitation type, humidity, and precipitation amount, based on latitude and longitude coordinates using public data from the Korea Meteorological Administration.
wowzoo/korea-weather-mcp
Famxplor
by alt250
Integrates with Famxplor's curated database to provide location-based search for family-tested activities worldwide using latitude, longitude, and distance parameters.
alt250/famxplor-family-travel-mcp-server
LinkedIn MCP Server
by selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporting browser-based scraping and API-based operations for content management, media uploads, and reactions.
selvin-paul-raj/Linkedin-MCP-Server
mcp-einvoicing-core
by cmendezs
Base library for building MCP e-invoicing servers: abstract base classes, shared Pydantic models, XML utilities, and OAuth2-capable async HTTP client.
cmendezs/mcp-einvoicing-core
Math Calculation MCP Server
by k-summer
Provides comprehensive mathematical capabilities including basic arithmetic, advanced functions, statistical tools, and access to mathematical constants. It allows users to perform computations and generate math-related prompts through a standardized MCP interface.
K-Summer/Math_MCPS
Live2D Automation MCP Server
by j621111
Enables the automatic generation of complete Live2D models from a single photo by automating segmentation, rigging, and physics configuration. It provides a full pipeline for creating layered art meshes and motion files through a suite of specialized animation tools.
J621111/live2d-automation
Agent Core
by nikira-studio
A local capability layer for AI agents providing persistent memory, credential management, connectors, and activity tracking.
nikira-studio/agent-core
Energy Grid MCP Server
by aiagentkarl
Provides real-time electricity grid data including CO2 intensity, power mix, and wholesale prices, plus optimal green time windows for energy-intensive AI tasks. Supports UK, Germany, and global regions with optional API keys.
AiAgentKarl/energy-grid-mcp-server
ableton-mcp
by mrinalghosh
Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowing pair-programming-style collaboration for musicians.
mrinalghosh/ableton-mcp
Orchy
by aboglioli
Provides multi-agent coordination infrastructure with 71 tools for shared task management, knowledge bases, real-time messaging, resource locking, and graph relationships via Streamable HTTP.
aboglioli/orchy
obsidian-mcp
by bbdaniels
Enables Claude Code read/write access to an Obsidian vault, including creating, editing, searching, and browsing notes.
bbdaniels/obsidian-mcp
Elite Reasoning MCP
by snehgabani
A 66-tool reasoning pipeline that intercepts prompts to classify intent, check past mistakes, and generate execution plans, enabling any LLM to think harder and avoid repeating errors.
Snehgabani/elite-reasoning-mcp
Pipetable
by melihbirim
Query local CSV, Parquet, JSON and TSV files with real SQL via DuckDB. Gives your AI coding tool ground-truth data access instead of hallucinated answers.
melihbirim/pipetable
VMware MCP Server
by adrianlizman
Enables management of VMware vCenter and ESXi environments, including VM operations, resource management, and automation with Ollama AI and n8n workflows.
adrianlizman/vmware-mcp-server
MCP GeneLab Server
by sbl-sdsc
Converts natural language queries into Cypher queries against the NASA GeneLab Knowledge Graph, enabling AI-assisted analysis of spaceflight experiments and their biological effects.
sbl-sdsc/mcp-genelab
snow-mcp
by shunyaai
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools for ITSM, ITOM, and App Dev operations, enabling AI agents to manage incidents, changes, users, service catalog, and projects through a unified interface.
ShunyaAI/snow-mcp
MCP Serializer
by mdamire
Registers MCP features (tools, prompts, resources) and serializes JSON-RPC requests into response data.
mdamire/mcp-serializer
cpp26-adapter
by parasxos
C++26 paper reference MCP with lookup_paper, fuzzy search, and compiler_status tools over a 216-paper ISO/IEC 14882:2026 corpus. Backs a Claude Code plugin that biases the model toward final-form C++26 idioms (reflection, contracts, std::execution senders, expansion statements, #embed).
parasxos/cpp26-adapter
Network MCP Server
by labeveryday
A Model Context Protocol server providing network diagnostic tools for AI agents, including connectivity testing, batch operations, local network info, and pcap analysis.
labeveryday/network-mcp
gemot
by justinstimatze
Deliberation primitive for multi-agent coordination — agents submit positions, vote on a 5-point scale, and the server returns crux detection, vote clustering, bridging statements, and consensus. Inspired by Polis and Talk to the City.
justinstimatze/gemot
codex-mcp-async
by jeanchristophe13v
Enables Claude Code to run OpenAI Codex (GPT-5) tasks asynchronously in the background, filtering out thinking logs to save 95% context tokens and allowing parallel execution.
jeanchristophe13v/codex-mcp-async
qmcp
by bigkaa
Semantic search server for code and documentation using Qdrant vector database. Supports multi-language indexing, live updates, and natural language queries.
BigKAA/qmcp
meshy-bottube-mcp
by scottcjn
An MCP server that takes a text prompt and automatically generates a 3D model turntable video and publishes it to BoTTube.
Scottcjn/meshy-bottube-mcp
credential-free
by skutry
Scans code for exposed secrets, API keys, tokens, and credentials across 69 patterns covering cloud services, AI platforms, payment providers, authentication services, and databases.
skutry/credential-free
myshoes-mcp-server
by whywaita
The myshoes MCP Server is Model Context Protocol (MCP) compliant server for the whywaita/myshoes.
whywaita/myshoes-mcp-server
htb-app-mcp
by aeondave
Enables interaction with Hack The Box App services including machines, challenges, sherlocks, and more through the HTB API v4.
AeonDave/htb-app-mcp
wikipedia-trends-mcp
by trendsmcp
Provides Wikipedia page view trend data including spike detection, historical traffic, and cross-platform comparison, enabling AI to access a leading indicator of public curiosity.
trendsmcp/wikipedia-trends-mcp
Comics MCP
by imikailoby
Model Context Protocol server for comic data sources with plugin architecture, enabling character information retrieval from Comic Vine API.
imikailoby/comics-mcp
prova-mcp
by insinuateai
An MCP server that exposes the Prova reasoning verifier, enabling AI agents to verify their own reasoning and kernel-check Lean 4 proofs before outputting answers.
insinuateai/prova-mcp
mcp-whatsapp
by sealjay
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp account as 41 MCP tools (messaging, groups, polls, media, privacy).
Sealjay/mcp-whatsapp
mcp-pyatv
by crlian
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, offering 32 tools for playback, navigation, volume, apps, and more.
crlian/mcp-pyatv
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