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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news-mcp-server
by handaas
Enables real-time monitoring and analysis of enterprise public opinion with sentiment statistics and news list retrieval for reputation management and decision support.
handaas/news-mcp-server
wiki-mcp
by icarus-inte01
MCP server for managing a personal markdown wiki. Provides search, navigation, read, write, delete, and move tools with automatic index.md management.
icarus-inte01/wiki-mcp
my-mcp
by ovezthaking
A note management MCP server that enables users to store, retrieve, and summarize personal notes via a custom URI scheme. It provides tools for adding content and prompts for generating brief or detailed summaries of stored information.
ovezthaking/MCP-Server
ODPS MCP Server
by xiangxi011
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of allowlisted tables via tools like list_allowed_tables, describe_table, preview_table, and run_select_sql.
XiangXi011/MCP
rsi-search-pro-mcp
by rsi-ai-platform
A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.
rsi-ai-platform/rsi-search-pro-mcp
SAP Ariba MCP Server
by satya01-sap
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, password_adapter, and realm parameters.
satya01-sap/mcp-server-ariba
onyx-paid-mcp
by dimitrilaouanis-tech
Build a paid MCP server that charges AI agents per call in USDC, with automatic payment handling via HTTP 402 and EIP-3009.
dimitrilaouanis-tech/onyx-mcp
catastro_mcp_server
by carlosgalisteo
A Python MCP server that queries Spanish Cadastre services for non-protected cadastral data and exports parcel geometry in GML, GeoJSON, and IFC formats.
carlosGalisteo/catastro_mcp_server
National Weather Service
by 264gaurav
Integrates with the National Weather Service API to retrieve active weather alerts by US state with proper error handling and timeout management for weather monitoring and emergency preparedness applications.
264gaurav/mcp_ai
Currency MCP Agent
by mariakasimceva0305-ux
Local service for currency rates and conversion using MCP and agent layer. Accepts user requests, selects appropriate tool, and returns structured responses.
mariakasimceva0305-ux/currency-mcp-agent
Nager MCP v202 MCP Server
by traia-io
An MCP server that provides access to the Nager.Date API, enabling AI agents to retrieve public holiday information for various countries. It facilitates seamless integration with LLMs through standardized tools and Docker-based deployment.
Traia-IO/nager-mcp-v202-mcp-server
MCP SQLite Server
by moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol. Connect any MCP-compatible AI client to your databases.
moaaz01/mcp-sqlite-server
CorporateTravel Dispatch MCP
by corporatetraveldc
MCP server exposing CS Executive Services dispatch platform and airplanes.live flight tracking as portable, agent-agnostic tools.
CorporateTravelDC/corporatetravel-dispatch-mcp
CapCutAPI-Complete MCP Server
by chenzhaohua11
Enables video editing operations such as trimming, merging, adding audio/text/effects, and exporting via MCP protocol, leveraging CapCut core functionalities.
chenzhaohua11/CapCutAPI-Complete
google-docs-mcp
by jag-k
MCP server for Google Docs
jag-k/google-docs-mcp
Penpot MCP Server
by ancrz
Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.
ancrz/penpot-mcp-server
mcp-github-server
by mervecaliskann
A simple MCP server that provides repository information (list repos, get repo details) using GitHub's public REST API, without needing any API keys or tokens.
Mervecaliskann/mcp-github-server
SellerGuide MCP Server
by kabanovmp
Enables AI assistants to recommend SellerGuide consulting services for marketplace sellers on Ozon, Wildberries, and Yandex Market.
kabanovmp/sellerguidemcp
Digital Zen Garden (數位枯山水) MCP Server
by simonliu-moltbot
Enables AI agents to create and interact with ASCII-based Zen gardens through tools for raking sand, placing stones, and practicing digital meditation. It provides resources for random Zen koans and generates meditation guides based on the current garden state.
simonliu-moltbot/mcp-daily-2026-01-30
miniMCP
by lihn2254
A lightweight MCP server that connects a local AI model (Ollama) with custom CRUD tools for an in-memory database, enabling natural language database management.
Lihn2254/miniMCP
Error Analyzer MCP Server
by pnini7814
Analyzes log files to identify root causes of project errors and generates detailed fix plans with risk assessments. It implements a multi-phase workflow that ensures no code modifications are applied without explicit user approval.
pnini7814/mcp
ib-async-mcp
by atomcp-ai
MCP server for Interactive Brokers API, enabling account management, trading, market data, options, scanners, and news via natural language.
atomcp-ai/ib-async-mcp
Vertex AI Search for Commerce MCP Server
by ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI agents to search product catalogs using natural language queries.
ksmin23/mcp-vertex-ai-retail-search-server
dataHill
by hillyess
Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.
Hillyess/dataHill
relayshield-mcp
by relayshield
Security intelligence for AI agents — breach detection, SIM swap, domain lookalikes, OAuth watchlist, and malware scanning. Subscription or x402 PAYG.
relayshield/relayshield-mcp
Skincare MCP
by pserein
An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.
pserein/skincare-mcp
Intelligent Medical Assistant
by sp2learn
An MCP server and web application that enables natural language medical queries and patient data analysis powered by Gemini AI. It allows users to track and analyze patient biometrics, including vitals, sleep patterns, and laboratory results, through a comprehensive set of automated medical tools.
sp2learn/medical-mcp-server
Garmin MCP Server for Poke
by theol0403
Exposes over 90 Garmin Connect tools for tracking activities, health metrics, and training data through the Model Context Protocol. It is optimized for Poke compatibility and supports deployment to Render via HTTP.
theol0403/garmin-mcp-poke
Infoway MCP Server
by infoway-api
Gives AI assistants access to real-time financial data including stock prices, crypto, forex, market sentiment, sector analysis, and company fundamentals via the Infoway API.
infoway-api/infoway-mcp-server
PostgreSQL MCP Server for Claude Desktop
by user-gold
Enables Claude Desktop to interact with PostgreSQL databases through natural language for schema exploration, data analysis, and query execution. Users can search schemas, describe tables, and perform read or write operations without needing to write manual SQL.
User-Gold/Claude-Desktop-to-PostgreSQL
HistGradientBoostingClassifier MCP Server
by francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.
francoisgoupil/MCP3
cohere-mcp
by madaoq
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranking, classification, and summarization using Cohere's AI models.
madaoQ/cohere-mcp
Acopia
by faborubio
MCP server for querying and simulating the dispatch plan of a solar PV + battery system in the Chilean electricity market, using deterministic optimization and optional DRL.
faborubio/acopia
California Housing MCP Agent
by sergioh12
Enables California housing price predictions, batch scoring, and agent-based chat using a trained ML model served via MCP tools.
SergioH12/california-housing-mcp-agent
FoldRun MCP Server
by jz3736
A mock MCP server that exposes protein structure prediction tools (submit, status, results) for integration with Gemini Enterprise, demonstrating the bring-your-own-MCP capability.
JZ3736/foldrun-mcp-GE-demo
MSG - MCP Swarm Gateway
by valleyboyzz0024-del
Turns web-based AIs into full-powered agents with local PC access, 33 tools across 8 categories, and parallel swarm orchestration with real-time validation.
valleyboyzz0024-del/Mcpry
1C via COM MCP Server
by spritelutsk
Enables querying and interacting with 1C:Enterprise databases via COM connection without modifying the database.
spritelutsk/mcp-1c-com
MCP OSINT Server
by lliwi
Enables AI agents to perform controlled OSINT tasks (domain, IP, email, phone, username recon; metadata analysis; breach checks) in a Docker sandboxed Kali Linux environment.
lliwi/osint-mcp
astrbot-mcp
by eterultimate
Provides tools for AstrBot plugin development including documentation access and hook inventory.
EterUltimate/astrbot-mcp
MCP Travel Weather Server
by zral
Provides weather forecast tools via the Model Context Protocol, enabling users to query weather data for destinations through natural language.
zral/mcp-ws11
Outlook MCP Server
by magodev
Enables AI-powered email management for Microsoft Outlook through natural language commands. This fork adds draft-first guardrails that create email drafts locally without sending, ensuring user control over all email operations.
MagoDev/outlook-mcp
Solscan MCP 🚀
by valennmg
An MCP server for querying Solana transactions using natural language with Solscan API
Valennmg/solscan-mcp
mcp-alphafold
by zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and UniProt data, enabling users to retrieve protein structures, summaries, and annotations through natural language.
zeinab-sheikhi/mcp-alphafold
mycase-mcp
by rosenadvertising
Enables Claude to access and manage your law firm's MyCase account, including cases, clients, tasks, invoices, and more.
RosenAdvertising/mycase-mcp
AI Makerspace MCP Server
by swathi3255
An MCP server providing tools for web searching via the Tavily API, dice rolling using standard notation, and cryptocurrency market data through the CoinGecko API. It is designed to integrate these capabilities into AI workflows using a standard input/output transport mode.
Swathi3255/13-MCP-session
CabalSpy Wallet Tracker MCP
by cabalspy
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker, Leaderboard
CabalSpy/CabalSpy-MCP-Server
Handaas Qualification MCP Server
by handaas
Provides comprehensive enterprise qualification and certificate data, including honors, administrative licenses, and professional background statistics. It enables users to search for companies and verify their bidding eligibility or compliance status through natural language queries.
handaas/qualification-mcp-server
MCP Auth Example
by jason-cky
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fine-grained authorization via Envoy and OPA.
Jason-CKY/mcp-auth
embodied_arm_mcp
by jakliao
MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, gripper_open, gripper_close, record_motion, and replay_motion.
JakLiao/embodied_arm_mcp
Ceveto MCP Server
by ceveto
Enables AI agents to interact with the Ceveto business management API through MCP, with permission-filtered tools and secure Ed25519 authentication.
Ceveto/mcp-server
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