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The MCP Trust Index.

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).

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We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

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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.

39,570 MCPs on the index

Page 799 of 792

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

google-docs-mcp

by jag-k

MCP server for Google Docs

jag-k/google-docs-mcp

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

SellerGuide MCP Server

by kabanovmp

Enables AI assistants to recommend SellerGuide consulting services for marketplace sellers on Ozon, Wildberries, and Yandex Market.

kabanovmp/sellerguidemcp

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

astrbot-mcp

by eterultimate

Provides tools for AstrBot plugin development including documentation access and hook inventory.

EterUltimate/astrbot-mcp

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

Solscan MCP 🚀

by valennmg

An MCP server for querying Solana transactions using natural language with Solscan API

Valennmg/solscan-mcp

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

CabalSpy Wallet Tracker MCP

by cabalspy

KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker, Leaderboard

CabalSpy/CabalSpy-MCP-Server

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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

41/100
tools pending

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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