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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).

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.

11,271 MCPs on the index

Page 205 of 226

F/2
117 tools

BNB Chain MCP

A comprehensive MCP server for interacting with the BNB Chain ecosystem, including BSC EVM operations, BNB Greenfield decentralized storage, and the Sperax Protocol. It enables users to manage wallets, execute token transactions, and handle storage buckets using natural language.

nirholas/bnbchain-mcp

F/2
10 tools

MCP Server for Singapore Government Open Data

Provide seamless access to open datasets and collections from data.gov.sg. Enable searching, metadata retrieval, and filtered dataset downloads for analysis.

aniruddha-adhikary/gahmen-mcp

F/2
tools pending

Explority

Queries early-stage orphan drug therapies ranked by success potential for rare disease research.

articles-research/explority-mcp

F/2
tools pending

Azure Functions ⚡️❤️ MCP Servers

Crea tu servidor MCP con Azure Functions ⚡️🧰

0GiS0/mcp-server-azure-function

F/2
tools pending

che-ical-mcp

Native macOS Calendar & Reminders MCP server with 25 tools via Apple EventKit. Supports recurring events, location-based reminder triggers, multi-keyword search, duplicate detection, conflict checking, and batch operations across iCloud/Google/Exchange calendars.

PsychQuant/che-ical-mcp

F/2
tools pending

Aegis

Governs AI agent actions with YAML-based policies, approval gates, audit trails, and risk classification.

acacian/aegis

F/2
tools pending

Nexlayer MCP

Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debug live pods (shell, file editing, DB queries), manage custom domains & TLS, push to built-in container registry, scale pods, and manage GPU workloads. The infrastructure layer where AI agents ship software to production.

Nexlayer/nexlayer-cloud

F/2
18 tools

OpenDia

Provides OpenDia diagram creation capabilities through a lightweight web server with WebSocket support and HTTP API endpoints for real-time collaborative diagram generation and editing.

aaronjmars/opendia

F/2
tools pending

Company Ethics Information (Boikot)

Learn about the ethical and unethical actions of major companies.

boikot-xyz/boikot

F/2
3 tools

Google Research MCP

Google Researcher MCP server enables AI assistants like Claude, GPT, and other LLMs to: Search the web via Google (general, images, news) Read any webpage including JavaScript-rendered sites Extract YouTube transcripts automatically Parse documents (PDF, DOCX, PPTX)

zoharbabin/google-researcher-mcp

F/2
tools pending

Zapier MCP

Add Zapier's library of almost 8,000 apps to your AI client, allowing you to securely access your existing apps and take action in them directly from your AI conversations. Configure Zapier MCP servers with the apps and tools to scale your workflows.

zapier/zapier-mcp

F/2
3 tools

Google Researcher MCP Server

Power your AI agents with Google Search–enhanced research via an open-source MCP server. Includes tools for Google Search, YouTube/web scraping, LLM-driven synthesis, persistent caching, and dual transport (STDIO + HTTP SSE) for efficient, flexible integration.

zoharbabin/google-research-mcp

F/2
4 tools

Adaptive Graph of Thoughts

Processes complex scientific queries through an 8-stage Graph-of-Thoughts pipeline that decomposes questions into hypotheses, gathers evidence, builds knowledge graphs in Neo4j, and provides confidence-scored conclusions with bias detection and falsifiability assessment for systematic research analysis.

saptadey/adaptive-graph-of-thoughts-mcp-server

F/2
117 tools

Binalyze AIR

Bridges to the Binalyze AIR digital forensics platform, enabling security teams to query endpoint data, monitor status, and manage investigations through a secure API connection.

binalyze/air-mcp

F/2
tools pending

dRPC Agent Skills

Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas estimation, and other JSON-RPC methods as MCP tools across 100+ blockchains

drpcorg/drpc-agent-skills

F/2
29 tools

Exa Websets

Create and manage collections of companies, people, and papers, automatically discovering and verifying relevant entities. Enrich items with custom fields like CEO name, funding amount, or company stage, and inspect detailed results. Schedule recurring searches to keep collections fresh and catch new additions.

exa-labs/websets-mcp-server

F/2
tools pending

Adspirer

Campaign planning, research, and cross-platform ad creation

amekala/ads-mcp

F/2
3 tools

AI Expert Workflow

Facilitates structured product development through specialized AI roles (Product Manager, UX Designer, Software Architect) that generate documentation and convert requirements into actionable tasks.

bacoco/ai-expert-workflow-mcp

F/2
tools pending

Apple Shortcuts

Enables AI to list, view, and run Apple Shortcuts on macOS through direct integration with the system's command-line utility for automating tasks via natural language

artemnovichkov/shortcuts-mcp-server

F/2
tools pending

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

xieyuschen/gopls-mcp

F/2
tools pending

Antrieb

Validates AI-generated infrastructure code by executing it on real VMs with self-correction.

jade-pico/antrieb-mcp-server

F/2
tools pending

Windows-MCP-Server-Installation-Verification-Guide

Windows MCP server setup differs from Mac by requiring absolute file paths and explicit node.exe references instead of npx commands. The installation requires verifying npm and installing packages globally to the AppData\\Roaming\\npm\\node_modules directory. Running servers needs complete paths for both node.exe and the server's index.js file.

trevorwilkerson/Windows-MCP-Server-Installation-Verification-Guide

F/2
tools pending

Explore MCP Servers and Clients

Explore MCP Servers and Clients.

tmstack/mcp-servers-hub

F/2
62 tools

operant-mcp

A comprehensive security testing MCP server providing 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. It enables automated security audits and technical investigations across web applications, cloud environments, and network captures.

operantlabs/operant-mcp

F/2
71 tools

InstantCMS MCP Server

Provides a specialized environment for developing InstantCMS 2 addons and templates by exposing hooks, class APIs, and code structures to AI assistants. It enables automated scaffolding, validation, and searching of system components to streamline the creation of functional CMS extensions.

maxisoft-git/instantcms-mcp

F/2
tools pending

Antseer

Web3 data platform providing 100+ real-time on-chain analytics tools for DeFi, CeFi, TradFi, and crypto market intelligence.

antseer-dev/openweb3data_mcp

F/2
tools pending

Himalayas Remote Jobs

Search and post remote jobs, browse companies, check salaries, and find talent on Himalayas.app

Himalayas-App/himalayas-mcp

F/2
tools pending

OpenRouter MCP Server

Provides seamless access to 200+ AI models through OpenRouter's unified API, featuring multi-model collaboration, vision support, intelligent benchmarking, and collective intelligence capabilities for enhanced decision-making.

physics91/openrouter-mcp

F/2
tools pending

docbrain

Self-improving documentation engine that ingests Slack and GitHub PRs to detect knowledge gaps and improve documentation automatically.

docbrain-ai/docbrain

F/1
tools pending

xiaobenyang-mcp-2-1

test

xiaobenyang-com/mcp_tools_3

F/1
tools pending

Gitignore MCP Tool

An MCP server that generates project-specific .gitignore files and lists available templates using the gitignore.io API. It allows users to streamline project configuration by creating customized ignore files for various programming languages and development environments.

hsiangjenli/mcp-gitignore

F/1
tools pending

Bright Data MCP

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

brightdata-com/brightdata-mcp

F/1
tools pending

Scorecard MCP Server

Enables Claude and other MCP-compatible clients to access Scorecard's evaluation tools for running experiments, generating synthetic data, and analyzing model performance. It is designed to be deployed on Cloudflare Workers and integrates securely with Scorecard's API using Clerk for authentication.

evolv3ai/scorecard-mcp

F/1
tools pending

FMP MCP Server

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

DigiBugCat/cassandra-fmp

F/1
tools pending

Health MCP Server

Aggregates and analyzes fitness data from multiple sources like Whoop and Strava through a modular adapter architecture. It enables users to monitor health metrics, track activities, and gain insights into sleep, recovery, and training performance.

Marholoubek/health_mcp

F/1
tools pending

Smartlead MCP Server

smartlead-mcp-server typescript

Meerkats-Ai/smartlead-mcp-server

F/1
tools pending

Apollo.io MCP Server

Enables AI assistants to interact with the Apollo.io API to search global databases and enrich company and person data. It facilitates managing contacts and accounts, retrieving tech stacks, and finding job postings through natural language.

babicko/Apollo-MCP

F/1
tools pending

Google Docs MCP Server

Enables Claude to read, create, and update Google Docs through OAuth authentication. Deployed as a remote Next.js server on Vercel with support for multiple users and secure API key management.

mackenzienolan/google-mcp-server

F/1
tools pending

Web Icons Generator CLI MCP

Generates all required web app icons and manifest files from a single source image with framework auto-detection. Supports Next.js App Router, traditional web apps, and PWA standards with zero configuration.

entro314-labs/web-icons-generator-cli-mcp

F/0
6 tools

Microsoft Fabric MCP Server

Enables AI assistants to interact with Microsoft Fabric and Power BI services through the Model Context Protocol. Users can manage workspaces, execute DAX queries, refresh datasets, and create Fabric notebooks using natural language.

snahrup/microsoft-fabric-mcp

F/0
tools pending

MCP Service Broker

Spring Cloud OSB Implementation of an Open Service Broker for MCP Servers

dbbaskette/mcp-service-broker

F/0
tools pending

aleosorio22/ComaPOS-AI-AGENT-n8n

Este repositorio contiene un agente inteligente construido en n8n que utiliza la arquitectura MCP Server y MCP Client para generar, automatizar y entregar reportes del sistema de punto de venta ComaPOS.

aleosorio22/ComaPOS-AI-AGENT-n8n

F/0
tools pending

Awesome MCP Servers

A comprehensive collection of Model Context Protocol (MCP) servers categorized by functionality. This repository helps developers and AI enthusiasts discover and utilize the wide array of available MCP servers for various applications.

habitoai/Awesome-MCP-Servers-directory

F/0
2 tools

Cloudflare Docs

Search Cloudflare documentation across Workers, Pages, R2, Zero Trust, and more. Generate best-practice Workers code and accelerate troubleshooting with relevant guidance. Follow clear steps to migrate Pages projects to Workers with fewer pitfalls.

chuhuoyuan/cloudflare

F/0
tools pending

formester/mcp

Give AI agents access to form submissions — read, search, update, and process file attachments.

formester/mcp

F/0
tools pending

MCP_SERVER

automation

ShreeraghavM/MCP_SERVER

F/0
tools pending

ChainAware Behavioural Prediction MCP Server

The Behavioural Prediction MCP Server provides AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction.

ChainAware/behavioral-prediction-mcp

F/0
tools pending

NewzAI MCP Server

News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.

Gauraviitkgp/news-mcp

F/0
tools pending

MCpi5Server

My_MC_Server_Pi5

M3kk0M3d3sm0/MCpi5Server

F/0
tools pending

remote-mcp-server

mcp服务器

xiaoli1321/remote-mcp-server

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