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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.

22,683 MCPs on the index

Page 381 of 454

50/100
tools pending

toshl-mcp-server

by hktari

Enables AI agents to access and analyze financial data from Toshl Finance, including accounts, categories, budgets, and entries, through MCP resources and tools.

hktari/toshl-mcp-server

50/100
tools pending

DataWorks

by aliyun

Exports Alibaba Cloud DataWorks Open API tools for dynamic project management and data workflow interactions using TypeScript and Zod for robust schema validation.

aliyun/alibabacloud-dataworks-mcp-server

50/100
9 tools

atiendo24-mcp-server

by edgarconejo

MCP server that connects Claude Desktop to Atiendo24 platform, enabling management of appointments, customers, conversations, leads, analytics, and WhatsApp messaging through natural language.

edgarconejo/atiendo24-mcp-server

50/100
tools pending

seven-mcp

by seven-io

MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and account management through natural language.

seven-io/seven-mcp

50/100
tools pending

Stock Valuation MCP Server

by b9b4ymin

Provides professional-grade financial analysis tools for Thai stock markets, including PE Band Analysis, DDM, DCF valuation models, real-time SET Watch API data, complete financial statements, and historical ratio analysis with investment recommendations.

b9b4ymiN/myMCPserver

50/100
tools pending

Memclaw

by caura-ai

Governed shared memory platform for AI agents and agent fleets. Provides persistent memory, cross-agent knowledge sharing, permissions, audit trails, and multi-tenant isolation through a Model Context Protocol (MCP) server.

caura-ai/caura-memclaw

50/100
tools pending

Attio MCP Server

by kesslerio

Attio Model Context Protocol (MCP) server implementation

kesslerio/attio-mcp-server

50/100
tools pending

Apollo MCP Server

by apollographql

Apollo MCP Server

apollographql/apollo-mcp-server

50/100
tools pending

r3 (Recall)

by n3wth

An intelligent memory MCP server that provides AI applications with semantic search, entity extraction, and knowledge graph capabilities using local Redis caching and optional cloud sync. It enables LLMs to store and retrieve long-term context across sessions with high-performance multi-tier storage.

n3wth/r3

50/100
tools pending

hormuz-strait-mcp

by mcp-use

Hormuz Strait Watch MCP - Tactical maritime situation dashboard for the Strait of Hormuz, delivered as an MCP App for ChatGPT / Claude. Built with mcp-use & deployed on Manufact MCP Cloud

mcp-use/hormuz-strait-mcp

50/100
5 tools

Yahoo Mail MCP Server

by doohinkus

Enables LLMs to read, search, and send emails through Yahoo Mail using secure OAuth2 authentication.

doohinkus/claude-yahoo-mcp

50/100
tools pending

GoHighLevel MCP Server

by hooker-dev

Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with over 260 tools for managing contacts, messaging, and business workflows. It enables comprehensive automation of marketing, sales pipelines, and customer relationship management through natural language.

hooker-dev/hailey-mcp

50/100
19 tools

FluentBoards MCP Server

by danieliser

Enables AI assistants to manage FluentBoards project management through WordPress REST API, supporting board operations, task management, comments, and labels with advanced safety controls and board focus mode.

danieliser/fluent-boards-mcp-server

50/100
6 tools

repobase-mcp

by fernandoabolafio

MCP server for indexing and searching Git repositories with AI. Enables tools like listing repos, semantic search, file globbing, and regex grep.

fernandoabolafio/repobase

50/100
tools pending

MCP Google Workspace

by 199-mcp

Enables comprehensive management of Google Calendar, Contacts, and Gmail through AI systems. Supports full CRUD operations including creating/updating/deleting events, managing contacts, sending emails, organizing with labels, and batch operations with OAuth2 authentication.

199-mcp/mcp-google

50/100
3 tools

Universal GitHub MCP Server

by nasimcoderex

A configurable MCP server for managing multiple GitHub repositories, branches, pull requests, and files, with built-in company documentation and validation.

nasimcoderex/tasker-mcp

50/100
56 tools

LaunchFrame MCP

by launchframe-dev

Provides AI agents with architectural knowledge and scaffolding tools for LaunchFrame projects, covering patterns for authentication, queues, webhooks, and module structures. It enables agents to retrieve project-specific implementation details and generate code snippets on demand to maintain consistency.

launchframe-dev/mcp

50/100
tools pending

smart-xdebug-mcp

by wallter

Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspection, breakpoint control, and variable tracking, enabling natural language debugging of PHP applications.

wallter/smart-xdebug-mcp

50/100
7 tools

NestJS MongoDB MCP Server

by jovicon

Enables AI assistants like Claude to interact with MongoDB databases through standardized MCP tools. Supports full CRUD operations, aggregations, and natural language queries with Clean Architecture and dual transport modes (STDIO/HTTP).

jovicon/nestjs-mcp-server

50/100
tools pending

DaVinci MCP Server

by pingidentity

Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orchestration flows, applications, connectors, variables, and forms through standardized MCP tools.

pingidentity/davinci-mcp-server

50/100
1 tools

Telegram MCP Bridge

by aralroca

Enables MCP agents to request human confirmation for actions via a Telegram bot. It uses a Vercel-hosted proxy and Redis to facilitate secure, real-time YES/NO approvals from a mobile device.

aralroca/telegram-bot-mcp

50/100
tools pending

crypto-quant-signal-mcp

by algovaultlabs

AI-native quantitative trading signal engine for crypto and TradFi perpetuals. Multi-factor composite BUY/SELL/HOLD signals, cross-venue funding rate arbitrage scanning, and market regime detection powered by Hyperliquid data.

AlgoVaultLabs/crypto-quant-signal-mcp

50/100
5 tools

Structured Data Validator

by agenson-tools

Validates structured data against schemas for AI workflow quality assurance.

agenson-tools/structured-data-validator-mcp

50/100
11 tools

Shopify Store MCP Server

by brahim-benzarti

Enables AI agents to interact with live Shopify stores through Admin and Storefront APIs for tasks like GraphQL execution, bulk operations, and file uploads. It includes built-in rate limiting and operation logging to manage store data and schema discovery securely.

Brahim-Benzarti/Shopify_store-MCP

50/100
12 tools

OpenMemory

by gordonkjlee

AI memory engine exposed as an MCP server with structured knowledge capture, entity extraction, and hybrid search for persistent, portable memory across AI tools.

gordonkjlee/openmemory

50/100
tools pending

Forage-mcp

by ernestalabs

MCP server giving AI agents real-time web search, page scraping, company intelligence, email discovery, local lead generation, and a persistent knowledge graph. Pay only for what you use, no subscriptions.

ErnestaLabs/web-intelligence-mcp

50/100
6 tools

Documents MCP Server

by corneyc

A production-ready Model Context Protocol server that bridges local document management with cloud synchronization (Notion) for AI agent integration, enabling seamless access and sync of local and cloud documents.

corneyc/documents-mcp

50/100
8 tools

system-mcp

by chandukasireddy

Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network, process, and GPU metrics from a local machine.

Chandukasireddy/system_mcp

50/100
52 tools

n8n MCP Server

by drballs

Enables full workflow automation management in n8n through 40+ tools covering workflows, executions, credentials, tags, variables, projects, users, and source control operations.

DrBalls/n8n-mcp-server-v2

50/100
tools pending

narsil-mcp

by postrv

Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

postrv/narsil-mcp

50/100
34 tools

flight505/MCP_DinCoder

by flight505

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…

flight505/MCP_DinCoder

50/100
tools pending

Mengram

by alibaizhanov

AI memory layer with 3 types — semantic (facts), episodic (events), procedural (workflows that evolve from failures). 21 MCP tools.

alibaizhanov/mengram

50/100
5 tools

paper-search-mcp

by upascal

Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.

upascal/paper-search-mcp

50/100
tools pending

mcp-compressor

by atlassian-labs

A proxy server that wraps existing MCP servers to significantly reduce token consumption by compressing tool descriptions into a two-step interface. It enables users to integrate extensive toolsets without exceeding context limits or incurring high API costs.

atlassian-labs/mcp-compressor

50/100
tools pending

mcp-ai-agent-guidelines

by anselmoo

A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility tools, backed by 102 internal skills across 18 domain families — from requirements discovery and code quality through governance, resilience, and physics-inspired analysis.

Anselmoo/mcp-ai-agent-guidelines

50/100
116 tools

SmartLead MCP Server

by win8428

Enables cold email marketing automation with campaign management, lead tracking, deliverability optimization, and analytics, integrating with 113 tools via zero-config NPX installation.

win8428/smartlead-mcp-server

50/100
25 tools

Tududi MCP Server

by jeanbispo

Connects AI assistants to the Tududi productivity platform to manage tasks, projects, and notes using GTD methodology. It provides a standardized interface for LLMs to read and manipulate data through a suite of over 25 tools and resources.

jeanbispo/tududi-mcp

50/100
8 tools

MCP Tool Factory

by heshamfs

Generates production-ready MCP servers from natural language, OpenAPI specs, database schemas, GraphQL schemas, or ontologies.

HeshamFS/mcp-tool-factory-ts

50/100
67 tools

Access

by scottpedia0

Self-hosted credential store and API proxy for AI agents. One Bearer token, all your services. Handles OAuth refresh, encrypted storage, audit logging, and per-agent permissioning.

Scottpedia0/access

50/100
2 tools

Web Crawler MCP Server

by dhannusch

An intelligent web crawling server that uses Cloudflare's headless browser to render dynamic pages and Workers AI to extract relevant links based on natural language queries. It enables AI assistants to search and filter website content while providing secure access through GitHub OAuth authentication.

dhannusch/smart-web-crawler-mcp

50/100
tools pending

GoHighLevel MCP Server

by keshigami

Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools across contacts, messaging, appointments, opportunities, marketing automation, and e-commerce operations through the Model Context Protocol.

Keshigami/ghl-mcp-workiong

50/100
3 tools

Machine 2 Machine Protocol

by andrearettaroli

Enables AI agents to autonomously request services from other specialized agents and compensate them via x402 micropayments. Demonstrates a Machine-to-Machine economy using A2A protocol for agent communication, MCP for context management, and blockchain-based payments on Base network.

AndreaRettaroli/m2m

50/100
1 tools

Mcp Weather

by wizcas

A simple MCP server that provides weather info

wizcas/mcp-weather

50/100
1 tools

WebRendererMCP

by zys5945

MCP server that renders HTML produced by LLMs

zys5945/WebRendererMCP

50/100
42 tools

Mob

by benkaiser

Mob is an AI-first personal CRM that enables users to manage contacts, relationships, and activities entirely through natural language via the Model Context Protocol. It allows for tracking life events, reminders, and notes using a local SQLite database or an ephemeral session mode.

benkaiser/mob-mcp-crm

50/100
tools pending

Cloudflare MCP with Google OAuth and Analytics

by bighadj22

A deployable MCP server template for Cloudflare Workers that provides Google OAuth authentication and comprehensive analytics tracking of tool usage, performance metrics, and user behavior.

bighadj22/cloudflare-mcp-google-oauth-analytics

50/100
tools pending

uxc

by holon-run

A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC

holon-run/uxc

50/100
28 tools

waveapps-mcp

by lunaparker

This MCP server enables AI assistants like Claude to perform Wave Accounting bookkeeping tasks—such as drafting invoices, managing customers, recording payments, and looking up financial data—through natural language commands.

LunaParker/waveapps-mcp

50/100
2 tools

MCP Server Boilerplate

by captaincrouton89

A starter template for building custom MCP servers with example implementations of tools, resources, and prompts. Includes TypeScript support and installation scripts for Claude Desktop, Cursor, and other MCP-compatible clients.

CaptainCrouton89/json-mcp

50/100
32 tools

tradingview-mcp

by lionfaion

Connects Claude Code to your locally running TradingView Desktop app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

Lionfaion/tradingview-mcp

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