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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.

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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.

23,489 MCPs on the index

Page 229 of 470

71/100 Code
tools pending

M365 MCP Server

by n8maynard91

An MCP server for Microsoft 365 administration using the Microsoft Graph API, enabling user, group, and mailbox management.

N8Maynard91/m365-mcp

71/100 Code
14 tools

Nav2 MCP Server

by ajtudela

Enables control and monitoring of Nav2 navigation operations, including navigation, waypoints, costmap management, and lifecycle control, through the MCP protocol.

ajtudela/nav2_mcp_server

71/100 Code
6 tools

GCP Sales Analytics MCP Server

by miames

Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public datasets through an AI agent that automatically routes questions to the appropriate data source for sales and e-commerce analytics.

miames/gcp_mcp

71/100 Code
1 tools

veryfi-mcp-server

by veryfi

Integrates Veryfi for document processing, enabling data extraction from documents via the Model Context Protocol.

veryfi/mcp-server

71/100 Code
6 tools

AutoCAD MCP Server

by vigneshpbmenon

Enables AI agents to interact with AutoCAD through Python automation to draw geometric shapes like lines, circles, and polylines in real-time. It facilitates direct control of a running AutoCAD instance on Windows for basic geometric element creation.

vigneshpbmenon/autocad-mcp-server

71/100 Code
9 tools

Kion MCP Server

by kionsoftware

Enables interaction with the Kion platform for cloud cost management, governance, and compliance through natural language.

kionsoftware/kion-mcp

71/100 Code
7 tools

M3Mgine

by 13auth

MCP server enabling AI agents to enforce corrected rules as durable pre-output checks, manage processed memory, and query a temporal knowledge graph.

13auth/M3Mgine

71/100 Code
16 tools

google-keep-mcp

by davenicoll

Enables AI-powered management of Google Keep notes, including search, create, update, delete, archive, and label operations.

davenicoll/google-keep-mcp

71/100 Code
15 tools

cutterMCP

by ap425q

MCP Server for Cutter

ap425q/CutterMCP

71/100 Code
1 tools

Calculator MCP Server

by shauryakumar09

Provides a calculator tool that can evaluate mathematical expressions over the Model Context Protocol.

ShauryaKumar09/Calculator_MCP-

71/100 Code
6 tools

Dev Tool MCP

by osins

Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.

osins/dev-tool-mcp

71/100 Code
1 tools

MCP-demo

by ageorgiev-bg

MCP server that demonstrates PostgreSQL database interaction, providing a tool to retrieve user data from a users table.

ageorgiev-bg/MCP-demo

71/100 Code
3 tools

Cover Letter MCP Server

by andreacadonna

Generates professional PDF cover letters using LaTeX with advanced folder management capabilities. Integrates with Claude Desktop to create beautifully formatted cover letters with customizable organization by company, role, or industry.

AndreaCadonna/cover-letter-mcp

71/100 Code
10 tools

GeneChat MCP Server

by natecostello

A local-first MCP server that annotates whole-genome VCF files and lets you query pharmacogenomics, disease risk, and carrier status through natural language.

natecostello/genechat-mcp

71/100 Code
19 tools

WLST MCP Server

by sps-tech-is-now

MCP server for Oracle WebLogic Server administration using WLST, enabling server lifecycle, application deployment, monitoring, and diagnostics.

SPS-Tech-is-now/weblogic-mcp

71/100 Code
6 tools

Datastore MCP Server

by hashkrish

Enables AI assistants to interact with Google Cloud Datastore, allowing them to create, read, update, delete entities, and perform queries with filtering and ordering.

hashkrish/datastore-mcp

71/100 Code
13 tools

anyvm

by anyvm-org

Controls BSD and Illumos VMs using natural language commands.

anyvm-org/mcp

71/100 Code
9 tools

ModelScope MCP Server

by modelscope

Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources, including image generation, resource discovery, and more through conversational interactions.

modelscope/modelscope-mcp-server

71/100 Code
5 tools

Quack MCP Server

by smhajimirzaei

An intelligent continuous integration server that provides automated Python code analysis, linting, and static type checking through the Model Context Protocol. It enables AI assistants to perform quality assessments and run tests using tools like pylint, mypy, and pytest.

smhajimirzaei/QUACK-MCP-SERVER

71/100 Code
13 tools

nr-mcp

by texan-nxtassist

Lets AI assistants interact with Node-RED to read flows, search nodes, edit function code, deploy changes safely, and manage modules.

Texan-NXTassist/nr-mcp

71/100 Code
31 tools

ya-metrics-mcp

by mrkhachaturov

MCP server for Yandex Metrika analytics, enabling AI assistants to access traffic, content, demographics, conversion, e-commerce, and drill-down reports.

mrkhachaturov/ya-metrics-mcp

71/100 Code
5 tools

Amazon Q Web Documentation Reader

by lumos-labs-hq

Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.

Lumos-Labs-HQ/amazon-q-docMCP

71/100 Code
7 tools

Facebook Ads Library MCP

by heymramit

A powerful MCP server for Facebook Ads Library that provides 15+ tools for competitive intelligence, creative analysis, and performance prediction, enabling users to search, monitor, and analyze advertising data.

heymramit/facebook-ads-library-mcp

71/100 Code
24 tools

Chrome DevTools MCP Server

by xrealsys

Provides comprehensive Chrome browser debugging capabilities including DOM inspection, network monitoring, console logs, JavaScript execution, breakpoint debugging, and screenshot capture for AI-assisted frontend development.

XRealSys/chrome-devtool-mcp

71/100 Code
22 tools

Percepta MCP Server

by 0x-hewm

Provides browser automation, AI-powered analysis, visual processing, web scraping, automated test generation, and DevTools analysis capabilities. Supports multiple AI providers (OpenAI, Anthropic, Google, Ollama) for intelligent web interaction and data extraction.

0x-hewm/percepta-mcp

71/100 Code
3 tools

job104-mcp

by mozzan

Searches 104 job listings with natural-language filters and retrieves full postings via MCP tools.

mozzan/job104-mcp

71/100 Code
2 tools

txt-to-md-mcp

by astly123

Enables writing text content to Markdown files with folder organization and overwrite control, and listing recent Markdown files.

ASTLY123/txt-to-md-mcp

71/100 Code
10 tools

USAspending MCP

by jsconiers

A free, key-less MCP server for querying U.S. federal spending data from USAspending.gov, including contracts, grants, loans, recipients, agencies, and geographic breakdowns.

jsconiers/usaspending-mcp

71/100 Code
tools pending

mcp-library-docs

by roznet

Provides AI assistants with access to design documentation across multiple code libraries, enabling discovery of existing utilities and patterns to avoid reimplementation.

roznet/mcp-library-docs

71/100 Code
tools pending

authentik-mcp

by nikitatsym

MCP server for Authentik identity provider enabling management of users, groups, apps, tokens, flows, and policy bindings through natural language.

nikitatsym/authentik-mcp

71/100 Code
3 tools

Portable MCP Web Scraper

by kaigouthro

Efficient web scraping MCP server with a two-step workflow for token-efficient content extraction. Supports previewing HTML structure, targeted scraping, and entire documentation site crawling.

kaigouthro/portable-mcp-webscraper

71/100 Code
5 tools

onetrueclaude-creator/mcp-knowledge-gaps

by onetrueclaude-creator

Scans markdown vaults to identify concepts mentioned but not defined, ranks gaps by priority, and generates research questions or random long-tail topics to fill knowledge gaps.

onetrueclaude-creator/mcp-knowledge-gaps

71/100 Code
2 tools

ChuangSi AI Model Content Protection

by chuangsiaihub

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

chuangsiaihub/chuangsi-mcp-python

71/100 Code
25 tools

Post-Quantum Cryptography MCP Server

by scottdhughes

Enables AI assistants to perform quantum-resistant cryptographic operations using NIST-standardized algorithms including ML-KEM, ML-DSA, and SPHINCS+. Supports key generation, encryption, digital signatures, and security analysis for post-quantum cryptography research and development.

scottdhughes/post-quantum-mcp

71/100 Code
3 tools

Superlinked MCP Server

by hovav698

Enables AI assistants to create and query multi-dimensional vector indexes from structured data files using Superlinked's vector search framework, supporting semantic search, recency, numerical, and categorical filtering.

hovav698/superlinked_mcp_server

71/100 Code
tools pending

Wikipedia MCP Server

by orishmila

Provides access to Wikipedia through 10 tools including search, article retrieval, summarization, and fact extraction, with multi-language support and robust error handling.

OriShmila/wikipedia-mcp-server

71/100 Code
10 tools

Google Calendar MCP Server

by joecardoso13

An MCP server that provides access to the Google Calendar API, allowing AI assistants to list and retrieve calendar items via OAuth 2.0 tokens.

JoeCardoso13/mcp-google-calendar

71/100 Code
19 tools

KlinikMCP

by onatozmenn

A drug and clinical information MCP server for Turkish healthcare professionals, integrating TİTCK, SGK, openFDA, and PubMed data with ChatGPT and Claude.

onatozmenn/klinik-mcp

71/100 Code
2 tools

UPS MCP Server

by ups-api

Enables AI agents to integrate with UPS shipping and logistics capabilities, including package tracking with delivery status and transit information, and address validation for U.S. and Puerto Rico locations.

UPS-API/ups-mcp

71/100 Code
10 tools

gametheory-mcp

by ryuxik

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

ryuxik/gametheory-mcp

71/100 Code
tools pending

MCP DataBridge

by 0xnadr

Enables AI agents to interact with the Titanic passenger database via MCP, providing tools for querying, analysis, and exploration.

0xNadr/mcp_databridge

71/100 Code
3 tools

MCP Sentinel

by zuga-luga

Runtime call-chain anomaly monitor for MCP servers that detects emergent attacks and rug-pull patterns by analyzing sequences of tool calls across sessions.

Zuga-luga/mcp-sentinel

71/100 Code
6 tools

Grok-MCP-Claude

by yukincom

A single-file MCP server that enhances Claude Desktop with real-time web and X search, multi-tool agent, and image/video generation via xAI's Grok.

yukincom/grok-mcp-claude

71/100 Code
2 tools

Amazon MCP Server

by r123singh

Enables scraping Amazon product details and searching for products on Amazon through natural language queries. No API keys required as it scrapes publicly available Amazon pages.

r123singh/amazon-mcp-server

71/100 Code
tools pending

Claude Desktop Research MCP Server

by cholhwanjung

Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.

cholhwanjung/research-mcp

71/100 Code
9 tools

swiss-statistics-mcp

by malkreide

Provides AI-native access to Swiss Federal Statistical Office datasets through 9 tools for querying education, population, and cross-cantonal comparisons without authentication.

malkreide/swiss-statistics-mcp

71/100 Code
tools pending

Databricks MCP Server

by paris3169

A Model Context Protocol server that provides tools for querying, updating, and exploring Databricks SQL Analytics tables.

paris3169/MCP-practice

71/100 Code
tools pending

nutrition-mcp

by ispas-catalin

Local-first nutrition tracker MCP server for Hermes, enabling food, alias, recipe, and meal log management with SQLite persistence.

Ispas-Catalin/hermes-nutrition-mcp

71/100 Code
tools pending

mcp-server-vector-search

by miosomos

Combines Neo4j graph database with vector search using OpenAI embeddings for intelligent semantic search across knowledge graphs.

miosomos/mcp-server-vector-search

71/100 Code
2 tools

Dual-Model MCP Server

by skewliness

An MCP server that orchestrates a dual-model workflow using Claude Opus for high-level code generation and Codex for automated code review and bug fixing. It provides tools for framework design, task classification, and quality assurance to optimize software development.

skewliness/claude-mcp

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