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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.

23,533 MCPs on the index

Page 228 of 471

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
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

71/100 Code
6 tools

Traffic MCP Server

by lucad-28

Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.

lucad-28/traffict-mcp-server

71/100 Code
15 tools

Terragrunt GCP Tool MCP

by spolspol

Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.

spolspol/terragrunt-gcp-tool-mcp

71/100 Code
1 tools

mcp-server-sparql

by kashif-rabbani

A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabling querying and updating RDF data across various triple stores.

Kashif-Rabbani/mcp-server-sparql

71/100 Code
1 tools

uthere

by odfalik

Camera-based presence detection MCP server for Claude Code. Uses your webcam to check if you're sitting at your computer, and can automatically keep Claude working when you step away.

odfalik/uthere

71/100 Code
3 tools

Data 360 Query MCP Server

by forcedotcom

Enables executing SQL queries against Salesforce Data Cloud from Cursor, with tools to list tables and describe table structure.

forcedotcom/datacloud-mcp-query

71/100 Code
6 tools

Agentpool

by zuga-technologies

A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes.An agent hits an error, calls ask_pool for ranked prior fixes; solves something new, calls post_solution. Semantic search + write-time content shield. Free, Apache-2.0.

Zuga-Technologies/agentpool-mcp

71/100 Code
tools pending

MCP-SOC Middleware

by funphp

Enables AI agents to interact with Splunk SIEM and TheHive SOAR through a unified MCP interface, providing 12 tools for alert triage, case management, and security operations.

funphp/mcp-soc-middleware

71/100 Code
1 tools

Protheus Chat MCP Server

by straider2

MCP server that enables searching a TOTVS Protheus ERP knowledge base using vector similarity and reranking.

Straider2/protheus-mcp

71/100 Code
tools pending

Doc MCP Server

by ceeyang-ai

Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge documents, and perform text conversions via the Model Context Protocol.

ceeyang-ai/doc-mcp-server

71/100 Code
tools pending

Rowan MCP Server

by k-yenko

Enables molecular design and simulation through 45 chemistry tools including pKa calculations, geometry optimization, conformer searches, docking, protein cofolding, and ADMET predictions powered by Rowan's computational chemistry platform.

k-yenko/rowan-mcp

71/100 Code
25 tools

adamamer20/paper-search-mcp-openai

by adamamer20

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

adamamer20/paper-search-mcp-openai

71/100 Code
4 tools

Omni-Video Studio MCP

by mallet-dev

Enables AI agents to edit video using text-based proxies, motion graphics via Hyperframes, and advanced FFmpeg rendering, turning any LLM IDE into a professional video editor.

Mallet-Dev/omni-video-mcp

71/100 Code
2 tools

morosss/sdfsdf

by morosss

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

morosss/sdfsdf

71/100 Code
tools pending

cds-mcp

by mohamedelashri

MCP server for searching and retrieving documents, metadata, and files from CERN Document Server (CDS) with optional CERN SSO authentication.

MohamedElashri/cds-mcp

71/100 Code
5 tools

Telegram Community MCP

by nullnumber1

Enables hybrid search over Telegram community message history, combining full-text and semantic search with incremental sync for Claude Desktop integration.

nullnumber1/Telegram-Community-MCP

71/100 Code
4 tools

FFmpeg Video Processor

by bitscorp-mcp

Enables video manipulation through FFmpeg, offering capabilities to resize videos to different resolutions and extract audio in various formats without leaving the conversation interface.

bitscorp-mcp/mcp-ffmpeg

71/100 Code
12 tools

Spotify MCP Server

by vinay1359

Dual-mode tool server for controlling Spotify through terminal or AI assistants like Claude or ChatGPT.

vinay1359/Spotify-MCP-with-dual-mode

71/100 Code
14 tools

Enneagora E-commerce MCP Server

by slavpilus

Enables customer support across e-commerce platforms by providing order management, product guidance, and account assistance tools through natural language queries.

slavpilus/mcp

71/100 Code
26 tools

Jira MCP Server

by stolostron

A Model Context Protocol server that enables AI applications to interact with Jira issues, projects, and workflows through a standardized interface.

stolostron/jira-mcp-server

71/100 Code
11 tools

DICOM MCP Server for Medical Imaging Systems 🏥

by christianhinge

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

ChristianHinge/dicom-mcp

71/100 Code
14 tools

LinkedIn MCP Pro Max

by mdnaimul22

High-performance autonomous MCP server that turns LinkedIn into an API for AI workflows, enabling profile management, job search, content posting, and document generation.

mdnaimul22/linkedin-mcp-pro-max

71/100 Code
tools pending

LogicProMCP

by shlomyss

A local MCP server that bridges Logic Pro MIDI data via an AUv3 plugin, enabling reading, creating, and manipulating MIDI regions and tracks through tools like read_logic_track and create_midi_region.

shlomyss/LogicProMCP-for-Codex

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