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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.

39,570 MCPs on the index

Page 808 of 792

41/100
tools pending

Google Workspace MCP

by ngoquocviet2001

Enables reading and extracting structured data from Google Docs and Sheets, including text, tables, formulas, and images. It supports advanced image handling and multiple authentication methods for interacting with private and public workspace files.

NgoQuocViet2001/google-workspace-mcp

41/100
tools pending

BookBridge-MCP

by polly2014

MCP server for Chinese-to-English book translation and document processing, providing tools, resources, and prompts for efficient translation workflows.

Polly2014/BookBridge-MCP-Server

41/100
tools pending

GitHub PR MCP Server

by aaaxianyu

Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, and Feishu/Lark knowledge base for structured summaries.

AAAxianyu/MCP_PRDairy

41/100
tools pending

Backlink SEO

by vipul510-web

Classic SEO suites charge heavily for link indexes. This MCP gives individuals and agencies a free, automatable path to: surface pages that mention a brand (linked or not), narrow guest-post and resource-page angles, see who links to competitors, verify whether a page links to you, and pull contact signals for outreach—all orchestrated by Claude or Cursor through typed tools instead of brittle cop

vipul510-web/mcp-backlink-for-seo

41/100
tools pending

VC_replan-mcp

by vcnoc

Enables multi-dimensional architecture review of technical solutions with web intelligence and knowledge base auto-sedimentation, acting as a logical security gateway for Claude Code.

VCnoC/VC_replan-mcp

41/100
tools pending

QIDI Studio MCP Server

by vladyankovenko

Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to read and write filament, process, and machine presets via the Model Context Protocol.

VladYankovenko/qidi-studio-mcp

41/100
tools pending

sage-mcp

by ltaysh0

Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.

ltaysh0/sage-mcp

41/100
tools pending

Shopee MCP Server

by datdtpl-maker

Enables AI agents to automate product listing on Shopee via the Shopee Open Platform API, including OAuth2 authentication, product creation, image upload, and category lookup, with a mock mode for testing.

datdtpl-maker/Shopee-MCP-Server

41/100
tools pending

Qiskit MCP Server

by barvhaim

Unofficial Model Context Protocol (MCP) server that enables LLMs to build and execute quantum circuits using Qiskit.

barvhaim/qiskit-mcp-server

41/100
tools pending

Void MCP Filesystem Server

by edibletuber

A secure, sandboxed MCP server that provides Void Editor with safe filesystem access, enabling AI to create, read, modify, and delete files with comprehensive security controls.

EdibleTuber/mcp-server

41/100
tools pending

nodriver-proxy-mcp

by bobongku

Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic interception, and a Python sandbox to autonomously write and execute security exploits.

BobongKu/nodriver-proxy-mcp

41/100
tools pending

MCP Cybersecurity Server

by josemiteba

Enables vulnerability analysis by querying CVE data through the CIRCL API and provides professional security risk assessments for SOC and Blue Team operations. It integrates tools for searching vulnerabilities with resources like risk matrices and operational playbooks to help remediate security threats.

josemiteba/mcp-cybersecurity-server

41/100
tools pending

Weeek MCP Server

by alekmel

Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP tools for AI clients, enabling task, project, and workspace management via natural language.

AlekMel/weeek-mcp-server

41/100
tools pending

Sticky Notes

by alexandrukovacs

File-based sticky notes server that provides tools for adding, clearing, and reading notes with resource access to the most recent note and prompt generation for note summaries.

alexandrukovacs/mcp-server

41/100
tools pending

Apple EventKit MCP Server

by snarris

Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a custom hashtag-based tagging system.

snarris/apple-eventkit-mcp

41/100
tools pending

MCP Servers⚡️

by thejasmeetsingh

A bunch of MCP servers...Initially created to learn more about MCP. Now I continue to create these servers because I’m having fun😁

thejasmeetsingh/mcp-servers

41/100
tools pending

NASA MCP Server

by adithya1012

Provides access to NASA's public APIs including Astronomy Picture of the Day, Mars Rover Images, and Near Earth Objects data, enabling users to query and retrieve space-related information through natural language.

adithya1012/NASA-MCP-Server

41/100
tools pending

GitHub GraphQL API MCP

by wanzunz

A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval capabilities through GraphQL.

wanzunz/github_graphql_api_mcp

41/100
tools pending

MCP Database Query Server

by vicus-brits

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

Vicus-Brits/mcp-server

41/100
tools pending

MCP Ping Server

by sadeghtkd

Enables Claude Desktop to perform network ping tests and internet connectivity checks.

sadeghtkd/ping-mcp-server

41/100
tools pending

PostGIS Yukon MCP

by zmgiser

Enables natural language and geospatial queries on PostGIS databases, with 32 tools for spatial analysis, geometry operations, and database management.

zmGiser/PostGIS_Yukon_MCP

41/100
tools pending

MCP Weather Server

by damerakd

Provides tools to retrieve current weather conditions and daily forecasts for cities worldwide using the Open-Meteo API. This Python-based server enables MCP-compatible clients to access real-time meteorological data through a standardized interface.

damerakd/mcp-weather-server

41/100
tools pending

ghost-dev-mcp

by kioncloud

An MCP server on AWS Lambda that gives AI assistants read-only access to SQS dead-letter queues and CloudWatch logs for fast incident triage.

KiOnCloud/ghost-dev-mcp

41/100
tools pending

Unstop MCP Server

by codedreamer06

Enables users to discover and search for Unstop hackathons through features like filtering, location-based discovery, and detailed event enrichment. It provides MCP tools and prompts that allow LLMs to compare events, plan searches, and access cached data for fast lookups.

CodeDreamer06/UnstopMCP

41/100
tools pending

ekursy-mcp-py

by markrz-0

Enables AI tools to access student profiles, course lists, grades, page contents, and course materials from the eKursy platform via the Model Context Protocol.

markrz-0/ekursy-mcp-server

41/100
tools pending

DV360 MCP Server

by caspercrause

A Model Context Protocol (MCP) server for Display & Video 360 that provides entity management and performance reporting capabilities.

caspercrause/dv360-ads-mcp-server

41/100
tools pending

Workout Maker MCP Server

by idjohnson

This MCP server enables the generation of structured fitness content, including detailed exercise instructions with image prompts, balanced daily workout sessions, and personalized multi-day training plans. It facilitates the creation of comprehensive workout programs tailored to specific goals, age ranges, and movement patterns.

idjohnson/workoutMakerMCP

41/100
tools pending

ashare-mcp

by maimai-hqw

An MCP server that exposes all 23 baostock data endpoints as tools, including K-line, quarterly financials, performance reports, dividends, industry classification, index constituents, and macro series.

maimai-hqw/ashare-mcp

41/100
tools pending

baby-gpt

by miamia-li

Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration, etc.) to Claude Desktop or Cursor, enabling natural language interaction with these capabilities.

MiaMia-Li/baby-gpt

41/100
tools pending

mcp-identity

by mustafabagdatli-git

Per-request cryptographic user attestation for MCP servers

mustafabagdatli-git/mcp-identity

41/100
tools pending

GitLab MCP Server

by lokimcpuniverse

Integrates GitLab with GenAI applications via the Model Context Protocol, enabling GitLab API operations such as managing projects, issues, and CI/CD through natural language.

LokiMCPUniverse/gitlab-mcp-server

41/100
tools pending

Suricata MCP

by fairyming

An MCP server for validating Suricata rule syntax and testing rules against pcap files to verify alert matching. It automates the testing process by running Suricata and parsing generated alert logs to confirm signature IDs.

fairyming/suricata_mcp

41/100
tools pending

Employee Management MCP Server

by suchitad1950

Enables managing employee records by providing tools to list directories, retrieve detailed profiles, and search for staff by department. It integrates with Claude Desktop to allow users to interact with employee data through natural language commands.

suchitad1950/New-Version-of-MCP-Server

41/100
tools pending

church-mcp

by gabrielmahia

Provides tools to access information about religious institutions and community services in Kenya, including Catholic dioceses, Protestant denominations, Muslim communities, and welfare programs.

gabrielmahia/church-mcp

41/100
tools pending

Twilio Call Service MCP Server

by caleb-overbay4

Enables AI-driven interaction with Twilio call services, including initiating outbound calls and retrieving call history via FastMCP tools.

caleb-overbay4/mcp-server

41/100
tools pending

media-mcp

by lukaskellerstein

An MCP server for AI-powered media generation using Google Gemini, enabling creation of images, videos, music, and speech directly from AI agents.

lukaskellerstein/media-mcp

41/100
tools pending

Logic Analyzer AI MCP

by michelebergo

Enables AI assistants to control Saleae Logic analyzers, capture and analyze digital/analog signals, and export data via MCP.

michelebergo/logic-analyzer-ai-mcp

41/100
tools pending

facets-control-plane-mcp-server

by facets-cloud

Enables management of Facets Control Plane projects, resources, environments, and deployments through Claude, offering secure infrastructure automation workflows.

Facets-cloud/control-plane-mcp-server

41/100
tools pending

SimpleMCP

by dwhite-sys

A lightweight MCP server that auto-discovers tool kits, enabling tools like SQLite queries and web searches via Tavily API.

dwhite-sys/SimpleMCP

41/100
tools pending

Mailchimp MCP Server

by lokimcpuniverse

Integrates Mailchimp with GenAI applications via the Model Context Protocol, enabling email marketing automation through natural language interactions.

LokiMCPUniverse/mailchimp-mcp-server

41/100
tools pending

postgres-mcp-server

by madhurprash

This server enables interaction with PostgreSQL databases through the Model Context Protocol, optimized for the AWS Bedrock AgentCore Runtime. It provides tools for executing read-only queries, exploring database schemas, and monitoring table statistics or slow queries.

madhurprash/postgres-mcp-agentcore

41/100
tools pending

PokeMCP

by adamescj

Play Pokemon Fire Red through mGBA emulator with AI-controlled battles and gameplay.

adamescj/pokemcp

41/100
18 tools

personal-kg-mcp

by tomschell

Auto-captures decision context from multi-agent workflows to preserve the 'why' behind every choice. Enables task traceability, reasoning retrieval, and continuous improvement across planning and implementation sessions.

tomschell/personal-kg-mcp

41/100
tools pending

Feature Evaluation MCP Server

by jaivardhan1209

Enables comprehensive feature engineering for classification datasets with automated preprocessing and 13 specialized analysis tools. Supports feature importance calculation, correlation analysis, recursive feature elimination, and model evaluation with integrated visualization capabilities.

jaivardhan1209/FeatureEngineering

41/100
tools pending

safe-sql-mcp

by ahmedabdirahman1-max

Enables read-only SQL database access for AI assistants, allowing schema exploration and safe query execution without risk of data modification.

ahmedabdirahman1-max/safe-sql-mcp

41/100
tools pending

MCP GraphQL Sales Server

by jambelg

Provides AI assistants with access to sales data from a Northwind-style database through GraphQL queries, enabling natural language requests for orders, customers, products, and analytics.

JamBelg/MCP-graphql-Claude

41/100
tools pending

wazza-mcp-test-server

by gabrielribeirogpx-arch

A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, exposing endpoints for tool discovery and calling.

gabrielribeirogpx-arch/wazza-mcp-test-server

41/100
tools pending

empresa-mcp-demo

by entiemen

Demonstration MCP server for Claude Team integration, enabling querying of sample business data (orders, clients, products) and real-time currency exchange rates through natural language.

ENtiemEN/empresa-mcp-demo

41/100
tools pending

AI MCP System

by venkatanaveen2078909-rgb

An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of AI model logic with document context search.

venkatanaveen2078909-rgb/MCP-server

41/100
tools pending

confluence-mcp

by dmitrykhali

Provides read access to Confluence Server/Data Center pages, sections, tables, and search via the Confluence REST API v1.

DmitryKhali/confluence-mcp

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