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.
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
MCP Ping Server
by sadeghtkd
Enables Claude Desktop to perform network ping tests and internet connectivity checks.
sadeghtkd/ping-mcp-server
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
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
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
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
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
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
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
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
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
mcp-identity
by mustafabagdatli-git
Per-request cryptographic user attestation for MCP servers
mustafabagdatli-git/mcp-identity
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
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
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
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
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
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
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
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
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
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
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
PokeMCP
by adamescj
Play Pokemon Fire Red through mGBA emulator with AI-controlled battles and gameplay.
adamescj/pokemcp
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
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
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
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
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
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
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
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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