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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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
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
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
job104-mcp
by mozzan
Searches 104 job listings with natural-language filters and retrieves full postings via MCP tools.
mozzan/job104-mcp
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
morosss/sdfsdf
by morosss
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…
morosss/sdfsdf
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
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
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
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
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
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
DICOM MCP Server for Medical Imaging Systems 🏥
by christianhinge
Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)
ChristianHinge/dicom-mcp
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
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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