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.
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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.
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Google BigQuery MCP Server
by garethcull
Enables natural language exploration and querying of Google BigQuery datasets through four tools: listing datasets, inspecting table schemas, generating SQL queries with LLM assistance, and executing approved queries.
garethcull/google-bigquery-mcp
Shopify Dev MCP Server for Zed
by thebeyondgroup
A context server extension to add Shopify Dev MCP server to Zed
TheBeyondGroup/zed-mcp-server-shopify-dev
Brainstorm MCP Server
by vquand
An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaboration.
vquand/brainstorm-mcp
Universal AI Hub
by volkansah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gated access to AI providers and web search with structural sandboxing.
VolkanSah/Universal-AI-Hub
LinkedIn MCP Server
by ibm
A professional Model Context Protocol (MCP) server for LinkedIn content creation, featuring a shadcn-inspired component system, 10 performance-tuned themes, and data-driven optimization based on 1M+ post analysis.
IBM/chuk-mcp-linkedin
g-gremlin-salesforce-mcp
by mikeheilmann1024
A dedicated Model Context Protocol server that enables AI clients to interact with Salesforce tools for data analysis and management via the g-gremlin CLI. It supports both read-only and write-enabled operations for seamless integration with tools like Claude Desktop and Cursor.
mikeheilmann1024/g-gremlin-salesforce-mcp
Plaud MCP
by humanly-labs
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull transcripts, and ask Claude about your notes — directly from chat.
Humanly-Labs/plaud-mcp
Mooring
by seayniclabs
Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.
seayniclabs/mooring
Malt MCP Server
by leombm
Enables reading your Malt freelance profile, statistics, and missions through browser automation.
LeoMbm/malt-mcp
grimoire
by penthertz
Enables AI models to search and retrieve offline security knowledge from over 20 curated sources including HackTricks, PayloadsAllTheThings, and OWASP guides, via the Model Context Protocol.
PentHertz/grimoire
Artificial Virtual Assistant (AVA)
by ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Virtual Assistant (AVA) integrated with the Gmail API. It enables users to automate email management and personal tasks through secure Google OAuth authentication.
Ayoub-etoullali/Model-Context-Protocol-MCP
SoManyLemons MCP
by nomiddleinc
AI-powered content marketing MCP server for creating branded video reels, LinkedIn posts, image quotes, and more via the /lemons command.
NoMiddleInc/somanylemons-mcp
PyAutoGUI-MCP
by chigwell
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse control, keyboard input, and screenshot capture.
chigwell/pyautogui-mcp
shigechika/aruba-central-mcp
by shigechika
MCP server for Aruba Central that exposes access point, switch, and wireless client status to MCP-compatible AI assistants via STDIO transport.
shigechika/aruba-central-mcp
JamfMCP
by liquidz00
An async MCP server for Jamf Pro integration, providing AI assistants with tools for computer health analysis, inventory management, and policy monitoring.
liquidz00/jamfmcp
1C MCP Toolkit
by roctup
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, supporting a built-in HTTP server (no Python required) or a Python proxy mode.
ROCTUP/1c-mcp-toolkit
skill-scanner
by shrav89
🔍 Discover and analyze AI skills in your projects with Skill Scanner to enhance development and improve security.
shrav89/skill-scanner
IoT MCP Server
by duke-cei-center
Enables AI assistants to read sensor data from IoT devices and dispatch data collection tasks through a unified interface supporting multiple protocols.
Duke-CEI-Center/IoT-MCP-Servers
sg-mobility-mcp
by jimmytbc
A grounded Singapore travel-planning brain for your AI personal assistant.
jimmytbc/sg-mobility-mcp
Harvestr
by angelogiacco
Manage customer feedback and product discoveries on Harvestr.io
angelogiacco/harvestr-mcp
wrds-mcp
by marianosalinas
Provides AI assistants with natural language access to WRDS financial data for credit and equity analysis through 29 specialized tools. It enables users to query bond history, credit ratings, financial metrics, and syndicated loans using simple conversational prompts.
marianosalinas/wrds_mcp
Huawei AppGallery Connect
by agimaulana
Manage Huawei AppGallery Connect app publishing including APK/AAB uploads, metadata updates, phased rollouts, and release submissions.
agimaulana/huaweiappgallerymcp
Date Calculator AI MCP
by csoai-org
Date Calculator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/date-calculator-ai-mcp
mcp-market-ru
by devids77
MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.
devids77/mcp-market-ru
Azure OpenAI GPT-Image-1 MCP Server
by ww-ai-lab
Enables AI assistants to generate and edit images using Azure OpenAI's gpt-image-1 model through the Model Context Protocol.
WW-AI-Lab/azure-gpt-image
Lark AgentCore Gateway Interceptor MCP Server
by aws-samples
Enables Bedrock agents to act as a Lark user, performing document operations (list, create, edit, delete) and identity verification via Lark's REST API, with per-user credential injection through a Gateway Interceptor.
aws-samples/sample-lark-identity-on-agentcore-interceptor
RV MCP Server
by geddart
Bridges AI assistants to Autodesk RV for managing media review sessions through natural language commands. Users can control playback, compare shots, and adjust color grading without needing any external plugins.
Geddart/rv-mcp
OathScore
by moxiespirit
Real-time world state and independent API quality ratings (0-100) for AI trading agents. Exchange status, volatility (VIX/VVIX/SKEW), economic events, and data source reliability — 8 tools.
moxiespirit/oathscore
google-mcp
by giantrotta24
Multi-account Google MCP server providing read access to Gmail and Calendar via stdio. Supports secure authentication for personal and work accounts with OAuth and keychain token storage.
giantrotta24/multi-account-google-mcp
YouTube Video Downloader MCP
by josetapiauex
An advanced MCP server that enables asynchronous downloading of YouTube videos and playlists with features for job tracking and library management. It utilizes yt-dlp and an SQLite database to store metadata, monitor download status, and manage content through Claude Desktop.
JoseTapiaUex/MCP-download
mcp-swarmia
by smattila
Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.
smattila/mcp-swarmia
MCP ArchiMate Server
by dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML format. Query elements, create relationships, design diagrams, and sync changes to Git through natural language.
dqxorg/mcp-archimate
MCP-Deep-Researcher
by sid12super
A multi-agent research system that decomposes complex queries into targeted sub-questions, searches the web in parallel, scores source credibility, and synthesizes findings into structured markdown reports.
sid12super/MCP-Deep-Researcher
pfSense Enhanced MCP Server
by mmaxwellcb
Enables natural language interaction and management of pfSense firewalls through Claude and other GenAI applications using the Model Context Protocol. It provides advanced tools for firewall rule configuration, interface management, and intelligent log analysis via a REST API integration.
MmaxwellCB/Pfsesen_MCP_2
Weather MCP Server
by kisekixy
Provides real-time weather data for Chinese cities and global locations via wttr.in API, supporting tools like get_weather and list_supported_cities.
Kisekixy/weather-mcp-server
heap-seance
by segfaultsorcerer
MCP server that provides 8 tools for Java memory leak investigation: \- Class histograms, GC pressure snapshots, JFR recordings, heap dumps, MAT leak suspects analysis, async-profiler allocation profiles \- Structured confidence-based verdicts (none/low/medium/high) requiring independent signal corroboration \- Designed for use inside Claude Code with two slash commands
SegfaultSorcerer/heap-seance
unbrowser
by protostatis
Lightweight local MCP browser for LLM agents. Runs JavaScript, follows links, fills forms, manages cookies, and returns compact BlockMaps without Chrome.
protostatis/unbrowser
mcp-sse
by mifunedev
🔌🔄 Simple MCP Server Deployment
mifunedev/mcp-sse
postgresql-mcp-server
by zzhroot1998
A postgresql mcp that you can run your DQL SQL though it
zzhRooT1998/postgresql-mcp-server
Mcp Dingdingbot Server
by hundunonline
钉钉webhook MCP server
HundunOnline/mcp-dingdingbot-server
mindbody-mcp
by nobanks
MCP server for Mindbody, enabling AI agents to fetch client info, query class schedules, book classes/appointments (env-gated), and process checkout (payment-gated).
NoBanks/mindbody-mcp
Legal Court MCP Server
by aiagentkarl
MCP Server providing AI agents access to over 3 million US court decisions via CourtListener and EU legislation via EUR-Lex, with tools for searching cases, citations, judges, and court information.
AiAgentKarl/legal-court-mcp-server
MCP Translation Server
by kybvwhxw
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
KYBvWHxW/mcp-translation-server
Grokipedia MCP Server
by theonetrueniz
Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.
TheOneTrueNiz/mcp-grokipedia-tool
mcp-server-nmap
by daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap for port scanning, service detection, and host discovery via synchronous, asynchronous, and streaming interfaces.
daedalus/mcp-server-nmap
MCP Gateway
by solnera
A Home Assistant custom integration that provides standalone MCP server endpoints for each device, enabling per-device tools and auto-discovery via mDNS.
solnera/ha-mcp-gateway
Gmail MCP Server
by david-strejc
Enables Gmail management via MCP, including email search, retrieval, labeling, sending, and forwarding through IMAP and SMTP.
david-strejc/gmail-mcp-server
mcp-atlassian-extended
by sumanrio
Extend and simplify interaction with Atlassian APIs by providing enhanced Python tools for efficient project and issue management.
sumanrio/mcp-atlassian-extended
sifa-mcp
by gabrielmahia
MCP server for portable reputation and skills passports in East Africa — worker profiles, verified service records, trust scores, and professional references for economic mobility. 6 tools.
gabrielmahia/sifa-mcp
nano-banana-mcp
by denialgelon
A minimal MCP server that wraps Google Gemini image generation, enabling users to generate images via a single tool prompt in Claude Code or other MCP hosts, with automatic filename collision handling.
DenialGelon/nano-banana-mcp
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