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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DocsetMCP
by codybrom
Provides AI assistants with instant access to local Dash documentation docsets and cheatsheets, enabling offline documentation searches across 165+ programming languages, frameworks, and developer tools directly within conversations.
codybrom/DocsetMCP
rstudio-mcp
by wwwwwyang-0220
Access your live RStudio session from any MCP-capable client. Inspect objects, preview data, and execute R code directly in the current RStudio environment.
wwwwwyang-0220/rstudio-mcp
Microsoft Planner MCP Server
by binaryflow
Enables MCP clients to list, view details of, and update Microsoft Planner tasks grouped by bucket.
binaryFlow/planner-mcp
Portfolio Manager MCP Server
by ikhyunan
MCP Server: Investment Portfolio Management
ikhyunAn/MCP_InvestmentPortfolio
sql-sop-mcp
by pawansingh3889
MCP server that integrates sql-sop SQL linter into LLM clients, enabling linting SQL queries and listing lint rules via chat tools.
Pawansingh3889/sql-sop-mcp
Jira MCP Server
by brianstone
Jira MCP Server
brianstone/jira-mcp-server
Skills Search MCP
by artur282
A powerful MCP server that brings the skills.sh ecosystem directly to your AI agents, enabling effortless discovery, installation, and management of skills.
artur282/skills-mcp
Claude Session Logger
by goosefly99
A local MCP server that records completed tasks to daily JSONL files and promotes substantial work to a cumulative weekly Markdown worklog, providing persistent, searchable logs of AI-assisted productivity.
goosefly99/claude_sessions_logger
cy-excel-mcp
by flaltangyi
Parses WeChat order messages, merges follow-up updates, and writes structured orders into a OneDrive Excel workbook through Microsoft Graph.
flaltangyi/chat-order-excel-mcp
Coinbase Trade Assistant MCP
by angrysky56
Provides intelligent cryptocurrency trading assistance using Coinbase Advanced Trade API, with automated technical analysis screening and real-time market insights.
angrysky56/coinbase-trade-assistant-mcp
Suno Autopilot MCP
by voidreapercmxcix
An MCP server that enables local AI models to automatically generate lyrics and style prompts, then submit songs to Suno via browser automation.
voidreapercmxcix/Suno-AutoPilot-mcp
Shodan MCP Server
by null-create
Enables to search and analyze internet-connected devices using the Shodan API, with tools for host search, DNS, scanning, exploits, alerts, and more.
null-create/shodan-mcp-server
XO MCP Server
by sharmasuraj0123
Provides seamless integration with the XO platform for container deployment, application lifecycle management, and knowledge base operations. Enables AI assistants to deploy, manage, and interact with applications on XO infrastructure through natural language commands.
sharmasuraj0123/xo-mcp-server
zotero-mcp
by nadavweisler
Read-only MCP server for browsing, searching, and exporting a Zotero library from AI assistants.
nadavWeisler/zotero-mcp
Spotify MCP Server
by skibidihorneti1345
A robust MCP server that connects Spotify playback, search, and library management to LLM agents via tools, with dual authentication and reliable token handling.
SkibidiHorneti1345/spotify-mcp
camoufox-reverse-mcp
by whitenightshadow
An anti-detection browser MCP server designed for JavaScript reverse engineering through the Camoufox engine. It enables AI assistants to perform dynamic debugging, function hooking, and network interception while bypassing sophisticated bot detection mechanisms.
WhiteNightShadow/camoufox-reverse-mcp
ElevenLabs MCP Server
by abdulhadi-98
Official MCP server that enables interaction with ElevenLabs Text to Speech and audio processing APIs. It allows generating speech, cloning voices, transcribing audio, and creating sound effects through natural language.
abdulhadi-98/elevenlabs-mcp
scheduler-mcp
by raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with SQLite ledger, executing scheduled notifications, scripts, and LLM agents with MCP tools.
raphyduck/scheduler-mcp
Cloudera Iceberg MCP Server
by peterableda
Provides read-only access to Iceberg tables via Apache Impala, enabling LLMs to inspect database schemas and execute SQL queries on Iceberg data.
peterableda/iceberg-mcp-server-original
Amazon Ads API MCP SDK
by netzsicht
Enables AI-powered advertising applications by providing MCP-compliant tools to interact with Amazon Ads API for campaign management, reporting, and optimization.
NetzSicht/amazon_ads_mcp
IMAP MCP Server
by alobarquest
Enables Claude to read, search, send, and manage emails across multiple IMAP/SMTP accounts via a single deployment.
AlobarQuest/imap-mcp-server
poranos-mcp-ainpc
by kkoba23
Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conversation logs via natural language, including scenario versioning and audit logging.
kkoba23/poranos-mcp-ainpc
Memory MCP
by jerryzhongj
Provides project memory management for Claude Desktop, storing memories as Markdown files with intelligent keyword-based retrieval and automatic creation/update decisions by LLM.
JerryZhongJ/memory-mcp
VulniCheck
by andrasfe
AI-powered security scanner for Python projects and GitHub repositories. Detects vulnerabilities, secrets, and provides AI risk assessment.
andrasfe/vulnicheck
ModelAtlas
by rohanvinaik
Enables LLMs to search open-source AI models by semantic meaning using directional coordinates and anchors, returning scored, ranked results in under 100ms.
rohanvinaik/ModelAtlas
CoreRag
by tj-neary
Enables Claude Desktop to perform local-first semantic search, ingest documents, and manage a private knowledge base with hybrid search, PII redaction, and multi-format support.
TJ-Neary/CoreRag
Smart Home MCP Server
by jui-hung-yuan
Controls TAPO L530E smart light bulbs via MCP, supporting on/off, brightness, and color temperature, with local and remote AWS deployment.
jui-hung-yuan/smarthome-mcp-lab
litemcp
by wong2
A TypeScript framework for building MCP servers elegantly
wong2/litemcp
Weather MCP
by jayleonc
Provides weather query capabilities including current weather, daily/hourly forecasts, air quality data, and weather alerts through QWeather API integration with JWT-based authentication.
Jayleonc/weather-mcp
OpenAI Complete MCP Server
by aiamblichus
MCP server for OpenAI text completion
aiamblichus/mcp-openai-complete
mcp101
by 1995parham-learning
A sample MCP server built with FastMCP that demonstrates basic tools and a Google OAuth integration for accessing Google APIs like Calendar.
1995parham-learning/mcp101
forex-predict-mcp
by sleepingtalent
Provides XGBoost-based directional predictions (UP/DOWN) for EURUSD and GBPUSD forex pairs via MCP tools, including feature extraction and signal generation.
SleepingTalent/forex-predict-mcp
Slack MCP Server with SSE Transport
by dvelopment
Slack MCP Server with SSE transport
dVelopment/slack-mcp-server-sse
FinTS-Finanzen
by ng-bullseye
Read-only MCP server for FinTS/HBCI banking; enables account information retrieval such as balances and transactions via PIN-TAN.
NG-Bullseye/FinTS-Finanzen
device-controller-mcp
by geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take screenshots, click, type, manage windows, and more.
geojakes/device-controller-mcp
mindnode-mcp
by masamitsu-konya
Enables reading and writing MindNode mind maps directly by parsing their on-disk format, without AppleScript or Shortcuts.
masamitsu-konya/mindnode-mcp
DOC-Intelligence-MCP-SERVER
by saran-kumar-s
Enables LLMs to dynamically search, scrape, and query official documentation of libraries like uv, OpenAI, LangChain, and LlamaIndex via Google Serper and Groq.
SARAN-KUMAR-S/DOC-Intelligence-MCP-SERVER
Recall MCP Server
by recallnet
Enables interaction with Recall services for blockchain storage operations, including account management, bucket creation, and object CRUD.
recallnet/recall-mcp
Pine Assistant MCP Server
by 19pine-ai
A local MCP server that lets any LLM agent manage Pine AI tasks — negotiate bills, cancel subscriptions, resolve disputes, and make phone calls on your behalf.
19PINE-AI/pine-mcp-server
Google Ads MCP Server
by coracote
Enables natural language access to Google Ads campaigns, accounts, and performance metrics via Claude, with tools for managing ad groups, keywords, budgets, and visualizing data.
CoraCote/google-ads-mcp-server
clangd-mcp
by schuay
Bridges AI assistants to clangd for C/C++ code intelligence, providing tools for symbol search, definitions, references, type info, and more.
schuay/clangd-mcp
MCP Chat
by meeramendhe
A command-line interface application enabling interactive chat with AI models via the Anthropic API. It supports document retrieval, command-based prompts, and extensible tool integrations through the MCP architecture.
MeeraMendhe/MCP-
Webots MCP
by punithkrishnakeepudi
Bridges AI agents with Webots robotics simulation, enabling natural language control of Nao robots and visual perception.
punithkrishnakeepudi/webots-mcp-server
petropt/petro-mcp
by petropt
MCP server that gives LLMs access to petroleum engineering data and tools. Parse well logs, query production data, fit decline curves, calculate EUR, and run nodal analysis -- all through natural language with any MCP-compatible AI assistant.
petropt/petro-mcp
LLM Jukebox
by jabberjabberjabber
Enables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.
jabberjabberjabber/llm-jukebox
stockprice-mcp
by ajtgjmdjp
MCP server for stock prices, historical data, FX rates, and ticker search, powered by yfinance with no API key required. Designed for Claude Desktop.
ajtgjmdjp/stockprice-mcp
MCP Proxy Server
by adamwattis
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface
adamwattis/mcp-proxy-server
mcp-airflow
by antonio-mello-ai
MCP server exposing Apache Airflow REST API operations as tools — list DAGs, inspect runs and task instances, trigger DAG runs, and check failed DAGs and scheduler health
antonio-mello-ai/mcp-airflow
notion-mcp-server
by kuldeepjha5176
Enables natural language interaction with Notion workspace, including search, page/database management, markdown conversion, and productivity shortcuts.
KuldeepJha5176/notion-mcp-server
adaptive-memory-graph
by raskolnikovdd
Enables persistent, intelligent memory across sessions using a weighted, interconnected graph that evolves through conversation.
raskolnikovdd/adaptive-memory-graph
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