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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lark-agent
by wulnut
A dual-mode MCP server for integrating Feishu/Lark project management, enabling task CRUD, advanced filtering, and seamless integration with AI assistants and automation workflows.
Wulnut/lark_agent
Indico MCP Server
by elizavetara
Provides access to CERN Indico public events, enabling search, retrieval of event details, and listing of upcoming events through natural language.
elizavetaRa/cern-indico-mcp
WinSight MCP
by theoewzzer
Windows Screen Capture MCP Server — give Claude Code eyes on your Windows desktop.
TheoEwzZer/WinSight-MCP
knowledge-forge-mcp
by bharathgnana
Enables AI coding tools to turn a list of links into a verified, browsable knowledge base with grounded summaries via MCP tools for update, validation, and enrichment.
bharathgnana/knowledge-forge
jan-mcp
by pdurlej
Converts raw GitHub notes into polished Polish release notes, PR descriptions, and changelogs using predefined workflows.
pdurlej/jan-subagent
Research Buddy MCP Server
by usama1002
A literature review assistant that enables AI agents to search, explore, and cite academic papers via the Semantic Scholar API. It provides 15 specialized tools for tasks like advanced search, citation graph analysis, and generating formatted citations.
Usama1002/research-buddy-mcp
Stargate Bridge MCP
by kukapay
An MCP server that enables cross-chain token transfers via the Stargate protocol.
kukapay/stargate-bridge-mcp
Brain MCP Server
by greghughespdx
Enables interaction with Brain service for thought management, including saving thoughts with metadata, quick capture with auto-classification, searching, and retrieving entries through natural language.
greghughespdx/brain-mcp-server
MCP Knowledge Base Server
by vianel
Enables semantic search over knowledge-base articles and listing of sample support tickets using MCP tools.
vianel/mcp-poc
News MCP Server
by praveen-radakirouchenane
A server that provides tools to search news articles and fetch top headlines using the GNews API.
praveen-radakirouchenane/remote-mcp
Skill Context Manager
by mavis2103
Provides context-aware skill selection for AI agents, reducing token usage by 85-98% and improving accuracy through semantic retrieval, session memory, and feedback learning.
Mavis2103/skill-context-manager
Freshservice MCP Server
by leemangold
Enables AI models to interact with Freshservice IT service management platform, allowing automated ticket management, change requests, asset tracking, and solution article operations through natural language commands.
LeeMangold/freshservice_mcp
Context7 MCP Server
by tsiongk
Provides up-to-date library documentation by resolving library names and fetching docs via the Context7 API.
tsiongk/context7
brainforge-mcp
by mengro1102
An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health reporting.
mengro1102/brainforge-mcp
yunwen-doc-ai-platform
by 1644156
提供文档智能问答的MCP服务器,支持查询知识库、获取会话历史和清理会话历史。
1644156/yunwen-doc-ai-platform
synapse-mcp
by cnzhihao
An intelligent memory and knowledge retrieval server that helps AI programming assistants remember and reuse solutions from previous conversations.
cnzhihao/synapse-mcp
hatena-blog-mcp
by mtb-beta
Enables users to fetch, search, and manage Hatena Blog entries and categories via MCP tools, with caching for fast performance.
mtb-beta/hatena-blog-mcp
Spotify MCP Server
by samitmohan
Connects Claude to Spotify, enabling play control, playlist management, lyrics retrieval, and music recommendations through natural language.
samitmohan/spotify-mcp
Cuba-Exec
by leandropg19
Advanced shell command execution for AI agents — a Model Context Protocol (MCP) server with security policy engine, process lifecycle management, bounded output capture, POSIX signals, and token-efficient responses.
LeandroPG19/cuba-exec
PyBaMM MCP Server
by aurbanec
Enables LLM-powered IDEs to search PyBaMM documentation and source code, with tools for full-text search, reading doc pages, and browsing source files from a local clone.
AUrbanec/pybamm_mcp
Claude Code MCP - Agent Orchestration Platform
by nexus-digital-automations
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-level isolation, enabling collaborative AI development workflows on multiple codebases with task-based inter-agent communication and persistent state management.
Nexus-Digital-Automations/Claude_Code_MCP_2
mcp-sing
by luizrodrigues034
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen plotter using deterministic toolpath compilation and SHA-256 locking.
luizrodrigues034/mcp-sing
devdoc
by vision-release
A documentation MCP server that crawls websites and Git repositories, stores them as Markdown, and provides tools to search and retrieve documentation for local LLMs and AI agents.
vision-release/devdoc
TrendRadar
by xhh-im
A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.
xhh-im/TrendRadar
qsale-mcp
by qsale-io
MCP server for the QSale headless commerce platform enabling catalog, content, navigation, segments, and more via a propose→review→apply pattern.
qsale-io/qsale-mcp-server
mcp-meteo
by kerryanopmace
Provides real-time weather and forecasts via Open-Meteo, supporting queries by coordinates or city name.
KerryanOPMace/mcp-meteo
Food Order Bot MCP Server
by leomessi2140
Enables menu browsing, recommendation requests, and shopping cart management through a Model Context Protocol interface. Users can interact with food order services to query items and handle order additions or removals via natural language.
leomessi2140/MCP-SAMPLE
py-mcp-server-template
by tuhinmallick
A template for creating custom MCP servers in Python using uv, with integration instructions for Claude Desktop or Cursor.
tuhinmallick/py-mcp-server
Gemini Image Generation MCP Server
by affanshaikhsurab
Provides image generation capabilities using Google's Gemini 2.0 Flash Preview model through the MCP protocol, enabling AI assistants to generate high-quality images from text prompts.
AffanShaikhsurab/image-generation-gemini-mcp
Favro MCP
by truls27a
An MCP server for interacting with the Favro project management platform. It enables users to manage organizations, boards, columns, and cards through actions like task creation, assignment, and status updates.
truls27a/favro-mcp
Documentation Search (Groq + Serper)
by aiwithhassan
Combines web search through Serper API with Groq's language models to intelligently extract and structure clean, readable content from documentation sites for popular libraries like LangChain, LlamaIndex, OpenAI, and UV package manager.
aiwithhassan/mcp-server-python
traders-edge-mcp
by jsconiers
Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Greeks, dealer exposure, volatility term structure, and economic events, using free delayed market data.
jsconiers/traders-edge-mcp
dart-notes-mcp
by kim-go-chon
Enables precise search of financial statement footnotes from Korean DART electronic disclosure, filtering by market, industry, and topic with high precision through rule-based topic matching.
kim-go-chon/dart-notes-mcp
rustfs-mcp
by stackblaze
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling management of S3-compatible buckets and objects through natural language.
stackblaze/rustfs-mcp
mcp-pymetasploit3
by daedalus
Enables interaction with Metasploit Framework via the msfrpc protocol, exposing tools for module management, session control, and exploitation through MCP.
daedalus/mcp-pymetasploit3
Varity MCP Server
by varity-labs
Enables AI coding tools to scaffold, build, and deploy Node.js or Python apps to Varity with a single command, automatically provisioning databases and backend services.
varity-labs/varity-mcp
nima-career-mcp
by nima-karami
Exposes Nima Karami's curated, public-safe career history. Allows AI to select and tailor pre-approved material for queries.
nima-karami/nima-career-mcp
mcp-redis-monitor
by antonio-mello-ai
FastMCP server with read-only tools to monitor Redis — queue depths, Celery queue status, connected clients, server/memory info, and per-database key counts
antonio-mello-ai/mcp-redis-monitor
lerobot-mcp
by noah-wardlow
Typed MCP server for Hugging Face LeRobot workflows. Provides a structured, auditable interface for LeRobot CLI, examples, datasets, and dataset conversion.
noah-wardlow/lerobot-mcp
Agent Arena MCP Server
by pratiikpy
Enables external agents to vet trades via a signed safety firewall, retrieve live leaderboard rankings, and list competing agents in a tournament environment.
Pratiikpy/agent-arena
Expense Tracker MCP Server
by mhd-faraz
Enables AI-driven expense tracking and budget management, including adding expenses, setting budgets, analyzing trends, forecasting, and managing savings goals via natural language.
mhd-faraz/Expense-Tracker-MCP
gameLLM
by deese
An MCP server that provides structured game data and scraped guides for video games, enabling natural language queries via Claude Code skills. Currently supports Clair Obscur: Expedition 33 with tools to search pictos, weapons, bosses, and more.
deese/gameLLM
PentestMCP
by youssefsahnoun
Enables LLMs to perform Active Directory penetration testing using tools like NetExec, Bloodhound, Nmap, Certipy, and John the Ripper. Automates vulnerability discovery, attack path analysis, and documentation generation for security assessments.
YoussefSahnoun/PentestMCP
MCP-Claude-AI Server
by minopeef
Enables AI-assisted 3D scene manipulation in Cinema 4D via natural language, using an MCP server that communicates with a C4D plugin.
minopeef/MCP-Claude-AI
Blender MCP
by harveyxiacn
Enables AI assistants to control Blender 3D software through natural language, with tools for modeling, materials, animation, rendering, and rigging.
harveyxiacn/blender-mcp
Arelle
by thekinghippopotamus
Processes and analyzes XBRL financial filings via the Arelle XBRL processor with SEC EDGAR integration.
thekinghippopotamus/arelle-mcp
Mem0 MCP Server
by alexcz-a11y
Enables storing and searching memories via Mem0 API directly from Cursor, allowing natural language interaction with persistent memory.
alexcz-a11y/mem0MCP
MCP Server Template
by danksai
A minimal template for deploying Model Context Protocol servers on Render with Streamable HTTP transport, bearer token authentication, and an example hello tool.
Danksai/mcp-server-python-mqngetev
proxmox-mcp-server
by edasan0568
Enables management of Proxmox VE environments via the Proxmox API, including node listing, guest management, and VM/LXC creation with Cloud-Init.
edasan0568/proxmox-mcp-server
mcp-rs485
by daedalus
MCP server that exposes RS485 bus connectivity, enabling AI assistants to read and write serial data to RS485 devices through tools like list_ports, connect_rs485, and read_rs485.
daedalus/mcp-rs485
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