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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rosclaw-ur-rtde-mcp
by ros-claw
MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE protocol, enabling motion, force, I/O, and gripper operations.
ros-claw/ur-rtde-mcp
MCP Universal Test Suite Generator
by gigici99
Enables AI assistants to analyze Java and Web projects, automatically generate unit tests (JUnit) and end-to-end tests (Selenium), and execute them directly through Maven or NPM commands.
gigici99/mcp
MCP Local Context
by steedmonteiro
A simple MCP server for local documentation with RAG capabilities, enabling AI assistants to access and search local documents.
SteedMonteiro/mcp-local-context
weather-mcp-server
by sahilgoswami0901indiamart
A minimal MCP server that provides weather data using Open-Meteo API, designed as a teaching tool for improving AI agent tool interfaces.
sahilgoswami0901indiamart/tech-learning-session
korean-public-data-mcp
by songt-50
Enables AI to query real-time Korean public data including weather, real estate prices, air quality, economic indicators, and business registration via natural language.
SongT-50/korean-public-data-mcp
mcp-mediastack
by aderaaij
Provides 45 tools for monitoring and managing a Docker-based media stack, including Sonarr, Radarr, and other services.
aderaaij/mcp-mediastack
withings-mcp
by madebydia
Read-only Model Context Protocol server for Withings weight and body-composition history, providing normalized measurements, weight history, and latest measurements via OAuth 2.0.
madebydia/withings-mcp
agent-gate
by jott2121
An MCP server that enforces fail-closed deterministic checks, independent refute-first review, and tamper-evident hash-chained receipts for AI agent outputs before claiming completion.
Jott2121/agent-gate
GPT Search Orchestrator
by hhhpgwto-max
A read-only MCP server that searches Chinese and global public platforms and fetches public pages, marking evidence status without judging truth.
hhhpgwto-max/gpt-search-orchestrator
Datadis MCP Server
by jaimegruiz
Enables AI agents to access and analyze Spanish electricity consumption data via the Datadis API, providing tools for supply management, consumption analysis, anomaly detection, and executive reporting.
Jaimegruiz/datadis-mcp
elevenlabs-mcp
by neomorrison
A full-featured MCP server for the ElevenLabs API that brings text-to-speech, speech-to-text, voice cloning, sound effects, music, audio isolation, dubbing, and account tools to any MCP client.
neomorrison/elevenlabs-mcp
FortiGate MCP Server
by juststank
Enables programmatic management of FortiGate firewall devices through MCP, supporting firewall policies, network objects, virtual IPs, routing, and interface management with Cursor IDE integration.
juststank/ftg_mcp
h1-brain
by imattas
Connects AI assistants to HackerOne bug bounty history, program scopes, and public disclosed reports for searching, analyzing, and generating attack briefings.
imattas/HackerOne-Brain
Finance News RSS MCP Server
by jvenkatasandeep
Enables fetching and searching real-time finance news from major RSS feeds like Bloomberg, WSJ, CNBC, Seeking Alpha, MarketWatch, and Financial Times.
jvenkatasandeep/finance-news-mcp
design-review-mcp
by fanghaoling
Multi-model adversarial design review MCP server that distributes design documents to multiple LLMs, retrieves project knowledge, and produces calibrated consensus summaries.
fanghaoling/brainregion
RCE CHO SPARQL MCP Server
by rschalkrce
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology context, query validation, and predefined tools.
rschalkrce/MCP-server-RCE-CHO-http
Brazilian PEP MCP Server
by williamoliv
Enables searching and querying Brazilian politically exposed persons and federal public servants data through natural language.
williamoliv/MCPserverBrazilianPEP
Fill-Rite MCP
by ribeck18
Enables AI agents to interact with a user's Fill-Rite fuel management system, with token refresh handling for continuous access.
ribeck18/fill-rite-mcp
copilot-memory-mcp
by pradeeps
Cross-session memory layer for GitHub Copilot agent mode that stores fixes/decisions in SQLite and provides tools for save, search, and recall via MCP.
pradeeps/copilot-mem-mcp
rag-mcp
by keith-hoka
Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, allowing any MCP client to perform graph-augmented and hybrid retrieval with JWT auth.
Keith-hoka/rag_mcp
backlog-mcp-server
by mcpflow
Enables interaction with Backlog project management tools, allowing users to manage projects, issues, and wikis through natural language.
mcpflow/backlog-mcp-server
privacy-dsar-mcp-server
by aiagentkarl
Enables GDPR privacy compliance and DSAR management, including creating, tracking, and updating Data Subject Access Requests, checking GDPR compliance, and maintaining a data processing inventory through MCP tools.
AiAgentKarl/privacy-dsar-mcp-server
AstroStellar MCP Server
by zhaopeng309
An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to construct and interpret natal charts through natural language conversation, integrating a knowledge base of classical texts.
zhaopeng309/AstroStellar
konquest-meta-ads-mcp
by eastmapquest735
A Windows-ready MCP server to manage Meta Ads with Claude Code, providing ad creation, targeting checks, diagnostics, and safety gates for supervised ad operations.
Eastmapquest735/konquest-meta-ads-mcp
mcp-intro
by hugol4ka
A demo MCP server that connects an AI to external systems by exposing Python functions as tools and data as resources, using the stdio transport.
Hugol4ka/mcp-intro
yacy-mcp
by koosty
Enables AI applications to perform web searches using a YaCy search engine instance through the Model Context Protocol.
koosty/yacy-mcp
ReadyTrader-FOREX
by up2itnow0822
Enables AI agents to perform forex trading operations through brokerages with risk controls and safety guardrails.
up2itnow0822/ReadyTrader-FOREX
Medusa Slack Gate
by mister-phil
Human-in-the-loop approval gate for MCP agents, classifying tool calls by risk and requiring Slack-based human approval for medium/high risk actions.
Mister-Phil/slack-agent-security-gate
tibet-voice-cache-mcp
by jaspertvdm
Enables MCP-compatible AI clients to store and recall voice conversation context by caching user and AI utterances, supporting formatted context summaries for multi-turn voice interactions.
jaspertvdm/tibet-voice-cache-mcp
Weather MCP Server
by dinuka-kasun-medis
Provides weather alerts and forecasts via the National Weather Service API, enabling Claude to answer weather-related queries.
dinuka-kasun-medis/weather
MCP Trust Layer
by pst291291
Security scanner and trust verification layer for MCP ecosystem, enabling users to scan PyPI packages and GitHub repos for secrets, dangerous patterns, and prompt injection vectors, and compare security scores.
pst291291/mcp-trust-layer
SpotiPy MCP
by mikechuckroast
Enables searching Spotify and managing playlists from any MCP client using natural language.
MikeChuckRoast/SpotiPyMcp
mcp-bring
by mekanics
Enables AI assistants to read and manage your Bring! shopping lists through natural language commands like adding items, marking purchases, and retrieving list contents.
mekanics/mcp-bring
capitalcom-mcp-server
by simontarara62
Unofficial Model Context Protocol server for the Capital.com Open API (built on capitalcom-cli)
SimonTarara62/capitalcom-mcp-server
recall
by giulioder
MCP server exposing memory search, index, and stats tools for agents, with honesty guards to prevent re-litigation of settled decisions.
GiulioDER/RE-call
GhostInTheShell MCP
by pronzzz
A sandboxed, read-only MCP server that safely exposes system metrics, container diagnostics, and logs to AI agents with intelligent context compression and strict security measures.
pronzzz/GhostInTheShell-mcp
polycode
by h19overflow
MCP server providing 13 tools to control opencode, Gemini CLI, and Qwen Code AI coding agents with session continuity and auth checking.
h19overflow/polycode
Trading MCP Server
by vaishnavik23
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's interface. Allows users to query current market data for stocks using natural language commands.
VaishnaviK23/Trading-MCP-Server
kmux
by creative-koalas
A terminal emulator MCP server specifically engineered for LLMs with block-oriented design that organizes command input/output into recognizable blocks and semantic session management. Enables AI to efficiently use terminals for writing code, installing software, and executing commands without context overflow.
creative-koalas/kmux
noveletary
by penta2himajin
A local MCP server for maintaining internal consistency in fiction writing, with constraint-based fact checking, branching, and author-oracle conflict resolution.
penta2himajin/noveletary
mixcloud-mcp
by nelsonra
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, artist lookup, uploads, and user profile access.
nelsonra/mixcloud-mcp
LinkedIn Post MCP
by raffaele86
An MCP server that lets you publish posts to your LinkedIn profile using the official LinkedIn API, with support for markdown formatting and OAuth authentication.
Raffaele86/linkedin-post-mcp
Nightman
by falcon305
MCP server for hunting bugs in Python functions via adversarial input generation and minimized regression tests.
Falcon305/nightman
weather-mcp
by henriquemenezes
MCP server for weather forecasts. It receives a city name and returns the weather forecast using the OpenWeather API.
henriquemenezes/weather-mcp
rviz-mcp
by mergeos-bounties
MCP server enabling AI agents to control RViz2 displays, fixed frames, and views, with offline mock support for CI and demos.
mergeos-bounties/rviz-mcp
Professional Python MCP Server
by bash20cu
A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.
bash20cu/mcp-server-python
mcp-m365-mgmt
by thiagogbeier
Enables AI assistants and automation tools to manage Microsoft 365, Entra ID, and Intune resources through 32 tools for user/device/file management and infrastructure monitoring.
thiagogbeier/mcp-m365-mgmt
MuJoCo MCP
by robotlearning123
Advanced robotics simulation platform enabling AI assistants to control complex physics simulations via natural language, built on MuJoCo and MCP.
robotlearning123/mujoco-mcp
gotify-mcp
by jmagar
MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.
jmagar/gotify-mcp
mcp-email-search-server
by liu10250510
Enables AI agents to search and retrieve emails from Yahoo accounts using keywords, folder, date range, and attachment filters.
liu10250510/mcp-email-search-server
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