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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).

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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.

39,570 MCPs on the index

Page 452 of 792

69/100 Code
35 tools

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

69/100 Code
9 tools

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

69/100 Code
8 tools

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

69/100 Code
1 tools

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

69/100 Code
6 tools

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

69/100 Code
45 tools

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

69/100 Code
4 tools

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

69/100 Code
4 tools

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

69/100 Code
2 tools

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

69/100 Code
13 tools

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

69/100 Code
28 tools

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

69/100 Code
61 tools

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

69/100 Code
12 tools

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

69/100 Code
2 tools

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

69/100 Code
18 tools

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

69/100 Code
5 tools

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

69/100 Code
7 tools

Brazilian PEP MCP Server

by williamoliv

Enables searching and querying Brazilian politically exposed persons and federal public servants data through natural language.

williamoliv/MCPserverBrazilianPEP

69/100 Code
2 tools

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

69/100 Code
3 tools

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

69/100 Code
2 tools

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

69/100 Code
tools pending

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

69/100 Code
7 tools

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

69/100 Code
3 tools

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

69/100 Code
57 tools

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

69/100 Code
2 tools

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

69/100 Code
1 tools

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

69/100 Code
23 tools

ReadyTrader-FOREX

by up2itnow0822

Enables AI agents to perform forex trading operations through brokerages with risk controls and safety guardrails.

up2itnow0822/ReadyTrader-FOREX

69/100 Code
1 tools

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

69/100 Code
10 tools

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

69/100 Code
2 tools

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

69/100 Code
3 tools

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

69/100 Code
13 tools

SpotiPy MCP

by mikechuckroast

Enables searching Spotify and managing playlists from any MCP client using natural language.

MikeChuckRoast/SpotiPyMcp

69/100 Code
11 tools

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

69/100 Code
42 tools

capitalcom-mcp-server

by simontarara62

Unofficial Model Context Protocol server for the Capital.com Open API (built on capitalcom-cli)

SimonTarara62/capitalcom-mcp-server

69/100 Code
3 tools

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

69/100 Code
11 tools

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

69/100 Code
13 tools

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

69/100 Code
8 tools

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

69/100 Code
9 tools

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

69/100 Code
27 tools

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

69/100 Code
7 tools

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

69/100 Code
3 tools

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

69/100 Code
4 tools

Nightman

by falcon305

MCP server for hunting bugs in Python functions via adversarial input generation and minimized regression tests.

Falcon305/nightman

69/100 Code
1 tools

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

69/100 Code
11 tools

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

69/100 Code
5 tools

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

69/100 Code
33 tools

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

69/100 Code
35 tools

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

69/100 Code
2 tools

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

69/100 Code
4 tools

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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