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The MCP Trust Index.

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.

23,461 MCPs on the index

Page 306 of 470

69/100 Code
11 tools

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

69/100 Code
9 tools

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

69/100 Code
3 tools

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

69/100 Code
2 tools

Portfolio Manager MCP Server

by ikhyunan

MCP Server: Investment Portfolio Management

ikhyunAn/MCP_InvestmentPortfolio

69/100 Code
2 tools

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

69/100 Code
tools pending

Jira MCP Server

by brianstone

Jira MCP Server

brianstone/jira-mcp-server

69/100 Code
7 tools

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

69/100 Code
5 tools

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

69/100 Code
11 tools

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

69/100 Code
5 tools

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

69/100 Code
9 tools

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

69/100 Code
30 tools

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

69/100 Code
8 tools

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

69/100 Code
13 tools

zotero-mcp

by nadavweisler

Read-only MCP server for browsing, searching, and exporting a Zotero library from AI assistants.

nadavWeisler/zotero-mcp

69/100 Code
25 tools

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

69/100 Code
36 tools

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

69/100 Code
25 tools

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

69/100 Code
3 tools

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

69/100 Code
2 tools

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

69/100 Code
21 tools

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

69/100 Code
9 tools

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

69/100 Code
20 tools

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

69/100 Code
4 tools

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

69/100 Code
19 tools

VulniCheck

by andrasfe

AI-powered security scanner for Python projects and GitHub repositories. Detects vulnerabilities, secrets, and provides AI risk assessment.

andrasfe/vulnicheck

69/100 Code
10 tools

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

69/100 Code
32 tools

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

69/100 Code
4 tools

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

69/100 Code
tools pending

litemcp

by wong2

A TypeScript framework for building MCP servers elegantly

wong2/litemcp

69/100 Code
5 tools

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

69/100 Code
1 tools

OpenAI Complete MCP Server

by aiamblichus

MCP server for OpenAI text completion

aiamblichus/mcp-openai-complete

69/100 Code
6 tools

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

69/100 Code
2 tools

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

69/100 Code
tools pending

Slack MCP Server with SSE Transport

by dvelopment

Slack MCP Server with SSE transport

dVelopment/slack-mcp-server-sse

69/100 Code
4 tools

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

69/100 Code
16 tools

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

69/100 Code
10 tools

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

69/100 Code
1 tools

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

69/100 Code
tools pending

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

69/100 Code
19 tools

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

69/100 Code
69 tools

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

69/100 Code
9 tools

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

69/100 Code
2 tools

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-

69/100 Code
12 tools

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

69/100 Code
19 tools

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

69/100 Code
3 tools

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

69/100 Code
4 tools

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

69/100 Code
tools pending

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

69/100 Code
7 tools

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

69/100 Code
27 tools

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

69/100 Code
11 tools

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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