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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).

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.

39,570 MCPs on the index

Page 796 of 792

41/100
tools pending

flight-search-mcp

by alan5543

alan5543/flight-search-mcp

41/100
tools pending

Travel Planner MCP Server

by dasbalvinderdas

Provides weather-aware travel planning tools that fetch 3-day forecasts and generate structured itineraries using a multi-agent orchestration system. It exposes specialized agents for weather data and trip planning to any MCP-compliant client.

DasBalvinderDas/travel-planner-mcp-server

41/100
tools pending

TreeSitter Code Structure MCP Server

by darkeden-coding

Analyzes source code across multiple languages to extract structural elements like classes, functions, and parameters using tree-sitter. It provides LLM-optimized markdown output that includes nesting levels, line numbers, and signatures to facilitate codebase navigation.

DarkEden-coding/CodeStructureMCP

41/100
tools pending

simple-mcp

by pcparts001

A simple HTTP-based MCP server that provides demo tools (get_test_string, echo, check_maintenance), greeting prompts, and test resources, with optional OAuth 2.1 support.

pcparts001/simple-mcp

41/100
tools pending

eGov MCP — Cameroun

by landryjacques237

AI-native eGovernment platform for Cameroonian public services, providing tools for tax calendar, social contributions, and company searches via MCP.

LANDRYJACQUES237/egov-mcp

41/100
tools pending

TickTick MCP Server

by felores

A security-hardened MCP server for TickTick that enables managing your tasks directly through any MCP-compatible client.

felores/ticktick-mcp-server

41/100
tools pending

漏洞扫描 MCP 服务器

by xteam-wing

Mcp services by marshal

XTeam-Wing/Marshal-MCP

41/100
tools pending

KotorMCP

by th3w1zard1

MCP server for interacting with Knights of the Old Republic game installations, enabling resource discovery, inspection, and analysis for AI agents.

th3w1zard1/KotorMCP

41/100
tools pending

TheMCP-server

by aravind-tronix

Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail through a master MCP server with a Streamlit UI optimized for Claude.

aravind-tronix/TheMCP-server

41/100
tools pending

Gamito

by nerkyzas157

Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plans, shopping lists, and meal swaps using a fully local deterministic engine.

nerkyzas157/gamito

41/100
tools pending

Power BI

by asklokesh

Integrates with Power BI for business analytics and data visualization.

asklokesh/powerbi-mcp-server

41/100
tools pending

Claude MCP File Server

by erosao

A file management system powered by Claude AI that provides document access and manipulation through MCP protocol and Telegram bot integration, enabling users to interact with files via natural language commands.

ErosAO/MCP

41/100
tools pending

MCP OCI OPSI Server

by adibirzu

Enables comprehensive monitoring and analysis of Oracle Cloud Infrastructure database fleets through natural language interfaces. It supports performance troubleshooting, capacity planning, and automated DBA workflows across multi-tenant environments using specialized tools and playbooks.

adibirzu/mcp_oci_opsi

41/100
tools pending

LangGraph RAG MCP

by pedarias

Retrieval-Augmented Generation system serving LangGraph documentation through the Model Context Protocol, enabling semantic search and context-aware responses.

pedarias/langgraph-rag-mcp

41/100
tools pending

pytorch-mcp

by bitingsnakes

A full-featured MCP server for PyTorch documentation workflows, providing tools for search, symbol lookup, code examples, troubleshooting, and question-answering using local docs.

BitingSnakes/pytorch-mcp

41/100
tools pending

synapsis

by teamolimpo

Unified durable team memory MCP server with tools for session management, task tracking, handoff protocol, and search, plus a multi-provider LLM client.

teamolimpo/synapsis

41/100
tools pending

Google Docs & Gmail MCP Server

by aarushig09

Enables appending text to Google Docs and creating Gmail drafts with interactive approval via terminal.

AarushiG09/Aargee-MCP-Server

41/100
tools pending

Houdini MCP Server

by kif11

Enables AI assistants to control Houdini by executing Python code, querying scene information, and creating nodes via the Model Context Protocol.

Kif11/houdini-mcp-server

41/100
tools pending

Netmiko MCP Server

by ntunes

Enables management of network devices via SSH using Netmiko, supporting command execution, configuration management, and concurrent operations across multiple vendors.

ntunes/netmiko-mcp-server

41/100
tools pending

Britive MCP Server

by britive

Enables AI agents and users to interact with the Britive platform for dynamic access, query configurations, reporting, and access activity.

britive/mcp-server

41/100
tools pending

mcp-sandbox

by kkamal11

A sandbox MCP server for testing and debugging MCP tools and interactions via the MCP Inspector.

kkamal11/mcp-sandbox

41/100
tools pending

GrantIQ

by bch1212

MCP server providing AI agents structured access to US federal grant and contract opportunities from Grants.gov and SAM.gov.

bch1212/mcp-grantiq

41/100
tools pending

Maître d'MCP

by devingoodsell

An MCP server for restaurant discovery and booking across Resy and OpenTable via natural language. It integrates Google Places data with dietary preferences, visit history, and weather awareness to provide personalized dining recommendations and group reservation management.

devingoodsell/matire-d-mcp

41/100
tools pending

CreateOS MCP

by nodeops-app

Deploy, manage, and scale applications directly from your AI assistant.

NodeOps-app/createos-mcp

41/100
tools pending

jenny-mcp-server

by rhadar12

Enables AI agents to interact with the Windows desktop environment, including browser control, clipboard, file management, GitHub, Roblox Studio, OCR, and more, with a privileged approval system for risky actions.

RhaDar12/jenny-mcp-server

41/100
tools pending

Chanty

by asklokesh

Integrates with Chanty team collaboration platform for messaging and task management.

asklokesh/chanty-mcp-server

41/100
tools pending

ha-mcp-for-xiaozhi

by c1pher-cn

Homeassistant MCP server for 小智AI

c1pher-cn/ha-mcp-for-xiaozhi

41/100
tools pending

ARGENTUM

by giskard09

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation. Karma-weighted verification, slashing, Kleros disputes. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard.

giskard09/argentum-core

41/100
tools pending

DNS MCP Server

by stanibaj

A comprehensive DNS query server that enables querying all types of DNS records, including A, AAAA, MX, TXT, NS, CNAME, SOA, PTR, SRV, CAA, and DNSSEC checks, as well as advanced tools like WHOIS-style lookup and DNS delegation tracing.

stanibaj/dns-mcp-server

41/100
tools pending

code-rag-golang

by nullptr-z

AI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.

nullptr-z/code-rag-golang

41/100
tools pending

Google MCP Server

by yv12

A server enabling appending text to Google Docs and creating Gmail drafts via OAuth 2.0 with manual approval.

yv12/MCP--Server-Yash

41/100
tools pending

mcp-server-osascript

by fradser

Secure AppleScript execution for AI applications via Model Context Protocol with configurable security profiles and automatic TCC permission handling.

FradSer/mcp-server-osascript

41/100
tools pending

Substack MCP Server

by jessicaruthabbott

Enables programmatic management of Substack content, including creating drafts, publishing posts, and uploading images. It supports specialized features like live blogging and posting to Substack Notes through MCP-compatible AI tools.

jessicaruthabbott/my-substack-mcp

41/100
tools pending

FineData MCP Server

by quality-network

Enables AI agents to scrape any website by providing tools for JavaScript rendering, antibot bypass, and automatic captcha solving. It supports synchronous, asynchronous, and batch scraping operations with built-in proxy rotation.

quality-network/finedata-mcp

41/100
tools pending

Jama Abstract MCP Server

by aliemregencer

Provide a flexible MCP server implementation that integrates with external tools and resources to enhance LLM applications. Enable dynamic interaction with data and actions through a standardized protocol, improving the capabilities of AI agents. Simplify the connection between language models and real-world context for more effective automation and assistance.

aliemregencer/jama-abstract-mcp-v2

41/100
tools pending

WWIDE MCP Server

by kulvir88

A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero, enabling AI agents to perform CRUD operations, search, and manage data across these platforms through natural language.

kulvir88/salesforce-mcp

41/100
tools pending

inspect-logs-mcp

by pranshusrivastava

Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation logs directly from tools like Claude Code and Cursor. It provides capabilities to list logs, view evaluation summaries, and inspect conversation histories for specific samples.

PranshuSrivastava/inspect-logs-mcp

41/100
tools pending

student-services-mcp

by edyvision

A Demo Student Services Model Context Protocol Server

EdyVision/student-services-mcp

41/100
tools pending

DevLens MCP

by y4nn777

An open-source MCP server that provides AI assistants with structured, token-efficient web context through specialized tools for searching, scraping, and deep research. It streamlines developer workflows by delivering optimized Markdown content directly into IDEs like VS Code, eliminating the need for manual browser switching.

Y4NN777/devlens-mcp

41/100
tools pending

mcp-blender-server

by tinhtinhcd

A Python-based MCP server for integrating Blender and 3D modeling capabilities with OpenClaw AI agents.

tinhtinhcd/mcp-blender-server

41/100
tools pending

ViewMax Studio MCP

by jcmach01

Enables Claude to generate AI videos using ViewMax Studio's video generation tools, including prompt and script creation, smart model selection, cost preview, and task status tracking.

jcmach01/viexmax_mcp

41/100
tools pending

renfield-mcp-filesystem

by ebongard

Watches local and SMB folders for settled new files and pushes them into the Renfield knowledge base and Paperless over REST; also provides interactive MCP tools for browsing and on-demand file ingestion.

ebongard/renfield-mcp-filesystem

41/100
tools pending

mcp-voicevox-server

by init-ikuya

MCP server that synthesizes Claude Code responses into Japanese speech using VOICEVOX, enabling audible feedback during development.

init-ikuya/mcp-voicevox-server

41/100
tools pending

Pornhub MCP Server

by talhelf

Provides real-time statistics and market insights for the adult entertainment industry using data from major platforms and Google Trends. It enables users to analyze performer rankings, platform analytics, and global search trends through natural language queries.

Talhelf/ph-mcp

41/100
tools pending

mymcpservercli

by charlesthebird

A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.

Charlesthebird/mymcpservercli

41/100
tools pending

OpenWrt MCP Controller

by dbshadow

Enables management and control of OpenWrt devices via a simple API, including reboot, status checks, log reading, and LED control.

dbshadow/openwrt-mcp

41/100
tools pending

gemini-faf-mcp

by wolfe-jam

Persistent project context for Google Gemini. 12 MCP tools for .faf Project DNA — auto-detect your stack, validate, score, and sync across CLAUDE.md, GEMINI.md, and AGENTS.md. Python/FastMCP. IANA-registered format (application/vnd.faf+yaml). 183 tests. One file, every AI platform.

Wolfe-Jam/gemini-faf-mcp

41/100
tools pending

calibre-mcp

by xmkevinchen

An MCP server for managing local Calibre libraries using the calibredb CLI. It allows users to search books, manage metadata, and retrieve EPUB file paths through natural language commands.

xmkevinchen/calibre-mcp

41/100
tools pending

plotly-mcp-cursor

by arshlibruh

Enables creating Plotly charts from natural language in Cursor, supporting a wide variety of trace types with full customization.

arshlibruh/plotly-mcp-cursor

41/100
tools pending

Claude-Patent-Creator

by robthepcguy

USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and autonomous agents.

RobThePCGuy/Claude-Patent-Creator

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