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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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23,440 MCPs on the index

Page 285 of 469

69/100 Code
17 tools

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

69/100 Code
4 tools

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

69/100 Code
14 tools

WinSight MCP

by theoewzzer

Windows Screen Capture MCP Server — give Claude Code eyes on your Windows desktop.

TheoEwzZer/WinSight-MCP

69/100 Code
7 tools

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

69/100 Code
16 tools

jan-mcp

by pdurlej

Converts raw GitHub notes into polished Polish release notes, PR descriptions, and changelogs using predefined workflows.

pdurlej/jan-subagent

69/100 Code
15 tools

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

69/100 Code
4 tools

Stargate Bridge MCP

by kukapay

An MCP server that enables cross-chain token transfers via the Stargate protocol.

kukapay/stargate-bridge-mcp

69/100 Code
5 tools

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

69/100 Code
4 tools

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

69/100 Code
2 tools

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

69/100 Code
12 tools

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

69/100 Code
97 tools

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

69/100 Code
2 tools

Context7 MCP Server

by tsiongk

Provides up-to-date library documentation by resolving library names and fetching docs via the Context7 API.

tsiongk/context7

69/100 Code
5 tools

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

69/100 Code
4 tools

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

69/100 Code
9 tools

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

69/100 Code
5 tools

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

69/100 Code
23 tools

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

69/100 Code
6 tools

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

69/100 Code
3 tools

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

69/100 Code
23 tools

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

69/100 Code
21 tools

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

69/100 Code
4 tools

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

69/100 Code
14 tools

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

69/100 Code
110 tools

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

69/100 Code
7 tools

mcp-meteo

by kerryanopmace

Provides real-time weather and forecasts via Open-Meteo, supporting queries by coordinates or city name.

KerryanOPMace/mcp-meteo

69/100 Code
2 tools

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

69/100 Code
3 tools

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

69/100 Code
2 tools

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

69/100 Code
27 tools

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

69/100 Code
1 tools

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

69/100 Code
39 tools

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

69/100 Code
8 tools

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

69/100 Code
23 tools

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

69/100 Code
46 tools

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

69/100 Code
21 tools

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

69/100 Code
11 tools

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

69/100 Code
5 tools

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

69/100 Code
20 tools

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

69/100 Code
6 tools

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

69/100 Code
15 tools

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

69/100 Code
7 tools

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

69/100 Code
26 tools

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

69/100 Code
24 tools

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

69/100 Code
380 tools

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

69/100 Code
46 tools

Arelle

by thekinghippopotamus

Processes and analyzes XBRL financial filings via the Arelle XBRL processor with SEC EDGAR integration.

thekinghippopotamus/arelle-mcp

69/100 Code
2 tools

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

69/100 Code
1 tools

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

69/100 Code
5 tools

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

69/100 Code
6 tools

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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