The MCP Trust Index.

Code Firewall MCP

by egoughnour

A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.

egoughnour/code-firewall-mcp

TOON Context

by aj-geddes

Converts verbose JSON structures to compact TOON format, achieving 40-60% token reduction while maintaining complete data integrity through intelligent pattern detection and automatic compression strategy selection.

aj-geddes/toon-context-mcp

webmin-mcp-server

by gjenkins20

MCP server for Webmin system administration. 61 tools across 12 modules covering system monitoring, services, users, cron, packages, files, storage (SMART + LVM), security (Fail2ban), MySQL databases, Webmin ACL, and disk quotas. Four-tier safety framework with safe mode on by default. Python, MIT license, Docker and local deployment supported.

gjenkins20/webmin-mcp-server

kanban-mcp

by bradrisse

Enables AI assistants to manage Planka kanban boards, including creating, updating, and organizing tasks, lists, and cards via MCP.

bradrisse/kanban-mcp

Donetick MCP Server

by jason1365

MCP server for Donetick chores management, enabling AI assistants to list, create, complete, update, and delete chores with full API integration and rate limiting.

jason1365/donetick-mcp-server

Forge MCP Server

by believemanasseh

MCP server for project scaffolding agent.

believemanasseh/forge-mcp

Zotero Enhanced

by brigealong

Enhanced Zotero integration with queue-based task processing, metadata lookup, attachment resolution, and note writeback.

brigealong/zotero-mcp-enhanced

mcp-audit

by p4st4s

Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits all MCP JSON-RPC tool calls without modifying client or server. Stores to JSONL or SQLite with HMAC-SHA256 signatures.

P4ST4S/mcp-audit

DocGraph

by detective-xh

MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite knowledge graph with CJK+Latin full-text search and cross-document reference tracking. Runs drift audits to surface stale policies, conflicting research claims, superseded ADRs, and undocumented code exports.

Detective-XH/DocGraph

hap-oauth-mcp

by garfield-bb

Provides automated login and credential refreshing for Mingdao (HAP) using Playwright to extract session tokens and cookies. It enables AI tools to maintain authenticated access to Mingdao Cloud for automation scripts and MCP configurations.

garfield-bb/hap-oauth-mcp

mcp-tw-lvr

by asgard-ai-platform

MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural language queries for real estate sales, rentals, and pre-sale housing data.

asgard-ai-platform/mcp-tw-lvr

PodHome MCP Server

by chrislas

An MCP server that integrates with the Podhome API to manage multiple podcast shows. It enables users to create and schedule episodes, generate clips, and manage webhooks through natural language commands.

ChrisLAS/podhome-mcp

yuque-mcp

by lorwy

A Model Context Protocol service that enables AI agents to securely access and operate Yuque knowledge bases via the Yuque OpenAPI.

Lorwy/yuque-mcp

Baseball Stats MCP Server

by aringadre76

Provides comprehensive baseball analytics through 32 tools covering pitching, batting, defensive metrics, and visualizations via the Model Context Protocol, enabling natural language queries for advanced Statcast and MLB statistics.

aringadre76/baseball-stats-mcp

openclaw-health-mcp

by temurkhan13

MCP server for AI agent deployment health — gateway status, CPU/memory/swap, recent errors from journalctl/dmesg, skill registry integrity, upgrade outcomes, cron + disk usage. Each component gets HEALTHY/DEGRADED/CRITICAL classification with overall rollup.

temurkhan13/openclaw-health-mcp

vector-knowledge-graph-mcp

by csoai-org

Enables building and querying vector-based knowledge graphs with node and edge management and semantic search.

CSOAI-ORG/vector-knowledge-graph-mcp

tiktok-trends-mcp

by trendsmcp

Provides TikTok hashtag trend data including volume growth, viral spikes, and historical time series, enabling AI assistants to spot emerging trends before they go mainstream.

trendsmcp/tiktok-trends-mcp

linux-admin-mcp-server

by aiagentkarl

Linux system administration via AI agents — MCP server for managing services, processes, disk, network and logs on Linux systems.

AiAgentKarl/linux-admin-mcp-server

matlab-mcp-server

by flyearth9981

A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code, allowing execution of MATLAB code, workspace management, plotting, and data I/O.

flyearth9981/matlab-mcp-server

National Library of Israel Search MCP

by mula2812

Enables natural language search of the National Library of Israel's digital archive using Claude. Converts conversational queries into structured API calls for exploring cultural, historical, and literary assets.

mula2812/NLI_AI_Search

cert-manager-mcp-server

by pibblokto

Enables management and troubleshooting of cert-manager certificates and resources in Kubernetes, including listing, inspecting, and renewing certificates, managing issuers, and switching Kubernetes contexts.

pibblokto/cert-manager-mcp-server

appicon

by bolens

Resolves desktop and brand icons to local file paths for use in Waybar, Rofi, scripts, and AI agents via an MCP stdio server with tools for resolve, prefetch, cache, sources, packs, and overrides.

bolens/appicon

Minecraft Dedalus MCP

by kevin-liu-01

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

Kevin-Liu-01/minecraft-mcp

AceDataCloud ShortURL

by acedatacloud

URL shortening and management through the AceDataCloud API platform.

acedatacloud/shorturlmcp

YouTube MCP

by roquevaamonde

Enables searching for songs on YouTube and automatically playing them in a web browser using the official YouTube Data API v3. It supports cross-platform execution on Windows, macOS, and Linux with built-in input validation.

roquevaamonde/youtube-mcp

universal-image-mcp

by manu-mishra

MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google Gemini) enabling image generation, transformation, and editing through a unified interface.

manu-mishra/universal-image-mcp

psyXe

by bjenkinsgit

Apple Notes, Reminders, and Contacts for AI assistants with BERT semantic search on macOS.

bjenkinsgit/psyxe-mcp

Weather MCP Server

by megg-ops

基于HelloAgents框架的天气查询MCP服务器，支持12个中国主要城市实时天气查询，使用wttr.in API无需密钥。

megg-ops/weather-mcp-server1

1C_MCP_SERVER_OWN

by alexmiawat

Enables AI agents to interact with 1C:Enterprise databases through natural language, providing metadata retrieval, configuration analysis, and code generation.

AlexMiaWat/1C_MCP_SERVER_OWN

gobbler-mcp

by enablement-engineering

Converts YouTube videos, audio, documents, and web pages to clean markdown with YAML frontmatter, providing AI assistants with structured content via the MCP protocol.

Enablement-Engineering/gobbler

sled-feed

by tobyrichmond12-max

MCP server for US (Mississippi) and UK government procurement feeds. Search live bids and tenders and track what changed over time: deadline moves, new awards, and added documents. Tools: search_opportunities, get_opportunity, list_recent_changes.

tobyrichmond12-max/sled-feed

ghidraMCP

by albertlab0

An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.

albertlab0/GhidraMCP

Office-Word-MCP

by ihatesea69

A Model Context Protocol server for enterprise-grade document automation, enabling AI assistants to create, read, manipulate, and analyze Microsoft Word documents programmatically.

ihatesea69/Office-Word-MCP

Gmail MCP Server

by dhagash2310

A privacy-focused MCP server that grants Claude read-only access to Gmail using strict, user-defined filters to control which emails are exposed. It enables searching and fetching email metadata while ensuring data security through OAuth and localized filter enforcement.

dhagash2310/gmail-mcp

bhe_mcp

by err0n-0x2a

Connects LLMs to BloodHound Enterprise for natural language attack path analysis, Cypher queries, and exploration of Active Directory, Azure/Entra ID, and OpenGraph environments.

err0n-0x2A/bhe_mcp

Memory MCP

by dannymaaz

Persistent project memory for AI models and coding agents. Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.

dannymaaz/memory-mcp

learning-assistant-mcp

by wysernils04

A spaced-repetition study scheduler that syncs with Obsidian notes and uses SBB commute data to optimize study slots.

wysernils04/learning-assistant-mcp

🌟 Linkup for Claude: Internet Access for Your AI Assistant

by linkupplatform

Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop, enabling up-to-date information retrieval during conversations through a simple 60-second setup process.

LinkupPlatform/python-mcp-server

embedded-debugger-mcp

by adancurusul

MCP server, CLI, and Codex/Claude skill for embedded debugging with probe-rs, supporting ARM Cortex-M and RISC-V debug workflows.

Adancurusul/embedded-debugger-mcp

Multiple MCP Servers Framework

by ahmad-act

Provides a framework for running multiple MCP servers using FastAPI, stdio, and streamable-http transports, with an echo tool for testing and integration with MCP Inspector.

ahmad-act/Multiple-MCP-Servers-Using-FastAPI-and-Testing-with-Inspector

Chess MCP Server

by fritzprix

Enables Large Language Models to play chess agentically with real-time HTML board visualization and a hybrid AI engine featuring ten difficulty levels. It supports interactive games between users and agents, including a web dashboard to monitor active matches.

fritzprix/chess-mcp-server

MCP Linux Shell Server

by frost26

A secure Model Context Protocol (MCP) server that provides Linux shell command execution capabilities for Claude Desktop

Frost26/mcp-linux-shell-server

jira-service-desk-mcp

by czsadykov

Connects AI assistants to Jira Service Management instances, providing 40 tools for managing service desks, requests, comments, customers, organizations, queues, SLA, approvals, and attachments.

CzSadykov/jira-service-desk-mcp

obx

by zach-snell

A fast, lightweight MCP server and CLI for Obsidian vaults built in Go. 16 multiplexed tools covering 72 actions for notes, search, templates, tasks, links, frontmatter, and vault analysis. Single binary, no plugins required.

zach-snell/obx

mcp-einvoicing-de

by cmendezs

Model Context Protocol (MCP) server for German Electronic Invoicing (ZUGFeRD 2.x / XRechnung 3.x). Provides tools to validate, generate, parse, and convert invoices compliant with EN 16931 and KoSIT.

cmendezs/mcp-einvoicing-de

neon

by universal-mcp

Provides a standardized interface for interacting with Neon's tools and services through a unified API via the Model Context Protocol.

universal-mcp/neon

Math Animation

by bcefghj

Generates Manim-based educational math animations from text descriptions, LaTeX formulas, PDFs, or images.

bcefghj/math-animation-mcp

vidscribe

by xfwang522

Transcribe any video URL to text with one command, supporting 1000+ sites via yt-dlp and multiple ASR providers.

XFWang522/vidscribe

Health Check AI MCP

by csoai-org

Health Check AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/health-check-ai-mcp

slack-mcp

by duolingo

Read-only MCP server for Slack with OAuth 2.1 authentication, enabling message retrieval, thread replies, search, user and channel listing.

duolingo/slack-mcp