The MCP Trust Index.

CERN ROOT MCP Server

by mohamedelashri

An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.

MohamedElashri/root-mcp

mcp-switchboard

by aslanpour

Intelligent MCP server orchestrator that automates configuration, orchestration, and lifecycle management of other MCP servers for AI agents.

aslanpour/mcp-switchboard

SOC2 Compliance AI MCP

by csoai-org

SOC2 Compliance AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/soc2-compliance-ai-mcp

quasar-mcp-server

by itsubaki

quasar MCP Server

itsubaki/quasar-mcp-server

mcp-interactive-ui-server

by aiagentkarl

Enables AI agents to render interactive user interfaces such as forms, dashboards, charts, tables, and wizards directly in MCP-compatible clients. Supports structured data collection and richer interactions beyond text responses.

AiAgentKarl/mcp-interactive-ui-server

Deep Agent Harness Automation System

by the-lobbi

A LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.

the-Lobbi/ai-deep-template-engine

Indeed Skills

by nikhonit

Live Indeed job-postings data for AI agents via the RolesAPI REST API: search listings by keyword and location, and fetch role details, salary, description, company, and benefits. Available as drop-in agent skills or a hosted remote MCP server.

nikhonit/indeed-skills

livechat-mcp

by brunocramos

Enables continuous voice conversation with AI coding assistants by locally transcribing speech with Whisper and delivering utterances as text prompts.

brunocramos/livechat-mcp

wecom-docs-mcp-server

by beltran12138

WeCom (Enterprise WeChat) document operations via MCP — create, read, and edit Docs and Smartsheets. 9 tools. Fills the doc-CRUD gap: existing WeCom MCP servers only support webhook messaging

Beltran12138/wecom-docs-mcp-server

screenmcp-claude-plugin

by shimondoodkin

Enables Claude to control the local desktop via screenshot, mouse, keyboard, and clipboard operations.

shimondoodkin/screenmcp-claude-plugin

Secure MCP-gRPC

by mstanton

Provides a secure gRPC transport layer for the Model Context Protocol (MCP) with mutual TLS, token-based authentication, and fine-grained authorization. Includes comprehensive telemetry and a real-time visualization dashboard for monitoring AI model interactions and security events.

mstanton/secure-mcp-grpc

Big Indexer

by ahmedxuhri

Big Indexer provides architecture-aware context (boundaries, seams, impact scope, and BGI-TWIN tools).

ahmedxuhri/bigindexer

mcp-server-google-vision

by kohenavocats

Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of scanned documents, handwriting, and images.

KohenAvocats/mcp-server-google-vision

honeylabs-mcp

by honeylabshq

Honeypot threat intelligence for AI agents. Query 90 days of probe data from our sensor network: IP reputation, scanner classification, CVE probing trends, TLS/SSH/JA4 fingerprints. Free tier 500 credits/day, OAuth + bearer auth, streamable HTTP at https://mcp.honeylabs.net/mcp.

honeylabshq/honeylabs-mcp

CE-RISE Digital Passport

by ce-rise-software

AI assistant for planning and reusing CE-RISE Digital Passport components, models, and deployment assets.

ce-rise-software/dp-engineering-assistant

Gemini Search MCP Server

by variousbuilder

An MCP server that generates answers using Gemini 2.0 and Google Search, providing relevant search results alongside the response.

VariousBuilder/geminiserchMCP

CryptoConduit-MCP

by chxndre

An MCP server that gives AI agents direct access to Polymarket Crypto prediction markets, enriched with live spot prices. Discover markets, analyze order books, paper trade strategies, track activity, and execute live trades — all through natural language.

chxndre/CryptoConduit-MCP

amocrm-mcp

by ilyaberdysh

Enables users to interact with AmoCRM via Claude Desktop using natural language, with 17 tools for accessing CRM entities like leads, contacts, and pipelines.

ilyaberdysh/amocrm-mcp

IoT Device Management MCP Server

by aiagentkarl

Enables registration, monitoring, and control of IoT devices via AI agents, with local storage and no cloud API key required.

AiAgentKarl/iot-device-mcp-server

mcp-docs

by gmantovani2005

Generic MCP server that exposes Markdown documentation to LLMs, enabling them to search and answer questions about any software documentation.

gmantovani2005/mcp-docs

FLASK-tools

by flask-llnl

Provides a collection of MCP servers for computational chemistry tasks including molecular generation and retrosynthesis. Also offers property prediction and molecule pricing capabilities.

FLASK-LLNL/flask-tools

overleaf-mcp

by amcheste

Enables editing Overleaf projects from Claude, with tools to list, read, edit, and sync files via Git.

amcheste/overleaf-mcp

Video MCP

by danielnguyenfinhub

A local MCP server that gives Claude Desktop full video editing capabilities via FFmpeg, Whisper, and yt-dlp.

danielnguyenfinhub/video-mcp

Pocketsmith MCP Server

by dannyshaw

Enables AI assistants to interact with the Pocketsmith personal finance API to manage accounts, budgets, and transactions through natural language. It supports comprehensive financial tasks including spending analysis, category management, and tracking recurring bills.

dannyshaw/pocketsmith-mcp

Memorised them All

by gru-953

Imagine you could hand Claude a filing cabinet of your documents and say "remember all of this." Later you just ask questions, and Claude answers from what it remembers — citing which document each fact came from. That's Memorised them All. It's a small add-on (an MCP server) for Claude Desktop and Claude Code that: Reads your files — PDFs, Word/Excel/PowerPoint, web pages, images (with OCR), ev

GRU-953/memorised-them-all

MCP Server Basic Example

by chandanduttaind-sys

A foundational Model Context Protocol server demonstrating core functionality through basic arithmetic tools and personalized greeting resources. It serves as a template for developers learning to build and deploy MCP-enabled AI applications.

chandanduttaind-sys/MCP

Blender MCP

by ageless-h

MCP server for AI-assisted Blender automation, providing layered tools for perception, declarative and imperative writing, and fallback operations.

ageless-h/blender-mcp

Redmine MCP Server

by weirdo-adam

Provides MCP tools for interacting with Redmine, including issues, projects, wiki pages, time entries, and more.

weirdo-adam/redmine-mcp-server

codex-agy-bridge

by varadfromeast

An MCP bridge that lets Codex delegate long-running agent work to the Antigravity CLI, providing observable and resumable tool-based execution with project scoping.

varadfromeast/codex-agy-bridge

business-day-mcp

by fbdo

MCP server for business-day arithmetic with country-aware holiday calendars. It offers tools to check, calculate, and list business days and holidays for over 60 countries.

fbdo/business-day-mcp

phishfort-mcp

by mychaelconnolly

A security-first MCP server and paired agent skill for the PhishFort Unified Client API, enabling PhishFort incident review, reporting, attachments, comments, and webhook management with approval-gated writes and safe defaults.

mychaelconnolly/phishfort-mcp

ZStack MCP Server

by zstackio

Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs, plus query monitoring metrics and data.

zstackio/zstack-mcp-server

multi-ai-collab

by iflow-mcp

Lets Claude Code query multiple AI models (Gemini, Grok, ChatGPT, DeepSeek) for diverse perspectives, code reviews, debates, and more.

iflow-mcp/raiansar-claude_code-multi-ai-mcp

Reachy Mini MCP Server

by orinachum

Control a Reachy Mini robot through natural language, with tools for head/antenna movement, gestures, emotions, camera, and command sequences.

OriNachum/reachy-mini-mcp

Arr Suite MCP Server

by shaktech786

Enables AI assistants to manage media automation services like Sonarr, Radarr, Prowlarr, Bazarr, Overseerr, and Plex through natural language commands.

shaktech786/arr-suite-mcp-server

ActTrace

by goww7

MCP server for EU AI Act compliance, providing risk classification of AI features and Article 50 transparency notices.

goww7/acttrace

Dataverse MCP Server

by ryanmichaeljames

Enables AI agents to query, inspect, and manage Microsoft Dataverse records, metadata, schema, forms, views, and Power Platform environments via the Dataverse OData Web API.

ryanmichaeljames/dataverse-mcp

Muninn

by wjohns989

A local-first persistent memory server that provides AI agents with deterministic, multimodal information retrieval across different sessions and projects. It enables long-term memory continuity using a 5-signal hybrid search engine and cognitive reasoning loops designed for complex development workflows.

wjohns989/Muninn

EMBA Firmware Security Analyzer

by 0xbuz3r

EMBA firmware security analysis for embedded device scanning.

0xbuz3r/emba-mcp

lawink-mcp

by ntriq

Enables querying Korean legal knowledge graph with 160K precedents and 130K statutes via MCP tools for relation exploration and semantic search.

ntriq/lawink-mcp

microsoft-office-mcp

by jacobnar

Enables creating PowerPoint presentations with ERD diagrams from text prompts by connecting to Microsoft Visio/PowerPoint tools via an MCP server.

jacobNar/microsoft-office-mcp

sortie-mcp

by retospect

Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan-out, failure policies, and embedded notes.

retospect/sortie-mcp

swiss-courts-mcp

by malkreide

MCP server for searching Swiss court decisions from federal and cantonal courts via entscheidsuche.ch. Enables full-text search, law reference lookup, and filtering by canton, court level, and date without API keys.

malkreide/swiss-courts-mcp

WhatsNew-MCPserver

by chhanz

Fetches AWS What's New announcements by month, allowing users to query announcements for a specific year/month via MCP tools.

chhanz/WhatsNew-MCPserver

Harvard Art Museums

by alexlin1234

Provides access to Harvard Art Museums' collection of over 224,000 artworks and artist records through five core tools for searching objects, retrieving detailed artwork information, discovering artists, and exploring random pieces with optional filters for classification or culture.

alexlin1234/harvard-art-museums-mcp-server

webcal-mcp

by mnot

A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM agents, enabling calendar event retrieval and filtering.

mnot/webcal-mcp

Template MCP Server

by ritesh-goyal

A production-ready template for building Model Context Protocol servers in Python, featuring example tools, structured logging, and multiple transport protocols.

Ritesh-Goyal/my-mcp-server

qdrant-mcp

by msstnk

MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata filters.

msstnk/qdrant-mcp

gx-mcp-server

by davidf9999

Exposes Great Expectations data-quality checks as MCP tools for LLM agents, enabling data loading, expectation definition, validation, and result interpretation.

davidf9999/gx-mcp-server

Citadel

by yp3y5akh0v

Local-first, encrypted memory for AI agents, with cryptographic forgetting.

yp3y5akh0v/citadel