The MCP Trust Index.

BrandCheck

by m8ven

Available on Claude · ChatGPT

Check if any brand, store, or website is safe to buy from. AI-powered trust verification across 50+ signals.

m8ven/is-it-legit-mcp

SylphxAI/pdf-reader-mcp

by sylphxai

An MCP server providing tools to read PDF files.

SylphxAI/pdf-reader-mcp

Hologres

by aliyun

Connects AI systems to Alibaba Cloud's Hologres databases for SQL execution, metadata retrieval, and statistics collection, enabling seamless data analysis workflows.

aliyun/alibabacloud-hologres-mcp-server

Chroma MCP Server

by chroma-core

A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma

chroma-core/chroma-mcp

PostgreSQL Ops

by call518

Provides direct PostgreSQL database access with query execution, schema introspection, and performance monitoring through specialized extensions like pg_stat_statements for conversational database administration and troubleshooting.

call518/mcp-postgresql-ops

docling-mcp

by docling-project

Making docling agentic through MCP

docling-project/docling-mcp

dexto

by truffle-ai

Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included

truffle-ai/dexto

A2V

by devin-axis

A2V: Next-Gen AI Value Compute Protocol.

Devin-AXIS/A2V

opentabs

by opentabs-dev

Browser automation clicks buttons. OpenTabs calls APIs.

opentabs-dev/opentabs

code-graph-rag

by vitali87

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

vitali87/code-graph-rag

Ableton Live

by ahujasid

Enables control of Ableton Live music production software through a bidirectional communication system that supports track creation, MIDI editing, playback control, instrument loading, and library browsing for music composition and sound design workflows.

ahujasid/ableton-mcp

BrowserTools MCP

by agentdeskai

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

AgentDeskAI/browser-tools-mcp

agents

by inkeep

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

inkeep/agents

typescript-sdk

by modelcontextprotocol

The official TypeScript SDK for Model Context Protocol servers and clients

modelcontextprotocol/typescript-sdk

Arize-ai/phoenix

by arize-ai

A MCP server for Arize Phoenix

Arize-ai/phoenix

EDINET Financial Disclosures

by ajtgjmdjp

Access Japanese financial disclosures from EDINET with company search and statement retrieval.

ajtgjmdjp/edinet-mcp

Simple PubMed

by andybrandt

Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.

andybrandt/mcp-simple-pubmed

video-search-and-summarization

by nvidia-ai-blueprints

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

NVIDIA-AI-Blueprints/video-search-and-summarization

kubectl-mcp-server

by rohitg00

Published in CNCF Landscape: A MCP server for Kubernetes.

rohitg00/kubectl-mcp-server

elementor-mcp

by msrbuilds

WordPress plugin that turns Elementor & WordPress into an MCP server. 200+ AI-ready tools for building, editing, and managing page designs programmatically.

msrbuilds/elementor-mcp

cheatengine-mcp-bridge

by miscusi-peek

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

miscusi-peek/cheatengine-mcp-bridge

Axiomatic AI

by axiomatic-ai

Provides six specialized servers for scientific and engineering workflows including photonic circuit design with gdsfactory integration, document processing with advanced OCR, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities.

axiomatic-ai/ax-mcp

Bernstein - Multi-agent orchestration

by sipyourdrink-ltd

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

sipyourdrink-ltd/bernstein

agent-opfor

by keyvaluesoftwaresystems

Open-source adversary emulation for AI agents and MCP servers.

KeyValueSoftwareSystems/agent-opfor

unstract

by zipstack

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Zipstack/unstract

Code Context Engine

by elara-labs

Indexes codebases for AI semantic search, reducing token usage by up to 94% versus file re-reading.

elara-labs/code-context-engine

ubugeeei-prod/vize

by ubugeeei-prod

MCP server for building Vue.js design systems - component analysis, documentation, variant generation, and design tokens

ubugeeei-prod/vize

suekou/mcp-notion-server

by suekou

AI-friendly MCP server for the Notion API

suekou/mcp-notion-server

swarms

by kyegomez

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

kyegomez/swarms

adobe/react-spectrum

by adobe

MCP server for React Aria documentation

adobe/react-spectrum

Pixelle (ComfyUI)

by aidc-ai

Integrates with ComfyUI workflows to provide text-to-image, image-to-image, and image-to-video generation capabilities through natural language interactions for creative content creation.

aidc-ai/pixelle-mcp

nocturne_memory

by dataojitori

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

Dataojitori/nocturne_memory

Binance

by analyticace

Integrates with Binance cryptocurrency exchange to provide real-time market data, account management, trading operations, and transaction history through 17 specialized tools for automated trading workflows, portfolio monitoring, and financial analysis.

analyticace/binance-mcp-server

webpro-nl/knip

by webpro-nl

Knip MCP Server

webpro-nl/knip

karakeep-app/karakeep

by karakeep-app

MCP server for Karakeep

karakeep-app/karakeep

unity-mcp

by coplaydev

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

CoplayDev/unity-mcp

Caltrain

by davidyen1124

Provides real-time Caltrain commuter rail information including schedules, station details, and trip planning for the San Francisco Bay Area

davidyen1124/caltrain-mcp

fli

by punitarani

Google Flights MCP, CLI and Python Library

punitarani/fli

Betterdb Mcp

by betterdb-inc

MCP server for Valkey and Redis observability. Query real-time health, slow commands, hot keys, anomaly detection, and cluster analytics directly from your AI assistant.

BetterDB-inc/monitor

AceDataCloud Seedream

by acedatacloud

ByteDance Seedream AI image generation through the AceDataCloud API platform.

acedatacloud/seedreammcp

RocketRide

by rocketride-org

RocketRide is a self-hosted, open-source AI pipeline platform (MIT) that exposes pipelines as MCP tools. Supports Claude, OpenAI, Gemini, and xAI. Pipelines connect via WebSocket and are made available to MCP clients like Claude Desktop, Cursor, and Windsurf.

rocketride-org/rocketride-server

langchainjs-for-beginners

by microsoft

LangChain.js for Beginners course

microsoft/langchainjs-for-beginners

repowise

by repowise-dev

Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.

repowise-dev/repowise

tradingview-mcp

by atilaahmettaner

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global exchanges. Hosted or self-host.

atilaahmettaner/tradingview-mcp

XcodeBuildMCP

by getsentry

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

getsentry/XcodeBuildMCP

generative-ai

by genieincodebottle

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

genieincodebottle/generative-ai

ktx

by kaelio

ktx is an MCP server that provides agents with accurate warehouse querying by serving a self-improving context layer of approved metrics, joinable columns, and business knowledge through CLI and MCP tools.

Kaelio/ktx-ai-data-agents-mcp-context-skills

Context7 MCP

by upstash

Test submission

upstash/context7

arXiv Research

by andybrandt

Search and analyze scientific papers from arXiv.

andybrandt/mcp-simple-arxiv