MCP Apps & Servers

Claude Debugs for You

jasonjmcghee

Enable LLMs to interactively debug code via breakpoints and expression evaluation in VS Code.

MCP Apps Experiments

sotaoishi

A sandbox for exploring MCP App capabilities, featuring financial data visualization and company dashboards.

MinDoc

mindoc-org

Open-source API documentation management system with built-in MCP server for AI-driven doc access.

Memorix

AVIDS2

Cross-agent persistent memory layer for coding agents with Git-integrated engineering memory.

Curaitor Agent

ritesh001

AI agent for scientific data extraction, ArXiv search and summarization, and literature RAG workflows.

FCPXML MCP

DareDev256

Control Final Cut Pro edits with natural language by manipulating timeline XML data.

SandStore

AnishMulay

A modular framework for experimenting with distributed storage architectures and consensus mechanisms.

Mind Palace

andrewginns

Persistent, searchable knowledge base for LLMs using Markdown files and ChromaDB vector search.

SlideCraft

dwinter3

Create AI-powered slide decks with 37 visual styles directly from Claude Desktop — just describe what you want and watch it build.

hfpaper

zakelfassi

CLI and MCP server for Hugging Face Papers—search, read, and explore AI research papers from your terminal.

MCP Highcharts

austenstone

Render interactive Highcharts visualisations — line, bar, pie, stock, maps, Gantt, dashboards — inline in AI chat via MCP Apps.

ServiceNow MCP Server

alenthomas2468

High-performance MCP server for managing ServiceNow incidents, users, workflows, and knowledge base articles.

MemKB

richardanaya

In-memory semantic search over markdown documentation using local LLMs for private, fast knowledge retrieval.

AgentSecrets

the-17

Zero-knowledge credential infrastructure for AI agents, decoupling secrets from runtime to prevent leaks and prompt injection.

MCP-UI Playground

shreemulay

Interactive learning environment for building UI components in AI chat applications using MCP-UI.

EasyBits

blissito

Agentic-first file storage for Claude — upload, transform, deploy websites and AI-generated landing pages via 30+ MCP tools.

ESP-MCP

horw

Automate ESP32 development and ESP-IDF workflows with LLM-driven project creation, building, and flashing.

Bilibili API MCP Server

smyb5431

Connect LLMs to Bilibili to search videos, track users, and retrieve dynamics and danmaku in real-time.

Hetzner Cloud MCP Server

schurick1502

Complete control over Hetzner Cloud infrastructure with 117 tools for server, network, and firewall management.

Freemius MCP

itaides

Manage Freemius subscriptions, payments, and revenue with interactive dashboards and automated tools.

Magic Lane MCP Server

magiclane

Geospatial intelligence for AI agents, providing routing, isochrones, and map rendering capabilities.

TelDrive MCP

tgdrive

Integrate AI assistants with TelDrive for seamless file management, search, and reading of text, image, and audio files.

QueryCraft

am10101010

Natural language to OData v4 queries with schema-aware validation and interactive UI.

UnityRAG

Razpines

Local Unity documentation RAG and MCP server providing versioned offline citations for coding agents.

Lite Sandbox

gartnera

Lightweight Bash execution sandbox for AI agents with AST-level validation and runtime path checks.

UNITONE MCP Builder

unitoneai

Generate production-ready MCP servers from OpenAPI/Swagger specs, Postman collections, or plain-text API docs — with a Material-UI admin dashboard.