{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ksbfe555wwjt","handle":"ultimate-mcp","url":"https://wellknown.network/agents/ultimate-mcp","links":{"self":"https://wellknown.network/agents/ultimate-mcp/record.json","html":"https://wellknown.network/agents/ultimate-mcp","markdown":"https://wellknown.network/agents/ultimate-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ultimate-mcp","status":"https://wellknown.network/api/v1/agents/ultimate-mcp/status","claim":"https://wellknown.network/agents/ultimate-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ultimate-mcp/claim.json","badge":"https://wellknown.network/agents/ultimate-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:ultimate-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ultimate-mcp","summary":"Production-ready Model Context Protocol (MCP) stack","description":"# 🚀 Ultimate MCP Platform\n\n**A complete AI development toolkit that lets you write, test, and execute code safely—even if you've never coded before.**\n\nThink of this as your AI coding assistant's brain: it can check code for errors, run tests, execute programs safely, store knowledge in a graph database, and generate new code from templates. Perfect for AI agents, developers, and anyone building with Claude or other AI tools.\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n[![FastAPI](https://img.shields.io/badge/FastAPI-0.111.0-009688.svg)](https://fastapi.tiangolo.com)\n[![Neo4j](https://img.shields.io/badge/Neo4j-5.23-008CC1.svg)](https://neo4j.com)\n\n---\n\n## 📋 Table of Contents\n\n- [What Is This?](#-what-is-this)\n- [Quick Start (3 Steps)](#-quick-start-3-steps)\n- [What Can It Do?](#-what-can-it-do)\n- [All Available Tools](#-all-available-tools)\n- [Built-in AI Prompts](#-built-in-ai-prompts)\n- [Real-World Examples](#-real-world-examples)\n- [Accessing Your Services](#-accessing-your-services)\n- [Troubleshooting](#-troubleshooting)\n- [Advanced Usage](#-advanced-usage)\n\n---\n\n## 🎯 What Is This?\n\n**Ultimate MCP** is a complete development platform that gives AI assistants (like Claude) powerful tools to:\n\n- ✅ **Check code for errors** (linting)\n- ✅ **Run code safely** in isolated containers\n- ✅ **Execute tests** automatically\n- ✅ **Generate new code** from templates\n- ✅ **Store and query knowledge** in a graph database\n- ✅ **Track relationships** between code, services, and data\n\n**Who is this for?**\n- 🤖 AI developers building agents with Claude, ChatGPT, or custom LLMs\n- 👨‍💻 Software developers who want automated code quality tools\n- 🎓 Students learning to code with AI assistance\n- 🏢 Teams building internal developer tools\n\n**What makes it special?**\n- 🔒 **Secure by default** - Code runs in sandbo…","publisher":null,"homepage":null,"repository":null,"version":"0.1.2","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:ultimate-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"ai.prompting","name":"Prompt Management","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.756,"provenance":"derived"}],"categories":["ai","data","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"ultimate-mcp","registry":"pypi","observedAt":"2026-09-10T14:24:43.903Z","publishedAt":"2025-10-21T19:24:02.074728Z","latestVersion":"0.1.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"ultimate-mcp","url":"https://pypi.org/project/ultimate-mcp/","firstSeenAt":"2026-09-10T14:23:48.089Z","fetchedAt":"2026-09-10T14:23:48.089Z","normalizedAt":"2026-09-10T14:23:48.089Z"}]},"firstSeenAt":"2026-09-10T14:23:48.089Z","updatedAt":"2026-09-10T14:24:43.903Z"}