{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zqau635urttp","handle":"fastband-mcp","url":"https://wellknown.network/agents/fastband-mcp","links":{"self":"https://wellknown.network/agents/fastband-mcp/record.json","html":"https://wellknown.network/agents/fastband-mcp","markdown":"https://wellknown.network/agents/fastband-mcp/record.md","api":"https://wellknown.network/api/v1/agents/fastband-mcp","status":"https://wellknown.network/api/v1/agents/fastband-mcp/status","claim":"https://wellknown.network/agents/fastband-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/fastband-mcp/claim.json","badge":"https://wellknown.network/agents/fastband-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/fastband-mcp/history","tools":"https://wellknown.network/api/v1/agents/fastband-mcp/tools"},"ard":{"identifier":"urn:air::server:fastband-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"fastband-mcp","summary":"Universal AI-powered development platform - AI-agnostic MCP server with adaptive tools, ticket management, and multi-agent coordination","description":"# Fastband MCP\n\n**Universal AI-powered development platform** - An AI-agnostic MCP server with adaptive tools, ticket management, and multi-agent coordination.\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![Version](https://img.shields.io/badge/version-v1.2025.12.0--alpha.1-green.svg)](https://github.com/RemmyCH3CK/fastband-mcp/releases)\n\n---\n\n## Vision\n\n> **\"A toolbox that travels with you - always the right tools, never too many, ready to grow.\"**\n\nFastband MCP transforms AI-assisted development from a project-specific setup into a **universal platform** that:\n\n- Works with **any AI provider** (Claude, OpenAI, Gemini, local LLMs)\n- Adapts to **any project type** (web, mobile, desktop, API)\n- Scales from **solo developers to enterprise teams**\n- Provides **intelligent tool recommendations** based on your project\n- Includes **built-in ticket management** that adapts to your workflow\n- Enables **multi-agent coordination** for parallel AI workflows\n\n---\n\n## Features\n\n### AI-Agnostic Design\n```python\n# Switch between providers seamlessly\nfrom fastband import get_provider\n\nclaude = get_provider(\"claude\")\nopenai = get_provider(\"openai\")\nlocal = get_provider(\"ollama\")\n```\n\n### Tool Garage System\n- **Core tools** always available\n- **AI-recommended** tools based on your project\n- **Dynamic loading** - add tools as your project grows\n- **Performance monitoring** to prevent overload\n\n### Adaptive Ticket Manager\n| Project Type | Interface |\n|--------------|-----------|\n| Web App | CLI + Web Dashboard |\n| Desktop App | Embedded Panel (Ctrl+Shift+T) |\n| Mobile App | CLI + Companion Web |\n| API/Library | CLI only |\n\n### Multi-Agent Coordination\n- **Clearance system** for parallel work\n- **Hold directives** for critical operations\n- **Rebuild announcements** to prevent conflicts\n\n### Automated Backups\n- **Change…","publisher":{"name":"Fastband Team","url":null},"homepage":"https://github.com/RemmyCH3CK/fastband-mcp#readme","repository":"https://github.com/RemmyCH3CK/fastband-mcp#readme","version":"1.2025.12.5","license":null,"protocols":["mcp"],"tags":["ai","automation","claude","development","gemini","mcp","openai","tickets","tools"],"pricing":null,"endpoints":[{"url":"pypi:fastband-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.project-management","name":"Project Management","confidence":1,"provenance":"declared"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":0.905,"provenance":"derived"}],"categories":["automation","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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