{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_wrtgps3e2dzq","handle":"iflow-mcp-echoingvesper-mcp-task-orchestrator","url":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator","links":{"self":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/record.json","html":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator","markdown":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator","status":"https://wellknown.network/api/v1/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/status","claim":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-echoingvesper-mcp-task-orchestrator/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-echoingvesper-mcp-task-orchestrator","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_echoingvesper_mcp-task-orchestrator","summary":"MCP Task Orchestrator - A task management and orchestration server for the Model Context Protocol","description":"# MCP Task Orchestrator\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)\n[![Version 2.0.0](https://img.shields.io/badge/version-2.0.0-green.svg)](https://github.com/EchoingVesper/mcp-task-orchestrator/releases/tag/v2.0.0)\n\nA Model Context Protocol server that transforms how you work with AI by automatically documenting every decision, implementation, and test as you build. Think of it as the memory layer for AI-assisted development that ensures no context is ever lost.\n\n## Overview\n\nThe MCP Task Orchestrator provides intelligent task orchestration, specialized AI roles, and persistent memory for AI-assisted development. Built with Clean Architecture principles, it automatically detects project structure and saves artifacts appropriately.\n\n**Document Type**: Project Overview & User Guide  \n**Target Audience**: Developers using MCP clients (Claude Desktop, Cursor, VS Code, etc.)  \n**Prerequisites**: Python 3.8+, MCP-compatible client  \n**Last Updated**: 2025-01-13\n\n## Key Features\n\n- **Documentation Automation**: Every task generates comprehensive, searchable artifacts\n- **Specialist AI Roles**: Architect, Implementer, Tester, Reviewer, Documenter, and more\n- **Persistent Memory**: Never lose context - all decisions and implementations are preserved\n- **Workspace Awareness**: Automatically detects project structure and saves artifacts appropriately\n- **Template System**: 13 tools for creating reusable task templates\n- **Clean Architecture**: Built with modern software design principles\n- **Universal MCP Compatibility**: Works across Claude Desktop, Cursor, Windsurf, VS Code + extensions\n\n## Quick Start\n\n### Prerequisites\n- Python 3.8+\n- One or more MCP clients (Claude Desktop, Cursor IDE, Windsurf, or VS Code with extensions)\n\n### Installation\n1. **Install**: `pip install mcp-task-orchestrator`\n2. **Configure…","publisher":{"name":"Echoing Vesper","url":null},"homepage":"https://github.com/EchoingVesper/mcp-task-orchestrator","repository":"https://github.com/EchoingVesper/mcp-task-orchestrator","version":"2.0.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_echoingvesper_mcp-task-orchestrator","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":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":0.848,"provenance":"derived"}],"categories":["automation","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":"iflow-mcp_echoingvesper_mcp-task-orchestrator","registry":"pypi","observedAt":"2026-10-28T04:28:19.747Z","publishedAt":"2026-01-28T05:42:34.410681Z","latestVersion":"2.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_echoingvesper_mcp-task-orchestrator","url":"https://pypi.org/project/iflow-mcp_echoingvesper_mcp-task-orchestrator/","firstSeenAt":"2026-09-09T18:22:06.547Z","fetchedAt":"2026-10-28T04:26:40.455Z","normalizedAt":"2026-10-28T04:26:40.455Z"}]},"firstSeenAt":"2026-09-09T18:22:06.547Z","updatedAt":"2026-10-28T04:28:19.747Z"}