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specly: AI Project Management Server

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AI-powered project management server with workflow-based feedback control. Guides LLM IDE tools for verifiable task completion using TypeScript, Drizzle ORM, and MCP protocol.

TypeScript MCP Drizzle ORM AI Agents

Overview

A robust server implementation of the Model Context Protocol (MCP) designed for AI-powered project management.

Operational Intelligence

specly bridges the gap between AI agent capabilities and rigorous enterprise workflows. By implementing the Model Context Protocol (MCP), it allows distributed systems to securely interface with AI models.

Goal: Labor Efficiency & Waste Reduction

The core directive of this architecture is AI-driven operational optimization. By formalizing project management into state machines that AI agents can query and mutate, the system aims to reduce administrative overhead and standardize decision-making latency.

Technical Achievements

  • Deterministic Workflows: Guaranteed state transitions for AI interaction.
  • High-Concurrency Readiness: Stateless protocol design capable of serving multi-tenant demands without blocking the event loop.
  • Auditability: Agent traces are logged to support governance-sensitive operational workflows.