LLM Tool Research

Knowledge Base

Coding-Agent Tool Intelligence

A continuously refreshed research surface for token-efficient coding workflows: local binaries, managed cloud services, and skills/MCP ecosystem playbooks. Built for operational decisions, not just static reading.

Track 1

Binary Tools

Track 2

Cloud Services

Track 3

Skills / MCP

Live Ops

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Primary Tracks

• Track 1: Binary Tools
• Track 2: Cloud Services
• Track 3: Skills, MCP, Ecosystem

Operational Views

• Refresh Dashboard
• Latest Refresh Summary
• Latest Tool Metrics
• Latest Binary Discovery

Research System Map

flowchart LR
  R[LLM Tool Research] --> B[Binary Tools]
  R --> C[Cloud Services]
  R --> S[Skills and MCP]
  R --> O[Operational Refresh]

  B --> B1[Coding CLIs]
  B --> B2[Gateway and Proxy]
  B --> B3[Local Runtime]
  B --> B4[Context Compression]

  O --> O1[Weekly Metric Refresh]
  O --> O2[Monthly Discovery Crawl]
  O --> O3[Automated PR]
  O --> O4[Cloudflare Pages Deploy]