Pre-flight, probabilistic token-spend estimate (range, scenario, confidence) for a coding task.
A single Model Context Protocol server that gives any MCP-capable host — Claude Code, Cursor, GitHub Copilot, Codex, and others — a pre-flight, probabilistic token-spend estimate for a coding task before you run it, and a best-effort, never-fabricated way to record what the task actually cost. Build it once; add it everywhere. It replaces the previously-planned per-host extensions. The server…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
A single Model Context Protocol server that gives any MCP-capable host — Claude Code, Cursor, GitHub Copilot, Codex, and others — a pre-flight, probabilistic token-spend estimate for a coding task before you run it, and a best-effort, never-fabricated way to record what the task actually cost. Build it once; add it everywhere. It replaces the previously-planned per-host extensions. The server exposes exactly one model-invokable tool, . It talks to the hosted Budgetary API at . Pass your key as…