ghc-api
BUILDING IN PUBLIC

A clear direction.
Transparent status.

This page separates available features from experimental work in progress. The roadmap describes direction—not a release date, SLA, or lossless compatibility guarantee.

Last updated: July 2026

AVAILABLE NOW

Available now

01

Compatible APIs

OpenAI Chat Completions, Responses, and Anthropic Messages endpoints with model mapping, vision, and SSE.

02

Live request debugging

Memory-cache recent requests and inspect headers, original and forwarded payloads, responses, and raw SSE.

03

Token and request statistics

Input, output, cache read/write tokens with usage by model, endpoint, user, and machine.

04

Web Chat and ACP

A browser chat UI plus agent web UI for Claude Code, Codex, and Copilot CLI.

05

Sessions and configuration

Session management, agent tools, config differences, hashes, and backups before overwrite.

06

Optional persistence and sync

Request JSON Lines, historical indexing and drill-down, plus optional OneDrive sync.

IN DEVELOPMENT

In development

BRANCHsxwxs/2607/anthropic-messages-responses-compat
ACTIVE

Anthropic Messages → OpenAI Responses

Adapt Anthropic /messages requests for model backends that only offer OpenAI /responses, with a focus on real Claude Code workflows.

  • Tool use and tool result mapping
  • Thinking and reasoning semantics
  • Streaming SSE translation
  • Context continuity and reasoning replay
  • Compatibility policy and diagnostic warnings
Claude CodeMessagesghc-apiResponsesCopilot backend
View branch and progress ↗
BRANCHsxwxs/2607/more-requests-statistic
ACTIVE

Session observability and Gantt timeline

Go beyond drawing request bars to answer: where did elapsed time and model usage go during an observed code-agent session?

  • Explicit session ID correlation
  • Request lifecycle phases
  • Token and reasoning usage
  • Retry and tool-execution intervals
  • Observed, inferred, and unknown time
req 01
tool
req 02
unknown
View branch and progress ↗
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About experimental work

Development branches may change formats, configuration, and behavior. For production, follow the latest stable PyPI release and its README. Branch links work only after the branch is pushed to GitHub.

SHAPE THE ROADMAP

Which compatibility capability are you waiting for?

Tell us about your agent, client, model, and the exact protocol gap. Never include tokens or sensitive request payloads.

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