open-responses-server: Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex

by teabranch · MCP Server · ★ 185

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install open-responses-server

pip install open-responses-server

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 68/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aicodexgenerative-aimcpmcp-clientopenaiopenai-apiopenai-codexopenai-codex-cliopenai-codex-integration

Quick Facts

Stars185
Forks24
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score68/100
Open Issues16
Last Updated2026-04-08
Created2025-04-18
Platformscli, codex, mcp, python
Est. Tokens~38k

About open-responses-server

🚀 open-responses-server A plug-and-play server that speaks OpenAI’s Responses API—no matter which AI backend you’re running. Ollama? vLLM? LiteLLM? Even OpenAI itself? This server bridges them all to the OpenAI ChatCompletions & Responses API interface.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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