openai-knowledge▌
openai/openai-agents-python · updated Apr 8, 2026
Use the OpenAI Developer Documentation MCP server to search and fetch exact docs (markdown), then base your answer on that text instead of guessing.
OpenAI Knowledge
Overview
Use the OpenAI Developer Documentation MCP server to search and fetch exact docs (markdown), then base your answer on that text instead of guessing.
Workflow
1) Check whether the Docs MCP server is available
If the mcp__openaiDeveloperDocs__* tools are available, use them.
If you are unsure, run codex mcp list and check for openaiDeveloperDocs.
2) Use MCP tools to pull exact docs
- Search first, then fetch the specific page or pages.
mcp__openaiDeveloperDocs__search_openai_docs→ pick the best URL.mcp__openaiDeveloperDocs__fetch_openai_doc→ retrieve the exact markdown (optionally with ananchor).
- When you need endpoint schemas or parameters, use:
mcp__openaiDeveloperDocs__get_openapi_specmcp__openaiDeveloperDocs__list_api_endpoints
Base your answer on the fetched text and quote or paraphrase it precisely. Do not invent flags, field names, defaults, or limits.
3) If MCP is not configured, guide setup (do not change config unless asked)
Provide one of these setup options, then ask the user to restart the Codex session so the tools load:
- CLI:
codex mcp add openaiDeveloperDocs --url https://developers.openai.com/mcp
- Config file (
~/.codex/config.toml):- Add:
[mcp_servers.openaiDeveloperDocs] url = "https://developers.openai.com/mcp"
- Add:
Also point to: https://developers.openai.com/resources/docs-mcp#quickstart
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.8★★★★★26 reviews- ★★★★★Shikha Mishra· Dec 28, 2024
openai-knowledge reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Anika Abebe· Dec 24, 2024
Useful defaults in openai-knowledge — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Ganesh Mohane· Dec 20, 2024
Solid pick for teams standardizing on skills: openai-knowledge is focused, and the summary matches what you get after install.
- ★★★★★Camila Verma· Dec 20, 2024
openai-knowledge has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Anika Taylor· Nov 15, 2024
openai-knowledge is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Sakshi Patil· Nov 11, 2024
We added openai-knowledge from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Diego Yang· Nov 11, 2024
openai-knowledge fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Anika Kapoor· Oct 6, 2024
Keeps context tight: openai-knowledge is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Chaitanya Patil· Oct 2, 2024
openai-knowledge fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Carlos White· Oct 2, 2024
We added openai-knowledge from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
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