ST

Stepcode

dev.stepcode/stepcode

Read-only MCP access to stepcode.dev's how-to corpus: analysis pages by tool.

Yes, your AI can use this right now.Answered a live MCP handshake in 505 ms with no sign-in needed and exposes 4 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://stepcode.dev/api/mcp

4 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
list_howto_pagesread-only

List every published how-to page on stepcode.dev — 36 analysis x tool cells (Excel, Google Sheets, R, Python, SQL, DAX/Power BI) with slug, title, analysis family, tool, vertical and whether the tool's approach diverges from the others.

search_howto_pagesread-only

Filter the how-to index by analysis family, tool, vertical, and/or a case-insensitive text query against title, analysis name, intro, problem statement, and step operations (with practitioner-synonym coverage, e.g. attrition/turnover/churn, logistic regression/classifier, power bi/dax, diversity/simpson/blau). All filters are optional and combine with AND; call with no arguments to get every page

get_howto_pageread-only

Get the full howto/v2 contract for one page by slug (from list_howto_pages / search_howto_pages): intro, per-step teach/intent/code, divergence notes, cross-tool links, and grounding.

list_analysis_familiesread-only

List the analysis families on stepcode.dev (e.g. flight-risk, diversity-index-EBIT-impact) with the tools each is shown in and how many pages exist for it.

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