dev.stepcode/stepcode
https://stepcode.dev/api/mcp ↗
Description
Read-only MCP access to stepcode.dev's how-to corpus: analysis pages by tool.
What our measurements say
dev.stepcode/stepcode is a remote MCP server published at stepcode.dev. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 1,196 ms, a delay an agent will notice. It offers a narrow, focused set of 5 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names clearly indicate their purpose (e.g., 'search_howto_pages' vs 'list_howto_pages')
- Parameters are well-typed with explicit required/optional status
- Descriptions explain both functionality and usage context
Weaknesses
- Some parameter names use ambiguous terms (e.g., 'analysisSlug' without clear definition)
- No documentation of error handling or input validation constraints
- get_membership_offer is unrelated to the how-to corpus, creating conceptual dissonance
get_membership_offer— Irrelevant to how-to corpus functionalitysearch_howto_pages— Ambiguous 'analysisSlug' parameter namingget_howto_page— No error handling documentation for invalid slugs
Verdict
Event narrative
Sign up free to generateRaw observations
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 220ms → warm 171ms (penalty 49ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_howto_pagesList 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_pagesFilter the how-to index by analysis family, tool, vertical, and/or a case-insensitive text query against title + analysis name. All filters are optional and combine with AND; call with no arguments to get every page (same as list_howto_pages).
analysisSlugstringtoolstringverticalstringquerystring
get_howto_pageGet 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.
slugstringrequired
list_analysis_familiesList 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.
get_membership_offerReturn this front's Bicycle Cooperative membership offer with the People Analytics chapter substituted, all five options (membership and rent), and the join URL. Read-only; no payment.
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/dev-stepcode-stepcode)<a href="https://mcpmetrics.io/servers/dev-stepcode-stepcode"><img src="https://mcpmetrics.io/badge/dev.stepcode/stepcode/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeSimilar MCP servers
The catalog entries whose name and description are closest to this one, found with the same index the search box uses.
- HODLXXI Read-Onlyhodlxxi.com
Public read-only MCP server for HODLXXI agent identity, trust, receipts, and verification.
- How to Read the Futurehowtoreadthefuture.com
Read released episodes, transcripts, citations, clips, reading trails, and flashcards.
- Rialto Swap (read-only)mcp-rialto.hoodly.io
Read-only MCP for Rialto quotes and swap preflight on Robinhood Chain. No signing or broadcast.
- Listen to Sadhumcp.listentosadhu.app
Read-only semantic search over Vedic scripture verses, commentaries, and recorded lectures.
- MCP Observatory: one read only walk over every https endpoint in the official registryobservatory.horizonshield.dev
Public record of one read only walk over the official MCP registry: who answered, tools, who pays.
- Publish a webpage to a live URL, straight from your AI.yapp.page
Yapp turns "build me a page and publish it" into a live URL. Connect once (browser OAuth, or a token for terminal clients) and your AI can publish a webpage from HTML, or host a PDF, image, or ZIP exactly as-is to a public `<slug>.yapp.page` URL in seconds, then update, password-protect, set expiry, attach a custom domain, or read form submissions, all by asking. Free to start; no local install. **Tools (15):** `publish_page`, `publish_file`, `update_page`, `delete_page`, `get_page_stats`, `list_my_pages`, `rename_page`, `change_page_slug`, `set_page_expiry`, `set_page_password`, `list_submissions`, `add_custom_domain`, `list_custom_domains`, `check_custom_domain`, `remove_custom_domain`.
Comments
Sign in to write a comment
No comments yet. Be the first.