{"server":{"name":"dev.stepcode/stepcode","$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","remotes":[{"url":"https://stepcode.dev/api/mcp","type":"streamable-http"}],"version":"1.0.0","repository":{"url":"https://github.com/people-analyst/stepcode","source":"github"},"websiteUrl":"https://stepcode.dev","description":"Read-only MCP access to stepcode.dev's how-to corpus: analysis pages by tool."},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","isLatest":true,"updatedAt":"2026-09-08T15:42:38.193174Z","publishedAt":"2026-09-08T15:42:38.193174Z","statusChangedAt":"2026-09-08T15:42:38.193174Z"},"dev.protogrid/connectability":{"class":"R0","autonomous":true,"human_steps":[],"preferred":{"kind":"remote","idx":0},"remotes":[{"idx":0,"url":"https://stepcode.dev/api/mcp","transport":"streamable-http","templated":false,"headers":[],"auth":{"type":"none","location":null,"secret_name":null,"oauth":null},"protocol":{"supported_versions":["2025-11-25"],"stateless":true},"health":{"reachable":true,"uptime_30d":1,"latency_ms_p50":309,"consecutive_failures":0,"last_probe_at":"2026-10-19T15:41:08.116Z","last_ok_at":"2026-10-19T15:41:08.116Z"}}],"packages":[]},"dev.protogrid/tools":[{"name":"get_howto_page","title":"Get one stepcode how-to page","description":"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.","annotations":{"title":"Get one stepcode how-to page","readOnlyHint":true,"openWorldHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:41:08.116Z"},{"name":"list_analysis_families","title":"List stepcode's analysis families","description":"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.","annotations":{"title":"List stepcode's analysis families","readOnlyHint":true,"openWorldHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:41:08.116Z"},{"name":"list_howto_pages","title":"List stepcode's how-to pages","description":"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.","annotations":{"title":"List stepcode's how-to pages","readOnlyHint":true,"openWorldHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:41:08.116Z"},{"name":"search_howto_pages","title":"Search stepcode's how-to pages","description":"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 (same as list_howto_pages).","annotations":{"title":"Search stepcode's how-to pages","readOnlyHint":true,"openWorldHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:41:08.116Z"}],"dev.protogrid/trust":{"score":93,"components":{"hygiene":100,"liveness":100,"freshness":85,"provenance":85},"drivers":["+repository","+dns-namespace","+website","+reachable","+uptime-100%","~updated-41d-ago"],"flags":[],"blocked":false,"computed_at":"2026-10-19T17:48:51.225Z","disclaimer":"Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed."},"dev.protogrid/quality":{"score":85,"label":"good","components":{"auth":null,"hygiene":86,"protocol":75,"stability":100,"dependencies":null},"checks":[{"id":"protocol.modern","detail":"newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28","status":"warn","category":"protocol"},{"id":"protocol.stateless","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"protocol.transport","detail":"streamable HTTP","status":"pass","category":"protocol"},{"id":"protocol.list_ttl","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"auth.prm","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.as_metadata","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.cimd","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.secret_in_url","detail":"no templated URL","status":"na","category":"auth"},{"id":"tools.descriptions","detail":"every tool has a description","status":"pass","category":"hygiene"},{"id":"tools.description_length","detail":"descriptions are concise","status":"pass","category":"hygiene"},{"id":"tools.schemas","detail":"every tool has an object input schema","status":"pass","category":"hygiene"},{"id":"tools.annotations","detail":"4 of 4 tools declare readOnlyHint or destructiveHint","status":"pass","category":"hygiene"},{"id":"tools.directory_hints","detail":"no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_howto_pages (idempotentHint); list_analysis_families (idempotentHint); list_howto_pages (idempotentHint); …","status":"fail","category":"hygiene"},{"id":"tools.token_cost","detail":"about 605 tokens to load every tool","status":"pass","category":"hygiene"},{"id":"tools.api_dump","detail":"tools are not a one-to-one API dump","status":"pass","category":"hygiene"},{"id":"stability.changes","detail":"2 tool changes in 30 days","status":"pass","category":"stability"},{"id":"stability.rug_pull","detail":"no tool changed its meaning under the same name","status":"pass","category":"stability"},{"id":"deps.known_vulns","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.mcp_sdk_version","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.resolvable","detail":"no npm or PyPI package","status":"na","category":"dependencies"}],"drivers":["-tools.directory_hints","~protocol.modern"],"flags":[],"tool_count":4,"token_estimate":605,"tools_hash":"05f7c3442feb5d82d632b68ceeb17d50","tools_changed_at":"2026-09-26T03:36:18.047Z","computed_at":"2026-10-19T17:57:43.054Z","disclaimer":"Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed."},"dev.protogrid/identity":{"canonical_id":"dev.stepcode/stepcode","aliases":[],"alias_count":0,"repository_key":"github:people-analyst/stepcode","owner":{"verified":false,"method":null,"since":null}}},"next_actions":[{"action":"list_tools","description":"Every current tool with input schemas","href":"/v1/servers/dev.stepcode%2Fstepcode/tools","arguments":{"name":"dev.stepcode/stepcode"}},{"action":"get_connection","description":"Minimal connection block for the preferred remote or package","href":"/v1/servers/dev.stepcode%2Fstepcode/connection?target=mcpServers","arguments":{"name":"dev.stepcode/stepcode","target":"mcpServers"}},{"action":"search","description":"Find other servers by intent","href":"/v1/search?q={query}","arguments":{"q":"{query}"}}]}