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stepcode

R0· no sign-in

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

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust93of 100
Uptime, 30 days100%
Latency p50307 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "stepcode": {
      "type": "http",
      "url": "https://stepcode.dev/api/mcp"
    }
  }
}
claude mcp add --transport http stepcode https://stepcode.dev/api/mcp
[mcp_servers.stepcode]
url = "https://stepcode.dev/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "stepcode": {
      "type": "remote",
      "url": "https://stepcode.dev/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "stepcode": {
      "type": "http",
      "url": "https://stepcode.dev/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=stepcode&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc3RlcGNvZGUuZGV2L2FwaS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "stepcode": {
      "type": "http",
      "url": "https://stepcode.dev/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "stepcode": {
      "httpUrl": "https://stepcode.dev/api/mcp"
    }
  }
}
extensions:
  "stepcode":
    enabled: true
    name: "stepcode"
    type: streamable_http
    uri: "https://stepcode.dev/api/mcp"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_howto_pages (idempotentHint); list_analysis_families (idempotentHint); list_howto_pages (idempotentHint); …
  • pass
    tools.token_costabout 605 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes2 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 605 tokens to load them all · tool set 05f7c3442feb · tools last changed 2026-09-26 · checked 2026-10-19 11:27 UTC

Tool changes

  • search_howto_pageschangeddescription, input schema
    before

    Filter 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).

    after · 63% of words in common

    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).

  • get_membership_offerremoved

    Return 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.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

provenance85
liveness100
freshness85
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-41d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://stepcode.dev/api/mcp streamable-httpnoneyes100%307 ms2025-11-252026-10-19

Tools (4)

get_howto_pageread-onlyGet 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-onlyList 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.
list_howto_pagesread-onlyList 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-onlyFilter 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).

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "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."
}