kunanonj/ai-skills-hub · .agents/skills/analyze-codebase-for-mcp/SKILL.md

analyze-codebase-for-mcp skillA

analyze-codebase-for-mcp is agent-read markdown (skill) from kunanonj/ai-skills-hub: Analyze an arbitrary codebase to identify functions, APIs, and data sources suitable for exposure as MCP tools, producing a tool specification document. Use when planning an MCP server for an existing project, auditing a codebase before wrapping it as an AI-accessible tool surface, comparing what a codebase can do versus what is already exposed via MCP, or generating a tool spec to hand off to scaffold-mcp-server..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add kunanonj/ai-skills-hub/analyze-codebase-for-mcp@v1.0
Exact content
mdr add kunanonj/ai-skills-hub/analyze-codebase-for-mcp@sha256:4a7c4fbfd5bf3022

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_p5lkqw4isefy7zm5.svg)](https://markdownregistry.com/a/art_p5lkqw4isefy7zm5)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-06-28 caecf60 10,714 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10714 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kunanonj/ai-skills-hub · 5 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p5lkqw4isefy7zm5
GET https://markdownregistry.com/api/v1/resolve?ref=kunanonj/ai-skills-hub/analyze-codebase-for-mcp
GET https://markdownregistry.com/api/v1/blob/4a7c4fbfd5bf302276a7ef9908f342ca300584cdf96131486908aa965a94c0e7

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.