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Analyze Codebase For Mcp

Category: Dev Tools  ·  Sub-category: scaffolders  ·  Last updated:
ai:mcptype:audittype:generator
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.

About this skill (catalog notes)

Analyze Codebase For Mcp includes at least one code block. The SKILL.md runs to about 1,448 words, in the catalog's typical mid-range.

Source
pjt222.github.io/agent-almanac
License
MIT
Original author
pjt222
Indexed lastmod
Catalog position
Dev Tools · scaffolders
Indexed related skills
10

How Analyze Codebase For Mcp fits the catalog

Analyze Codebase For Mcp sits in the Dev Tools category under the scaffolders sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Scan a codebase to discover functions, REST endpoints, CLI commands, and data access patterns that are good candidates for MCP tool exposure, then produce a structured tool specification document.

What this skill does

Analyze Codebase For Mcp is a community-contributed Claude Code skill in the scaffolders sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/analyze-codebase-for-mcp/ and loads when your prompt matches the skill's trigger.

When to invoke it: 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.

Who uses this skill

The Analyze Codebase For Mcp Claude Code skill is built for developers, power users, and teams automating repetitive workflows and improving developer experience. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/analyze-codebase-for-mcp
curl -L https://claudskills.com/skills/analyze-codebase-for-mcp/SKILL.md \
  -o ~/.claude/skills/analyze-codebase-for-mcp/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/analyze-codebase-for-mcp/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/analyze-codebase-for-mcp/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\analyze-codebase-for-mcp\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Analyze Codebase For Mcp Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/analyze-codebase-for-mcp/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Analyze Codebase For Mcp skill do?
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.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Analyze Codebase For Mcp skill?
Use Analyze Codebase For Mcp when your Claude Code task falls under the Dev Tools category — specifically in the scaffolders area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Analyze Codebase For Mcp" or describe the task and let Claude pick). Browse related skills at /category/tools/.
What is a Claude Code skill and how does the Analyze Codebase For Mcp skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Analyze Codebase For Mcp is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
pjt222. (2026). Analyze Codebase For Mcp [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/analyze-codebase-for-mcp/
BibTeX
@misc{analyze-codebase-for-mcp-2026,
  author    = {pjt222},
  title     = {Analyze Codebase For Mcp [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/analyze-codebase-for-mcp/}
}

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