Analyze Codebase For Mcp
Skill Verified ActiveAnalyze 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.
To streamline the process of planning, auditing, and generating specifications for MCP servers by systematically analyzing existing codebases.
Features
- Scans codebases for functions, APIs, and data sources
- Identifies MCP tool suitability based on defined criteria
- Generates structured YAML tool specification documents
- Provides gap analysis against existing MCP servers
- Handles multiple programming languages
Use Cases
- Planning an MCP server for an existing project
- Auditing a codebase before exposing it as AI-accessible tools
- Comparing existing code capabilities with current MCP tool exposure
- Generating tool specifications for scaffold-mcp-server
Non-Goals
- Automatically refactoring code to be MCP-compatible
- Deploying or configuring an MCP server
- Analyzing interpreted languages without explicit language parameters
Installation
/plugin install agent-almanac@pjt222-agent-almanacQuality Score
VerifiedTrust Signals
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