koncept-mcp

Overview

Koncepto is an MCP server that creates a semantic layer on top of codebases, capturing what code means rather than just what it does. It allows developers to define semantic concepts in YAML format that represent cross-cutting concerns that aren't visible through traditional structural code graphs. The server provides tools to verify, list, and link these concepts across a codebase.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• list_concepts

  List all registered concepts in the concept graph

  Try:Show me all conceptsTry:List all registered concepts
• get_concept

  Retrieve details for a specific concept by name

  Try:Get details for the 'auth-concept'Try:Show me the 'ui-counting' concept
• find_concepts

  Search concepts by patterns or properties

  Try:Find all concepts related to 'sector'Try:Search concepts with 'manual-override'
• verify_concepts

  Verify all concepts against the current codebase

  Try:Verify all concepts in my projectTry:Check if concepts match the codebase

Note: Inferred from the MCP server description mentioning '4 tools' and CLI commands like 'list' and 'verify'. Exact tool names and signatures not explicitly documented in the README.

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Installation

# Install in your project
pnpm add -D @yourtechtribe-labs/koncept-cli@alpha

# Bootstrap
npx koncepto init

# Register MCP server (Claude Code)
claude mcp add --scope user koncepto -- \
  npx -y @yourtechtribe-labs/koncept-mcp-server@alpha "$PWD"

FAQ

What is the difference between koncepto and code graphs like Aider repomap?

Code graphs capture structural relations (imports, calls), while koncepto captures semantic invariants - cross-cutting concepts not related by imports.

Is koncepto production-ready?

No, koncepto is currently in pre-alpha (v0.1.0-alpha.3). The schema and tool surface may break before the 0.1.0 final release.

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