compact_context

MCP tool from Ontomics by EtienneChollet

Assemble tiered context (concepts + logic) for a symbol, optimized for LLM consumption

How to use it

compact_context is exposed by the Ontomics MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the compact_context tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Ontomics

$claude mcp add -s user ontomics -- ontomics

FULL ONTOMICS LISTING

Other tools in Ontomics (18)

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export_domain_pack

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find_similar_logic

Find functions with behaviorally similar implementations, ranked by embedding similarity

List the top domain concepts by frequency

list_conventions

List all detected naming patterns (prefixes, suffixes, conversions)

List code entities (classes, functions) filtered by concept, role, or kind

Find the key signatures, classes, and files for a concept

Show new, changed, or removed domain concepts since a git ref

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Generate an identifier name that fits the project's vocabulary

Trace how a concept flows through the codebase via call chains

Trace how a specific type propagates across files and call sites

Show dominant types and how data flows through the codebase

vocabulary_health

Measure convention coverage, naming consistency, and cluster cohesion