Ontomics
未认领Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.
安装
claude mcp add -s user ontomics -- ontomics工具（19 个）
check_naming
Check an identifier against project conventions; suggests the canonical form
compact_context
Assemble tiered context (concepts + logic) for a symbol, optimized for LLM consumption
concept_map
Show which modules contain which domain concepts
describe_file
Overview of a file's entities, concepts, and relationships
describe_logic
Get the behavioral description, body text, and logic cluster membership for a function
describe_symbol
Get the signature, docstring, and relationships for a function or class
export_domain_pack
Export domain knowledge as portable YAML for use in other repos
find_similar_logic
Find functions with behaviorally similar implementations, ranked by embedding similarity
list_concepts
List the top domain concepts by frequency
list_conventions
List all detected naming patterns (prefixes, suffixes, conversions)
list_entities
List code entities (classes, functions) filtered by concept, role, or kind
locate_concept
Find the key signatures, classes, and files for a concept
ontology_diff
Show new, changed, or removed domain concepts since a git ref
query_concept
Find all variants, related concepts, and occurrences of a term
suggest_name
Generate an identifier name that fits the project's vocabulary
trace_concept
Trace how a concept flows through the codebase via call chains
trace_type
Trace how a specific type propagates across files and call sites
type_flows
Show dominant types and how data flows through the codebase
vocabulary_health
Measure convention coverage, naming consistency, and cluster cohesion