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openlore

Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.

Tools 35
GitHub stars 296
Installs / wk 1.2k
Licence MIT
Transport stdio
Last checked never

Tools & capabilities

35 tools

Read from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.

analyze_codebase from source
USE THIS WHEN: the project has never been analyzed, or the user says the code changed
analyze_impact from source
USE THIS WHEN: you\
blast_radius from source
USE THIS WHEN: before committing/editing, you want one briefing of what your diff actually
check_spec_drift from source
USE THIS WHEN: you\
explain_retrieval_miss from source
federation_status from source
find_dead_code from source
USE THIS WHEN:
get_architecture_overview from source
USE THIS WHEN: onboarding to an unknown codebase, or before planning a large feature.
get_call_graph from source
Return the call graph for a project: hub functions (high fan-in),
get_critical_hubs from source
get_duplicate_report from source
Detect duplicate code (clone groups) across the codebase using pure static analysis.
get_file_dependencies from source
get_function_body from source
get_function_skeleton from source
get_god_functions from source
get_health_map from source
get_landmarks from source
get_map from source
get_mapping from source
Return the requirement → function mapping produced by openlore generate.
get_refactor_report from source
Return a prioritized list of functions that need refactoring, based on
get_signatures from source
Return compact function and class signatures for files in a project.
get_spec from source
get_style_fingerprint from source
get_subgraph from source
Extract a subgraph of the call graph centred on ONE specific function.
get_surprising_connections from source
get_test_coverage from source
list_spec_domains from source
openlore from source
orient from source
START HERE. Call this before any other tool when beginning a new task on an unfamiliar codebase.
prepare_spec_generation from source
Return paged evidence for a host to author an OpenSpec domain. Read-only; no LLM or writes.
prepare_spec_repair from source
Return paged evidence for a host to repair an OpenSpec domain. Read-only; no LLM or writes.
reject_decision from source
select_tests from source
USE THIS WHEN: you changed code and want to know which tests to run —
trace_execution_path from source
USE THIS WHEN debugging:
verify_claim from source
USE THIS BEFORE asserting a structural fact (