MCPVault

auto_learn_if_needed

MCP tool from In Memoria by pi22by7

Smart auto-learning with staleness detection ⭐ (Phase 4: includes quick setup functionality)

How to use it

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

Install In Memoria

$npx in-memoria learn ./my-project
FULL IN MEMORIA LISTING

Other tools in In Memoria (12)

analyze_codebase

Analyze files/directories with concepts, patterns, complexity (Phase 4: now handles both files and directories)

contribute_insights

Record architectural decisions

get_developer_profile

Access coding style and work context

get_intelligence_metrics

Analytics on learned patterns

get_pattern_recommendations

Get patterns with related files for consistency

get_performance_status

Performance diagnostics

get_project_blueprint

Instant project context with tech stack and entry points ⭐ (Phase 4: includes learning status)

get_semantic_insights

Query learned concepts and relationships

get_system_status

Health check

learn_codebase_intelligence

Deep learning to extract patterns and architecture

predict_coding_approach

Implementation guidance with file routing ⭐

search_codebase

Multi-mode search (semantic/text/pattern)