Mind Map
This is an experimental code intelligence server that brings AST parsing and neuroscience-inspired analysis to your codebase. It exposes 33 MCP tools covering project scanning, cross-language API detection across 12 languages (Python, JavaScript, Java, Go, Rust, and more), and pattern recognition through associative learning. The Hebbian learning system tracks code co-activation patterns, while hierarchical context and attention mechanisms help surface relevant project areas. You'd reach for this when working with polyglot codebases where you need to detect REST APIs, GraphQL schemas, or gRPC services across different frameworks, or when you want Claude to build up an evolving understanding of your project structure. Still actively experimental with frequent breaking changes, so test it outside production environments first.
- GitHub stars
- 2
- tools
- 27
- transport
- STDIO
- env var
- 1
- last updated
- Sep 16, 2025
Tools
27 toolsPublic tool metadata for what this MCP can expose to an agent.
scan_projectInitial project analysis with AST parsing and pattern detection
Initial project analysis with AST parsing and pattern detection
No parameter schema in public metadata yet.
query_mindmapSemantic search with confidence scoring and relevance ranking
Semantic search with confidence scoring and relevance ranking
No parameter schema in public metadata yet.
update_mindmapLearning system for task outcomes and error patterns
Learning system for task outcomes and error patterns
No parameter schema in public metadata yet.
suggest_explorationIntelligent file/function recommendations
Intelligent file/function recommendations
No parameter schema in public metadata yet.
get_contextProject overview and contextual information
Project overview and contextual information
No parameter schema in public metadata yet.
get_statsComprehensive project statistics and metrics
Comprehensive project statistics and metrics
No parameter schema in public metadata yet.
predict_errorsRisk analysis and error prediction based on patterns
Risk analysis and error prediction based on patterns
No parameter schema in public metadata yet.
suggest_fixesContext-aware fix recommendations for error patterns
Context-aware fix recommendations for error patterns
No parameter schema in public metadata yet.
analyze_architectureDetect architectural patterns and design insights
Detect architectural patterns and design insights
No parameter schema in public metadata yet.
advanced_queryCypher-like graph queries with complex filtering
Cypher-like graph queries with complex filtering
No parameter schema in public metadata yet.
temporal_queryCode evolution and change impact analysis
Code evolution and change impact analysis
No parameter schema in public metadata yet.
aggregate_queryProject metrics, insights, and trend analysis
Project metrics, insights, and trend analysis
No parameter schema in public metadata yet.
get_performanceReal-time performance monitoring and bottleneck detection
Real-time performance monitoring and bottleneck detection
No parameter schema in public metadata yet.
get_cache_statsQuery cache performance metrics and memory usage statistics
Query cache performance metrics and memory usage statistics
No parameter schema in public metadata yet.
clear_cacheIntelligent cache invalidation with selective path-based clearing
Intelligent cache invalidation with selective path-based clearing
No parameter schema in public metadata yet.
save_querySave and manage reusable query templates
Save and manage reusable query templates
No parameter schema in public metadata yet.
execute_saved_queryRun saved queries with parameter substitution
Run saved queries with parameter substitution
No parameter schema in public metadata yet.
get_insightsComprehensive project insights with actionable recommendations
Comprehensive project insights with actionable recommendations
No parameter schema in public metadata yet.
detect_cross_language_depsIdentify cross-language dependencies and communication patterns
Identify cross-language dependencies and communication patterns
No parameter schema in public metadata yet.
analyze_polyglot_projectAnalyze multi-language project structure and architecture
Analyze multi-language project structure and architecture
No parameter schema in public metadata yet.
generate_multi_language_refactoringsGenerate refactoring suggestions for polyglot codebases
Generate refactoring suggestions for polyglot codebases
No parameter schema in public metadata yet.
detect_project_toolingDetect available development tools across all languages in the project
Detect available development tools across all languages in the project
No parameter schema in public metadata yet.
run_language_toolExecute specific development tools with intelligent issue parsing
Execute specific development tools with intelligent issue parsing
No parameter schema in public metadata yet.
get_tooling_recommendationsGet intelligent recommendations for missing development tools
Get intelligent recommendations for missing development tools
No parameter schema in public metadata yet.
run_tool_suiteRun multiple development tools in parallel with aggregated results
Run multiple development tools in parallel with aggregated results
No parameter schema in public metadata yet.
detect_enhanced_frameworksComprehensive framework detection across web, mobile, desktop, game, ML/AI, and cloud categories
Comprehensive framework detection across web, mobile, desktop, game, ML/AI, and cloud categories
No parameter schema in public metadata yet.
get_framework_recommendationsGet intelligent recommendations based on detected frameworks and project patterns
Get intelligent recommendations based on detected frameworks and project patterns
No parameter schema in public metadata yet.
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MCP_PROJECT_ROOTProject root directory for MCP to analyze (optional - uses current working directory if not specified)
Readme
Mind Map MCP Server v1.22.0
Experimental Code Intelligence Platform - A Model Context Protocol (MCP) server that explores neuroscience-inspired approaches to software development analysis. This is an experimental research project featuring advanced query caching, associative learning patterns, context awareness, attention mechanisms, temporal knowledge modeling, and code analysis tools.
⚠️ Current Status: Experimental v1.22.0
🧪 This is experimental software under active development - Use for testing and research purposes. Features may change or be removed.
Features under development: Context-aware caching • Brain-inspired learning • Code pattern detection • Document analysis • Multi-language AST parsing • File ignore patterns • CI/CD automation • Memory optimization
Details
- Repository
- github.com/nerfels/mind-map
- Package
mind-map-mcp- Transport
- STDIO
- Registry
- MCP registry, active