Mind Map MCP server

by nerfels·io.github.nerfels/mind-map·v1.12.13·2 stars

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Experimental code intelligence platform for Claude Code with AST parsing and context analysis

C57/100grade C

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Safety scan

C57/100

full report

Adoption

New

2 stars140 downloads/wk

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Mind Map tools (55, 10 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

advanced_querywrite action
Execute advanced Cypher-like graph queries with complex filtering, aggregation, and pattern matching
aggregate_querywrite action
Execute aggregate queries for project insights, statistics, and analytics
allocate_attention
Dynamically allocate attention to specific nodes based on context and cognitive load theory
analyze_and_predict
Trigger immediate pattern analysis and prediction generation based on current project state
analyze_architecture
Analyze the project architecture and detect design patterns, architectural styles, and structural insights
analyze_call_patterns
Analyze function call patterns, method invocations, and code relationships within TypeScript/JavaScript files. Creates a comprehensive call graph with complexity metrics, recursion detection, and cross-file relationship mapping.
analyze_document
Analyze a specific document file for structure, links, code relationships, and documentation quality
analyze_polyglot_project
Analyze project structure for multi-language patterns, architecture style, and language interoperability
analyze_project_documentation
Analyze all documentation files in the project including markdown, restructured text, and configuration files. Provides comprehensive documentation analysis with brain-inspired relationship learning.
clear_cache
Clear the query cache to free memory and force fresh results
create_context_windowwrite action
Create a temporal context window for grouping related changes and relationships within a specific time period
create_temporal_snapshotwrite action
Create a temporal snapshot of the current knowledge state for analysis and comparison
detect_cross_language_deps
Detect cross-language dependencies and communication patterns in polyglot projects
detect_enhanced_frameworks
Comprehensive framework detection across web, mobile, desktop, game, ML/AI, and cloud categories
detect_project_tooling
Detect available development tools across all languages in the project
execute_saved_querywrite action
Execute a previously saved query template with optional parameter overrides
generate_multi_language_refactorings
Generate intelligent refactoring suggestions for multi-language codebases
get_attention_stats
Get brain-inspired attention system statistics showing attention allocation, modality distribution, focus efficiency, and cognitive load metrics
get_bi_temporal_stats
Get bi-temporal knowledge model statistics showing valid time vs transaction time tracking, context windows, and temporal relationship analysis
get_cache_stats
Get query cache statistics including hit rate, memory usage, and performance metrics
get_context
Get contextual information about the current project state and previous interactions
get_context_summary
Get current context summary across all hierarchical levels (immediate, session, project, domain) with most relevant context items
get_document_relationships
Get relationships between documentation and code files, including implementation mappings and cross-references
get_documentation_insights
Get intelligent insights about documentation quality, coverage gaps, broken links, and improvement recommendations
get_documentation_statistics
Get comprehensive statistics about project documentation including word counts, link analysis, and coverage metrics
get_emerging_patterns
Get patterns that are emerging but not yet fully established, with emergence stage and confidence
get_framework_recommendations
Get intelligent recommendations based on detected frameworks and project patterns
get_hebbian_stats
Get Hebbian learning statistics showing associative connections, co-activation patterns, and neural-inspired relationship strengthening
get_hierarchical_context_stats
Get hierarchical context system statistics showing multi-level context awareness, context distribution, and brain-inspired context management
get_ignore_stats
Get statistics about currently active ignore patterns and their effectiveness
get_inhibitory_stats
Get brain-inspired inhibitory learning statistics including pattern counts, strength distribution, and learning effectiveness
get_insights
Generate comprehensive project insights and analytics with actionable recommendations
get_multi_modal_fusion_stats
Get multi-modal confidence fusion statistics showing evidence combination, modality reliability, and advanced confidence calibration
get_pattern_predictions
Get specific pattern predictions with probability, timeframe, and confidence analysis
get_performance
Get performance statistics and identify slow operations in the mind map system
get_prediction_engine_stats
Get pattern prediction engine statistics showing emerging patterns, predictions, and trend analysis
get_stats
Get statistics about the current mind map and project analysis
get_tooling_recommendations
Get intelligent recommendations for missing or beneficial development tools
init_claude_code
Get comprehensive setup instructions and configuration guidance for integrating Mind Map MCP with Claude Code
invalidate_relationship
Mark a relationship as no longer valid (set valid time end)
predict_errors
Analyze code patterns and predict potential errors before they occur based on historical data and code analysis
predict_pattern_emergence
Predict when a specific pattern will emerge with detailed analysis and alternatives
query_bi_temporal
Query relationships with temporal constraints - valid time, transaction time, and context windows
query_mindmap
Query the project mind map with enhanced semantic search, context-aware relevance scoring, and intelligent routing. Supports file path queries, function/class name searches, semantic concept matching, and multi-modal confidence fusion.
run_language_toolwrite action
Execute a specific development tool and return results with issue analysis
run_tool_suitewrite action
Run multiple development tools and aggregate results for comprehensive analysis
save_query
Save a query template for reuse with parameters
scan_project
Perform a fresh scan of the project to update the mind map with current file structure. Supports multiple project contexts via project_root parameter or MCP_PROJECT_ROOT environment variable.
suggest_exploration
Get intelligent suggestions for where to look or what to explore based on a task description
suggest_fixes
Get intelligent fix suggestions for errors based on historical data, error patterns, and contextual analysis
temporal_query
Query code evolution over time, track changes, and analyze trends
test_ignore_patterns
Test ignore patterns against project files to see what would be ignored
update_attentionwrite action
Update attention system from user activity (file access, edits, errors, successes) for dynamic attention learning
update_ignore_patternswrite action
Update ignore patterns for file scanning with support for .gitignore and .mindmapignore files
update_mindmapwrite action
Update the mind map with new knowledge from completed tasks, errors encountered, or solutions found

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

1 high

Code scan129 source files scanned13/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 318 days ago4/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

highShell command built from a string (injection risk)exec.shell-concat

dist/core/LanguageToolingDetector.js: …le(command) { try { execSync(`which ${command}`, { stdio: 'ignore' }); …

Overall 57/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Mind Map compares

Against every graded Maps and travel MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 57/100; higher than 10% of 681 Maps and travel servers
Tools: 55; the typical Maps and travel server has 6
Tools that change things: 18%; typical: 0%. Fewer write tools means less an agent can break
GitHub stars: 2; more than 75% of 324 Maps and travel servers
Downloads a week: 140; more than 74% of 150 Maps and travel servers with a package

What its tools let an agent do: 43 read · 4 create · 5 change · 3 run or deploy

Install Mind Map in Claude Code, Cursor or VS Code

Runs npx -y mind-map-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mind-map -- npx -y mind-map-mcp

Add to Cursor

What the publisher says

From the Mind Map repository's README, as published. We do not edit it. Read it on GitHub

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

🎯 Latest Update v1.22.0: Cross-Language API Detection - Comprehensive API endpoint detection across 12 programming languages. New Features: Detect REST APIs (Flask, Express, Spring Boot), GraphQL schemas, gRPC services, WebSocket endpoints, and WebAssembly modules. Language Support: Python, JavaScript/TypeScript, Java, Go, Rust, C++, C#, PHP, Ruby, Swift, Kotlin, and Scala. Intelligent Detection: Framework-specific patterns with confidence scoring for accurate API discovery. New dedicated MCP tool detectcrosslanguage_apis for direct API analysis.

⚠️ Important Disclaimer

This is experimental software developed for research and testing purposes. It explores various approaches to code analysis and project understanding using Model Context Protocol (MCP).

Before using:

Expect bugs, incomplete features, and breaking changes
Use in non-production environments only
Backup your projects before extensive use
Report issues and provide feedback to help improve the project

Use cases:

Improving coding workflows with Claude Code - Enhanced project understanding and context
Experimenting with MCP server development
Testing code analysis and pattern detection approaches
Research into alternative programming assistance tools
Learning about AST parsing and project structure analysis

📦 Installation & Setup

Quick Install from npm

# Install globally
npm install -g mind-map-mcp

# Or install locally in your project
npm install mind-map-mcp

Claude Code Integration

1. Automatic Setup (Recommended)

The easiest way to set up Mind Map MCP with Claude Code:

# Run the automatic setup tool
npx mind-map-mcp init-claude-code

# Or if installed globally
mind-map-mcp init-claude-code

This automatically:

✅ Detects your operating system and Claude installation
✅ Creates proper configuration files with correct paths
✅ Provides platform-specific setup instructions
✅ Includes verification commands and troubleshooting

2. Manual Setup for Claude Desktop

If you prefer manual configuration, add this to your Claude Desktop config:

macOS: ~/Library/Application Support/Claude/claudedesktopconfig.json Windows: %APPDATA%/Claude/claudedesktopconfig.json Linux: ~/.config/claude-desktop/config.json

{
  "mcpServers": {
    "mind-map-mcp": {
      "command": "npx",
      "args": ["mind-map-mcp"],
      "env": {}
    }
  }
}

3. Environment Variable Configuration

You can configure the MCP server to work with specific project directories using the MCPPROJECTROOT environment variable:

{
  "mcpServers": {
    "mind-map-mcp": {
      "command": "npx",
      "args": ["mind-map-mcp"],
      "env": {
        "MCP_PROJECT_ROOT": "/path/to/your/project"
      }
    }
  }
}

What it does:

Makes MCP scan and cache files in the specified project directory
Creates .mindmap-cache folder in the target project
Uses project-specific configuration and mind map data
Allows working with multiple projects independently

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Mind Map: common questions

Is Mind Map MCP server safe?: With care: it is graded C, so read the findings first (57/100). Read the Mind Map safety report
How do I install Mind Map?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Mind Map need an API key?: No secret keys are declared. It reads 1 setting from the environment.
Is Mind Map maintained?: The last commit was 351 days ago (2025-11-18). The latest release is v1.12.13.
What can I use instead of Mind Map?: Servers from other publishers that do the same job: Flowzap MCP server, Repo Graph MCP server and Agentmap MCP server.
How does Mind Map compare with other Maps and travel MCP servers?: safety score 57/100 (higher than 10% of 681 Maps and travel servers); tools 55 (the typical Maps and travel server has 6); tools that change things 18% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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Run it through the gateway

Local package. It runs on your machine, not through the gateway.

Rating: —
Safety grade: C · 57/100
Stars: 2
Downloads/wk: 140
Price: Free
Licence: MIT
Transport: Local · npm
Version: 1.12.13
Category: Maps and travel
Last release: 2025-11-18

Credentials it needs

MCP_PROJECT_ROOTProject root directory for MCP to analyze (optional - uses current working directory if not specified)

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