Schema | Houtini-lm

Houtini-lm

Overview Schema Related Servers Score Discussions

Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
`LLM_MCP_ALLOWED_DIRS`	No	Comma-separated list of directories that the MCP server is allowed to access (e.g., C:/your-projects,C:/dev,C:/websites)

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

Name	Description
analyze_code_qualityA	Analyze code quality including complexity, maintainability, and best practices adherence WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
compare_integrationA	Compare integration between multiple files to identify mismatches, missing imports, and compatibility issues. Returns actionable fixes with line numbers. WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
count_filesC	Analyze directory structure and generate markdown directory tree with file and folder counts WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
analyze_database_queriesA	Analyze database queries for performance, security, and best practices in code files or entire projects WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
analyze_dependenciesA	Analyze code dependencies including circular references, unused imports, version conflicts, and coupling issues WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
diff_method_signaturesC	Compare method signatures between caller and callee to identify parameter mismatches and provide actionable fixes WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
find_pattern_usageB	Find usage of specific patterns across multiple files in a project. Supports regex patterns with intelligent context analysis. WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
find_unused_cssA	Analyze CSS usage and identify unused selectors for performance optimization. Supports both URL analysis and local file analysis. WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
analyze_n8n_workflowB	Analyze and optimize n8n workflow JSON for efficiency, error handling, and best practices WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
analyze_project_structureB	Analyze complete project structure and architecture with actionable strategic recommendations WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
security_auditB	Perform comprehensive security audit across entire project, analyzing data flows, authentication chains, and cross-file vulnerabilities with OWASP compliance checking WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
analyze_single_fileA	Analyze code structure, quality, patterns, and provide actionable recommendations for individual files or entire projects WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
trace_execution_pathA	Trace execution path through multiple files starting from an entry point. Shows complete call flow with intelligent analysis and architectural insights. WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
audit_wordpress_pluginB	Comprehensive WordPress plugin audit - chains multiple analysis steps for security, performance, dependencies, and code quality WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
wordpress_plugin_readinessB	Comprehensive WordPress plugin readiness check for security, best practices, and WordPress.org submission WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
analyze_wordpress_securityB	Comprehensive WordPress security analysis for plugins, themes, and core implementations with OWASP and WordPress-specific vulnerability detection WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
audit_wordpress_themeA	Comprehensive WordPress theme audit - chains multiple analysis steps for security, performance, accessibility, SEO, and code quality WORKFLOW: Perfect for understanding complex code, identifying issues, and technical debt assessment TIP: Use Desktop Commander to read files, then pass content here for analysis SAVES: Claude context for strategic decisions
generate_project_documentationC	Generate comprehensive project documentation based on codebase analysis with intelligent file discovery and structured output WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
suggest_refactoringC	Analyze code and suggest refactoring improvements with project-specific patterns (handles both single and multi-file) WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
generate_responsive_componentA	Generate responsive, accessible HTML/CSS components with modern best practices WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
convert_to_typescriptB	Convert JavaScript code to TypeScript with comprehensive type annotations and modern best practices WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
generate_unit_testsC	Generate comprehensive unit tests for code with framework-specific patterns and complete coverage strategies WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
generate_wordpress_pluginB	Generate a complete WordPress plugin structure with all necessary files and best practices WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
wordpress_theme_from_staticB	Convert static HTML/CSS/JS sites into fully functional WordPress themes with smart template detection WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
custom_promptC	Universal fallback executor for any custom prompt with optional file context. Uses dynamic token allocation based on your loaded model - can handle everything from quick tasks to comprehensive multi-file analysis. The Swiss Army knife when no other specialized function matches your needs. WORKFLOW: Flexible analysis and generation for any development task TIP: Provide clear instructions for any analysis or generation task SAVES: Claude context for strategic decisions
find_unused_filesB	Identify genuinely unused TypeScript/JavaScript files in complex projects with dynamic loading patterns WORKFLOW: System diagnostics and function discovery TIP: Start with health_check, use list_functions to explore capabilities SAVES: Claude context for strategic decisions
arcade_gameB	Generate complete playable 2D arcade games using HTML5 Canvas with player controls, enemies, and game mechanics WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
create_text_adventureA	Generate complete interactive text adventure games with branching storylines, inventory systems, and multiple endings WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
css_art_generatorB	Create pure CSS drawings, animations, and interactive art with no images required - just clever CSS techniques WORKFLOW: Ideal for creating production-ready code, tests, and documentation TIP: Generate unlimited iterations locally, then review with Claude SAVES: Claude context for strategic decisions
clear_analysis_cacheA	Clear the multi-file analysis cache for a specific file or all files WORKFLOW: System diagnostics and function discovery TIP: Start with health_check, use list_functions to explore capabilities SAVES: Claude context for strategic decisions
get_cache_statisticsA	Get statistics about the current analysis cache WORKFLOW: System diagnostics and function discovery TIP: Start with health_check, use list_functions to explore capabilities SAVES: Claude context for strategic decisions
list_functionsA	List all available Houtini LM functions with usage information WORKFLOW: System diagnostics and function discovery TIP: Start with health_check, use list_functions to explore capabilities SAVES: Claude context for strategic decisions
health_checkA	Check if LM Studio is running and responding WORKFLOW: System diagnostics and function discovery TIP: Start with health_check, use list_functions to explore capabilities SAVES: Claude context for strategic decisions
resolve_pathC	Analyze a file system path and suggest correct MCP parameters WORKFLOW: System diagnostics and function discovery TIP: Start with health_check, use list_functions to explore capabilities SAVES: Claude context for strategic decisions

Prompts

Interactive templates invoked by user choice

Name	Description
No prompts

Resources

Contextual data attached and managed by the client

Name	Description
No resources

Server Configuration
Instructions
Capabilities
Tools
Prompts
Resources

Latest Blog Posts

Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)
By Om-Shree-0709 on July 25, 2026.
mcp
Agent Identity
OAuth 2.1
Your AI Chatbot Just Exposed Your CEO's Salary to an Intern
By Om-Shree-0709 on July 2, 2026.
Agent Identity
MCP Security
OAuth Delegation
Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)
By Om-Shree-0709 on June 30, 2026.
Agentic Ai
Prompt Injection
WebAssembly

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/houtini-ai/houtini-lm'

If you have feedback or need assistance with the MCP directory API, please join our Discord server