Plugin Hub
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
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
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| a11y_scan_htmlB | Scan HTML content for accessibility issues against WCAG 2.1 guidelines |
| a11y_add_ariaA | Add appropriate ARIA attributes to HTML elements to improve accessibility |
| a11y_generate_reportB | Generate a comprehensive accessibility audit report with remediation guidance (Pro) |
| alert_generate_prometheusC | Generate Prometheus alerting rules |
| alert_generate_pagerdutyC | Generate PagerDuty integration and escalation |
| alert_generate_runbooksC | Generate alert response runbooks (Pro feature) |
| apidep_scanC | Scan for deprecated API usage |
| apidep_generate_warningsD | Generate deprecation warnings |
| apidep_migration_guideC | Generate API migration guide (Pro feature) |
| docs_generate_openapiC | Generate an OpenAPI 3.x specification from source code, routes, or endpoint definitions |
| docs_generate_swagger_uiB | Generate a Swagger UI HTML page from an OpenAPI specification |
| docs_validate_specA | Validate an OpenAPI specification for errors, warnings, and best practice violations (Pro) |
| api_generate_testsC | Generate comprehensive API test suite from OpenAPI spec, route definitions, or endpoint patterns |
| api_create_mockC | Generate a mock API server that returns realistic fake data matching your API schema |
| api_contract_testC | Verify API contract compatibility between a provider spec and consumer expectations (Pro feature) |
| api_benchmarkC | Create a performance benchmark configuration for API endpoints |
| apikey_generate_systemC | Generate API key creation and management |
| apikey_add_scopingC | Add scope-based API key permissions |
| apikey_add_rotationC | Generate API key rotation system (Pro feature) |
| arch_analyze_structureB | Analyze project structure and identify architectural patterns, layers, and dependencies |
| arch_generate_diagramB | Generate architecture diagram markup (Mermaid or PlantUML) from project analysis |
| arch_generate_docsC | Generate comprehensive architecture documentation from project analysis (Pro) |
| audit_generate_schemaC | Generate audit trail database schema with event storage, user tracking, and change diffs |
| audit_add_triggersC | Add automatic audit logging via database triggers or ORM middleware |
| audit_query_builderC | Pro: Build audit trail query API with filtering, timeline views, and compliance reports |
| auth_generate_jwtB | Generate JWT authentication boilerplate with signing, verification, and refresh token logic |
| auth_generate_oauthC | Generate OAuth 2.0 / OpenID Connect integration boilerplate |
| auth_generate_sessionC | Generate secure session-based authentication with cookie management |
| auth_audit_securityB | Audit existing authentication implementation for vulnerabilities (Pro feature) |
| batch_generate_processorD | Generate batch job processor |
| batch_add_progressC | Add progress tracking and reporting |
| batch_add_checkpointsC | Generate checkpoint and resume logic (Pro feature) |
| subscription_billing_setupC | Set up a complete subscription billing system with plan management, invoicing, and payment methods |
| metered_billingC | Configure metered/usage-based billing with real-time usage tracking and threshold alerts |
| invoice_generatorC | Generate PDF invoices with line items, tax calculations, and branding |
| blog_generate_setupC | Generate blog engine with MDX |
| blog_add_rssC | Add RSS feed generation |
| blog_add_seoC | Generate blog SEO optimization (Pro feature) |
| booking_generate_systemC | Generate booking/reservation system |
| booking_add_availabilityD | Add availability management |
| booking_add_remindersC | Generate booking reminders (Pro feature) |
| bundle_analyze_sizeC | Analyze JavaScript bundle size from package.json dependencies or build output |
| bundle_find_heavy_depsB | Identify heavy dependencies and suggest lighter alternatives |
| bundle_optimizeC | Generate a comprehensive bundle optimization plan with specific code changes (Pro) |
| cache_design_strategyC | Design a caching strategy with TTL policies, cache layers, and eviction rules |
| cache_generate_redisB | Generate Redis caching implementation with connection pooling and serialization |
| cache_invalidation_setupC | Pro: Set up cache invalidation with event-driven purging and tag-based invalidation |
| cal_setup_apiC | Set up calendar API integration |
| cal_add_syncD | Add calendar sync functionality |
| cal_generate_uiC | Generate calendar UI components (Pro feature) |
| changelog_from_commitsB | Generate a changelog from git commit messages following conventional commits format |
| changelog_from_prsC | Generate a changelog from pull request titles and descriptions |
| changelog_formatB | Reformat and standardize an existing changelog to follow best practices (Pro) |
| cb_generate_patternC | Generate a circuit breaker implementation for service-to-service communication |
| cb_add_fallbacksC | Add fallback strategies to a circuit breaker implementation |
| cb_configure_thresholdsC | Configure and tune circuit breaker thresholds based on traffic patterns (Pro) |
| cli_generate_scaffoldB | Generate a CLI application scaffold with argument parsing, configuration, and project structure |
| cli_add_commandsB | Add subcommands with options, arguments, and validation to an existing CLI |
| cli_add_helpC | Generate comprehensive help text, man pages, and shell completions for a CLI (Pro) |
| clidocs_generate_helpC | Generate CLI help documentation |
| clidocs_generate_manpageC | Generate man page documentation |
| clidocs_generate_markdownC | Generate Markdown CLI docs (Pro feature) |
| cliprogress_generate_barsC | Generate CLI progress bars |
| cliprogress_add_spinnersC | Add loading spinners |
| cliprogress_add_multibarC | Generate multi-progress display (Pro feature) |
| cliprompt_generate_wizardC | Generate interactive CLI wizard |
| cliprompt_add_validationC | Add input validation to prompts |
| cliprompt_add_themesC | Generate themed CLI prompts (Pro feature) |
| clitest_generate_suiteC | Generate CLI integration tests |
| clitest_add_snapshotsC | Add CLI output snapshot tests |
| clitest_add_mocksC | Generate CLI mock utilities (Pro feature) |
| cf_generate_workerC | Generate a Cloudflare Worker script with routing, middleware, and environment bindings |
| cf_add_kv_storageC | Add Cloudflare KV namespace bindings and helper utilities to a Worker |
| cf_configure_routesA | Configure Worker routes, custom domains, and path-based routing (Pro) |
| cms_setup_headlessD | Set up headless CMS integration |
| cms_generate_typesC | Generate TypeScript types from CMS schema |
| cms_add_previewD | Generate content preview setup (Pro feature) |
| smell_detect_long_methodsB | Find methods and functions that are too long and should be broken down |
| smell_detect_god_classesB | Find classes with too many responsibilities that violate the Single Responsibility Principle |
| smell_detect_feature_envyB | Find methods that use more data from other classes than their own |
| smell_refactor_planC | Generate a comprehensive refactoring plan for all detected code smells (Pro feature) |
| split_analyze_chunksC | Analyze code splitting opportunities |
| split_generate_configC | Generate code splitting configuration |
| split_add_prefetchC | Generate prefetch strategies (Pro feature) |
| comment_generate_systemC | Generate comment/discussion system |
| comment_add_moderationD | Add comment moderation |
| comment_add_threadingC | Generate threaded comments (Pro feature) |
| commit_setup_conventionalC | Set up conventional commit linting with commitlint configuration and rules |
| commit_setup_huskyC | Configure Husky git hooks for commit message validation and pre-commit checks |
| commit_validate_historyB | Validate and analyze existing commit history against conventional commit standards (Pro) |
| complexity_analyzeB | Analyze cyclomatic complexity of functions and identify overly complex code |
| complexity_suggest_simplificationsB | Suggest specific refactoring strategies to reduce complexity |
| complexity_reportC | Generate a full complexity analysis report with trends (Pro feature) |
| compress_setup_gzipC | Set up gzip/brotli compression |
| compress_add_staticC | Add static asset compression |
| compress_optimizeC | Optimize compression settings (Pro feature) |
| container_audit_dockerfileC | Audit a Dockerfile for security best practices and optimization opportunities |
| container_scan_composeC | Scan docker-compose files for security and configuration issues |
| container_optimize_imageB | Suggest optimizations to reduce Docker image size and build time |
| container_security_reportB | Generate a comprehensive container security report (Pro feature) |
| cookie_generate_bannerC | Generate cookie consent banner |
| cookie_add_preferencesD | Add cookie preference management |
| cookie_generate_policyB | Generate cookie policy documentation (Pro feature) |
| cors_generate_middlewareC | Generate CORS middleware |
| cors_analyze_configC | Analyze CORS configuration |
| cors_generate_policyC | Generate CORS policy documentation (Pro feature) |
| cost_analyze_infraB | Analyze infrastructure-as-code files to estimate costs and find savings opportunities |
| cost_optimize_dockerB | Analyze Dockerfiles for image size reduction and build time optimization |
| cost_optimize_databaseA | Analyze database queries and schema for cost optimization opportunities (Pro feature) |
| cost_generate_reportC | Generate a monthly cost optimization report template for your infrastructure |
| coverage_analyze_gapsC | Analyze code coverage data to identify untested code paths and coverage gaps |
| coverage_suggest_testsC | Suggest specific tests to write to improve code coverage based on gap analysis |
| coverage_reportC | Generate a formatted coverage report with trends and actionable insights (Pro) |
| css_find_unusedA | Find unused CSS selectors by comparing stylesheets against HTML/JSX content |
| css_find_duplicatesB | Find duplicate or overlapping CSS declarations and redundant rules |
| css_optimizeB | Optimize CSS by removing unused rules, merging duplicates, and applying best practices (Pro) |
| anon_detect_piiC | Detect PII fields in database schemas and data models |
| anon_generate_rulesB | Generate anonymization rules with masking, hashing, and synthetic data replacement |
| anon_create_scriptC | Pro: Create a full data anonymization pipeline script for database environments |
| data_generate_from_schemaC | Generate sample data from a JSON schema, TypeScript interface, or database schema |
| data_generate_realisticC | Generate realistic fake data with contextually appropriate values (names, emails, addresses, etc.) |
| data_generate_edge_casesB | Generate edge case and boundary test data for stress testing (Pro) |
| mapper_create_layerC | Generate data mapping layer between formats |
| mapper_generate_transformsD | Generate transformation functions |
| mapper_add_validationC | Add validation to mapping layer (Pro feature) |
| dq_generate_checksC | Generate data quality validation checks |
| dq_add_monitoringC | Add data quality monitoring |
| dq_generate_reportsC | Generate data quality reports (Pro feature) |
| retention_generate_policyC | Generate data retention policy |
| retention_add_automationC | Add automated data cleanup |
| retention_generate_reportC | Generate retention compliance report (Pro feature) |
| dead_find_unused_exportsB | Find exported functions, classes, and constants that are never imported anywhere |
| dead_find_unused_importsB | Find imported modules and symbols that are never used in the file |
| dead_find_unused_varsC | Find declared variables, functions, and parameters that are never used |
| dead_cleanup_planB | Generate a prioritized plan to safely remove dead code (Pro feature) |
| dep_auditB | Scan project dependencies for known vulnerabilities, outdated packages, and license issues |
| dep_outdatedB | List all outdated dependencies with available updates and breaking change warnings |
| dep_license_checkB | Scan all dependency licenses and flag incompatible or risky licenses (Pro feature) |
| dep_update_planC | Generate a safe dependency update plan with test verification steps |
| devcontainer_generateB | Generate a devcontainer.json configuration for a consistent development environment |
| devcontainer_add_extensionsB | Add VS Code extensions and editor settings to a devcontainer configuration |
| devcontainer_configureB | Configure advanced devcontainer features like Docker Compose, networking, and secrets (Pro) |
| dr_assess_risksB | Assess disaster recovery risks for infrastructure components |
| dr_generate_planC | Generate a comprehensive disaster recovery plan document |
| dr_create_runbooksC | Create detailed DR runbooks with step-by-step recovery procedures (Pro) |
| trace_setup_otelC | Set up OpenTelemetry SDK with tracing provider and exporters |
| trace_add_spansC | Add custom spans and attributes to instrument critical code paths |
| trace_configure_exportC | Configure trace export pipelines with sampling and filtering (Pro) |
| compose_generateC | Generate a Docker Compose file with service definitions and networking |
| compose_add_serviceA | Add a new service definition to an existing Docker Compose file |
| compose_optimizeC | Optimize a Docker Compose file for production readiness (Pro) |
| scaffold_dotnet_projectC | Generate a .NET project with folder structure and configuration |
| generate_dotnet_solutionC | Generate a .NET solution file with multiple projects |
| generate_dotnet_configC | Generate advanced .NET configuration with DI and middleware (Pro feature) |
| dup_find_similar_blocksB | Find similar code blocks across the codebase that could be consolidated |
| dup_find_copy_pasteB | Detect exact or near-exact copy-paste code across files |
| dup_suggest_extractionC | Suggest how to extract duplicated code into shared utilities (Pro feature) |
| ddb_design_tableC | Design a DynamoDB table schema with partition key, sort key, and capacity settings |
| ddb_generate_gsiB | Generate Global Secondary Index configurations for alternate query patterns |
| ddb_optimize_queriesC | Analyze and optimize DynamoDB query patterns for performance and cost (Pro) |
| e2e_generate_scenariosB | Generate end-to-end test scenarios from user stories or feature descriptions |
| e2e_generate_playwrightB | Generate Playwright test code from E2E test scenarios |
| e2e_generate_cypressB | Generate Cypress test code from E2E test scenarios (Pro) |
| email_generate_htmlC | Generate responsive HTML email template |
| email_generate_reactC | Generate React Email components |
| email_generate_systemC | Generate email template management system (Pro feature) |
| encrypt_setup_atrestC | Generate encryption at rest setup |
| encrypt_setup_intransitD | Generate encryption in transit |
| encrypt_key_managementC | Generate key management system (Pro feature) |
| feature_flag_systemC | Set up a feature flag system for gating features by plan, user, or percentage rollout |
| entitlement_middlewareC | Create middleware that enforces feature entitlements based on the user's subscription plan |
| plan_limits_configC | Generate a plan limits configuration with rate limits, storage quotas, and feature caps |
| env_scan_secretsB | Scan files for exposed secrets, API keys, and credentials that should be in .env |
| env_generate_templateC | Analyze codebase and generate a .env.example template with all required environment variables |
| env_validateA | Check that .env contains all required variables from .env.example and flag any mismatches |
| env_rotate_secretsC | Generate new random values for secrets in .env file (Pro feature) |
| error_generate_boundaryB | Generate React error boundary components with recovery and retry logic |
| error_generate_fallbackC | Generate fallback UI components for error states with user-friendly messaging |
| error_setup_reportingC | Set up error reporting and monitoring with Sentry, LogRocket, or custom solutions (Pro) |
| errtrack_setup_sentryC | Generate Sentry error tracking integration |
| errtrack_setup_sourcemapsC | Set up source map uploading for error tracking |
| errtrack_custom_contextC | Generate custom error context and breadcrumbs (Pro feature) |
| eslint_generate_configC | Generate ESLint configuration with rules |
| eslint_add_pluginsC | Add ESLint plugins for framework |
| eslint_fix_violationsB | Auto-fix ESLint violations across codebase (Pro feature) |
| etl_design_pipelineC | Design an ETL/ELT pipeline with source, transform, and load stages |
| etl_generate_transformsB | Generate data transformation functions with validation, mapping, and enrichment |
| etl_schedule_setupC | Pro: Set up ETL pipeline scheduling with cron jobs, dependency management, and monitoring |
| exp_setup_trackingC | Set up experiment tracking with MLflow |
| exp_add_metricsC | Add custom metric tracking |
| exp_generate_reportsC | Generate experiment comparison reports (Pro feature) |
| expo_generate_projectC | Generate Expo managed project |
| expo_add_configC | Add Expo configuration plugins |
| expo_setup_easC | Set up EAS Build and Submit (Pro feature) |
| flag_setup_systemC | Set up a feature flag system with storage, evaluation engine, and admin API |
| flag_generate_checksC | Generate feature flag check utilities and middleware for gating features |
| flag_ab_test_setupC | Pro: Set up A/B testing with variant assignment, metrics tracking, and statistical analysis |
| feedback_generate_systemC | Generate feedback collection system |
| feedback_add_widgetsC | Add feedback widget components |
| feedback_add_analysisC | Generate feedback analysis pipeline (Pro feature) |
| storage_generate_abstractionC | Generate file storage abstraction layer |
| storage_setup_s3C | Generate S3 storage integration |
| storage_setup_localB | Generate local file storage with streaming (Pro feature) |
| flaky_detect_patternsC | Analyze test code to detect common flaky test patterns and anti-patterns |
| flaky_diagnose_root_causeA | Diagnose the root cause of a specific flaky test from code and failure logs |
| flaky_fix_suggestionsC | Generate specific code fixes to stabilize flaky tests (Pro) |
| form_from_schemaC | Generate a form definition from a JSON schema, TypeScript interface, or data model |
| form_add_validationB | Add client-side validation rules to a form based on schema constraints |
| form_generate_componentC | Generate a complete, reusable form component with state management and submission (Pro) |
| gdpr_scan_piiA | Scan codebase for personally identifiable information (PII) handling and storage |
| gdpr_generate_consentC | Generate GDPR-compliant consent management code |
| gdpr_generate_deletionC | Generate right-to-erasure (data deletion) implementation |
| gdpr_compliance_reportC | Generate a full GDPR compliance assessment report (Pro feature) |
| geo_setup_providerD | Set up geocoding provider integration |
| geo_add_reverseD | Add reverse geocoding |
| geo_add_batchC | Generate batch geocoding pipeline (Pro feature) |
| geofence_generate_systemD | Generate geofencing implementation |
| geofence_add_triggersC | Add geofence trigger events |
| geofence_add_monitoringC | Generate geofence monitoring (Pro feature) |
| git_generate_branchingC | Generate a Git branching strategy configuration and documentation |
| git_setup_hooksC | Set up Git hooks for code quality enforcement |
| git_generate_templatesC | Generate Git templates for PRs, issues, and commit conventions (Pro) |
| gha_generate_workflowB | Generate a GitHub Actions workflow YAML with triggers and jobs |
| gha_add_cachingA | Add caching steps to a GitHub Actions workflow for faster builds |
| gha_add_matrixC | Add matrix strategy to a GitHub Actions workflow for multi-version testing |
| gha_optimizeB | Optimize a GitHub Actions workflow for speed and cost reduction (Pro) |
| scaffold_go_projectC | Generate a Go project directory structure following standard layout conventions |
| generate_go_moduleC | Generate go.mod with curated dependencies for the project type |
| generate_go_handlersC | Generate HTTP handler boilerplate with middleware and routing (Pro feature) |
| grafana_generate_dashboardC | Generate Grafana dashboard JSON |
| grafana_add_panelsC | Add dashboard panels and variables |
| grafana_add_alertsC | Generate Grafana alert rules (Pro feature) |
| graphql_generate_schemaC | Generate GraphQL type definitions and schema from data models |
| graphql_generate_resolversC | Generate resolver functions for GraphQL schema types and fields |
| graphql_optimize_queriesB | Pro: Analyze and optimize GraphQL queries for performance, detect N+1 issues |
| gqlclient_setup_apolloB | Generate Apollo Client setup with cache |
| gqlclient_setup_urqlC | Generate urql client setup |
| gqlclient_generate_hooksC | Generate typed query/mutation hooks (Pro feature) |
| gqlfed_setupC | Generate Apollo Federation setup |
| gqlfed_add_subgraphC | Add federated subgraph |
| gqlfed_optimizeC | Optimize federation query planning (Pro feature) |
| grpcgw_generateC | Generate gRPC-Gateway HTTP bridge |
| grpcgw_add_swaggerC | Add Swagger from gRPC definitions |
| grpcgw_optimizeC | Optimize gateway performance (Pro feature) |
| hardhat_generate_projectC | Generate Hardhat development environment |
| hardhat_add_testsC | Add smart contract test setup |
| hardhat_add_deploymentC | Generate deployment scripts (Pro feature) |
| helm_generate_chartC | Generate a Helm chart scaffold with templates and default values |
| helm_add_valuesC | Add or merge values into a Helm chart values.yaml |
| helm_lintA | Lint and validate a Helm chart for errors and best practices (Pro) |
| http_generate_wrapperC | Generate HTTP client wrapper with interceptors |
| http_add_retryC | Add retry logic with exponential backoff |
| http_add_cachingC | Add response caching layer (Pro feature) |
| i18n_extract_stringsB | Extract hardcoded user-facing strings from source code for internationalization |
| i18n_setup_frameworkC | Set up an i18n framework configuration for a project |
| i18n_generate_translationsA | Generate translations for extracted strings into target languages (Pro) |
| iac_scan_terraformB | Scan Terraform files for security misconfigurations and best practice violations |
| iac_scan_dockerB | Scan Dockerfiles for security issues and best practices |
| iac_scan_k8sB | Scan Kubernetes manifests for security misconfigurations |
| iac_fix_issuesB | Auto-fix IaC security issues found by scanning (Pro feature) |
| img_generate_processorC | Generate image processing pipeline |
| img_add_resizeC | Add image resizing and thumbnail generation |
| img_optimize_deliveryC | Generate optimized image delivery setup (Pro feature) |
| incident_generate_workflowD | Generate incident management workflow |
| incident_create_templatesC | Create incident response templates |
| incident_add_automationC | Generate incident automation (Pro feature) |
| inv_generate_systemC | Generate inventory tracking system |
| inv_add_alertsC | Add low stock alerts |
| inv_add_forecastingC | Generate inventory forecasting (Pro feature) |
| scaffold_spring_bootB | Generate Spring Boot project structure with starter dependencies |
| generate_spring_configC | Generate Spring Boot configuration files for different profiles |
| generate_spring_securityB | Generate Spring Security configuration with authentication flows (Pro feature) |
| jobdash_generate_uiC | Generate job monitoring dashboard |
| jobdash_add_metricsC | Add job performance metrics |
| jobdash_add_alertsC | Generate job failure alerting (Pro feature) |
| jobq_setup_bullmqC | Generate BullMQ job queue setup |
| jobq_setup_workersC | Generate job worker processors |
| jobq_add_schedulingC | Generate job scheduling and priorities (Pro feature) |
| jtt_from_jsonC | Generate TypeScript types from JSON examples |
| jtt_from_apiC | Generate types from API response samples |
| jtt_generate_validatorsC | Generate runtime validators from types (Pro feature) |
| json_create_mappingC | Generate JSON transformation mapping |
| json_validate_schemaC | Generate JSON schema validation |
| json_transform_pipelineC | Generate data transformation pipeline (Pro feature) |
| jupyter_init_projectC | Initialize Jupyter notebook project with kernels |
| jupyter_add_extensionsC | Add Jupyter extensions and widgets |
| jupyter_configure_kernelsC | Configure custom kernels and environments (Pro feature) |
| jwt_generate_authC | Generate JWT authentication system |
| jwt_add_refreshC | Add refresh token rotation flow |
| jwt_add_blacklistC | Generate token blacklist and revocation (Pro feature) |
| k8s_generate_deploymentB | Generate a Kubernetes Deployment manifest with best-practice defaults |
| k8s_generate_serviceB | Generate a Kubernetes Service manifest to expose a deployment |
| k8s_generate_ingressA | Generate a Kubernetes Ingress manifest with TLS and routing rules |
| k8s_security_auditC | Audit a Kubernetes manifest for security best practices (Pro) |
| kafka_generate_producerC | Generate Kafka producer setup |
| kafka_generate_consumerC | Generate Kafka consumer with groups |
| kafka_add_schemasC | Generate Kafka schema registry setup (Pro feature) |
| lambda_generate_functionB | Generate an AWS Lambda function with boilerplate code, handler setup, and event typing |
| lambda_configure_iamB | Generate least-privilege IAM role and policy for a Lambda function |
| lambda_add_layersC | Configure Lambda layers for shared dependencies and utilities (Pro) |
| lazy_generate_patternsC | Generate lazy loading patterns |
| lazy_add_intersectionC | Add intersection observer loading |
| lazy_optimize_priorityC | Optimize loading priorities (Pro feature) |
| live_setup_systemD | Generate live update system |
| live_add_optimisticC | Add optimistic updates |
| live_add_conflictC | Generate conflict resolution strategy (Pro feature) |
| llmeval_setup_frameworkC | Set up LLM evaluation framework |
| llmeval_add_benchmarksD | Add evaluation benchmarks |
| llmeval_generate_reportsC | Generate evaluation reports (Pro feature) |
| log_analyzeC | Analyze log files for error patterns, anomalies, and trends |
| log_searchC | Search through log files with structured queries — filter by level, time, message pattern, and context |
| log_recommendB | Analyze codebase and recommend where to add structured logging for better observability |
| log_correlateA | Correlate log entries across multiple services using request IDs or timestamps (Pro feature) |
| make_generateC | Generate a Makefile with standard targets for build, test, lint, and clean |
| make_add_targetsC | Add custom Makefile targets with dependencies and recipes |
| make_optimizeA | Optimize a Makefile for parallel execution, caching, and CI/CD integration (Pro) |
| mobileauth_generate_flowD | Generate mobile authentication flow |
| mobileauth_add_biometricD | Add biometric authentication |
| mobileauth_add_token_storageC | Generate secure token storage (Pro feature) |
| mobileci_setup_fastlaneC | Set up Fastlane for mobile CI/CD |
| mobileci_add_signingC | Add code signing configuration |
| mobileci_add_deploymentC | Generate app store deployment pipeline (Pro feature) |
| mobilepush_setup_fcmC | Set up Firebase Cloud Messaging |
| mobilepush_add_handlingC | Add push notification handling |
| mobilepush_add_deep_linkingC | Generate push notification deep linking (Pro feature) |
| model_setup_registryC | Set up ML model registry |
| model_add_versioningC | Add model versioning and lineage |
| model_add_deploymentC | Generate model deployment pipeline (Pro feature) |
| monitor_setup_prometheusC | Generate Prometheus configuration with scrape targets and rules |
| monitor_setup_grafanaC | Generate Grafana dashboard JSON with panels and data sources |
| monitor_create_alertsC | Create alerting rules for Prometheus Alertmanager (Pro) |
| tenant_design_schemaC | Design multi-tenant database schema with isolation strategy selection |
| tenant_generate_middlewareC | Generate tenant resolution middleware with context propagation |
| tenant_isolation_setupC | Pro: Set up complete tenant data isolation with RLS, connection pooling, and resource limits |
| nginx_generate_proxyC | Generate an Nginx reverse proxy configuration |
| nginx_generate_sslB | Generate Nginx SSL/TLS configuration with modern cipher suites |
| nginx_optimizeC | Optimize an Nginx configuration for performance and security (Pro) |
| scaffold_express_projectC | Generate an Express.js project with TypeScript and best practices |
| generate_express_middlewareC | Generate Express middleware for common concerns |
| generate_express_api_routesC | Generate RESTful API routes with validation and OpenAPI docs (Pro feature) |
| generate_nestjs_moduleB | Generate a NestJS module with controller, service, and DTOs |
| generate_nestjs_controllerC | Generate a NestJS controller with decorators and route handlers |
| generate_nestjs_serviceC | Generate a NestJS service with repository pattern and transactions (Pro feature) |
| notify_setup_serviceC | Generate notification service integration code for email, SMS, or push notifications |
| notify_create_templatesC | Generate notification templates for common transactional events |
| notify_build_pipelineC | Generate a full notification pipeline with user preferences, queuing, and delivery tracking (Pro feature) |
| oauth_generate_flowC | Generate OAuth 2.0 authorization flow |
| oauth_setup_providersC | Set up OAuth provider configurations |
| oauth_generate_middlewareC | Generate OAuth middleware and token validation (Pro feature) |
| onboard_generate_flowC | Generate SaaS onboarding flow |
| onboard_add_stepsC | Add onboarding step tracking |
| onboard_add_analyticsC | Generate onboarding analytics (Pro feature) |
| openapi_generate_clientC | Generate API client SDK from OpenAPI spec |
| openapi_generate_typesC | Generate TypeScript types from OpenAPI |
| openapi_generate_serverB | Generate server stubs from OpenAPI spec (Pro feature) |
| order_generate_modelC | Generate order management system |
| order_add_workflowD | Add order status workflow |
| order_add_fulfillmentC | Generate fulfillment integration (Pro feature) |
| owasp_scan_top10C | Scan codebase for OWASP Top 10 vulnerabilities |
| owasp_fix_vulnerabilitiesC | Apply fixes for specific OWASP vulnerabilities found in the codebase |
| owasp_generate_reportC | Generate a full OWASP compliance report with scoring (Pro feature) |
| page_generate_cursorA | Generate cursor-based pagination with opaque cursors and relay-style connections |
| page_generate_offsetB | Generate offset-based pagination with page numbers, total counts, and metadata |
| page_generate_keysetB | Generate keyset pagination for high-performance ordered datasets with seek method (Pro) |
| pandas_generate_pipelineD | Generate pandas data processing pipeline |
| pandas_optimize_memoryC | Optimize pandas memory usage |
| pandas_generate_testsC | Generate data pipeline tests (Pro feature) |
| passkey_generate_registrationC | Generate WebAuthn registration flow |
| passkey_generate_authC | Generate WebAuthn authentication flow |
| passkey_setup_serverC | Set up passkey server-side validation (Pro feature) |
| pci_scan_codebaseC | Scan codebase for PCI-DSS issues |
| pci_generate_checklistC | Generate PCI compliance checklist |
| pci_generate_reportC | Generate PCI compliance report (Pro feature) |
| perfmon_setupC | Set up real-time performance monitoring |
| perfmon_add_alertsC | Add performance threshold alerts |
| perfmon_generate_dashboardC | Generate performance dashboard (Pro feature) |
| perf_generate_load_testC | Generate a comprehensive load test script for your application endpoints |
| perf_analyze_bottlenecksC | Scan codebase for common performance anti-patterns and bottlenecks |
| perf_create_budgetC | Create a performance budget configuration with CI/CD enforcement (Pro feature) |
| pino_logger_configC | Generate a Pino logger configuration with serializers, redaction, and transport targets |
| pino_http_middlewareC | Create pino-http middleware with request context propagation and custom serializers |
| pino_transport_pipelineC | Build a Pino transport pipeline with filtering, transformation, and multiple destinations |
| pipeline_generateC | Generate a complete CI/CD pipeline configuration for your project |
| pipeline_debugA | Analyze CI/CD pipeline logs to diagnose build failures and suggest fixes |
| pipeline_optimizeC | Analyze existing pipeline config and suggest optimizations for speed and cost |
| pipeline_matrixC | Generate a multi-environment test matrix pipeline with proper promotion gates (Pro feature) |
| postmortem_create_templateC | Generate post-incident review template |
| postmortem_analyze_timelineC | Generate incident timeline analysis |
| postmortem_track_actionsC | Generate action item tracking (Pro feature) |
| presence_generate_serverC | Generate user presence tracking server |
| presence_generate_clientC | Generate presence client SDK |
| presence_add_channelsC | Generate channel-based presence (Pro feature) |
| presign_generate_systemC | Generate presigned URL generation system |
| presign_add_uploadC | Generate direct upload with presigned URLs |
| presign_add_expiryD | Generate URL expiry and access control (Pro feature) |
| pricing_table_componentC | Generate a responsive pricing table component with plan comparison and feature lists |
| pricing_toggleC | Create a monthly/annual pricing toggle with animated price transitions |
| feature_comparison_matrixC | Generate a feature comparison matrix showing capabilities across plans |
| catalog_generate_schemaC | Generate product catalog data model |
| catalog_add_categoriesC | Add category and taxonomy system |
| catalog_add_searchC | Generate product search and filtering (Pro feature) |
| init_generate_scaffoldC | Generate a complete project scaffold with directory structure and configuration |
| init_add_toolingC | Add development tooling to a project (linting, formatting, testing) |
| init_configure_ciC | Configure CI/CD pipeline for the project with automated checks (Pro) |
| prom_generate_configC | Generate Prometheus scrape config |
| prom_add_rulesC | Add recording and alerting rules |
| prom_generate_dashboardsC | Generate Grafana dashboards from metrics (Pro feature) |
| prompt_create_templatesD | Generate prompt template management |
| prompt_add_variablesD | Add template variable system |
| prompt_add_versioningC | Generate prompt versioning and A/B testing (Pro feature) |
| proto_generate_schemaC | Generate Protocol Buffer definitions |
| proto_generate_servicesC | Generate gRPC service definitions |
| proto_generate_clientC | Generate typed client from proto files (Pro feature) |
| proxy_generate_serverC | Generate proxy server implementation |
| proxy_add_cachingD | Add proxy caching layer |
| proxy_add_routingC | Generate proxy routing rules (Pro feature) |
| push_setup_fcmC | Generate Firebase Cloud Messaging integration |
| push_setup_webC | Generate Web Push notification setup |
| push_setup_apnsC | Generate Apple Push Notification setup (Pro feature) |
| pwa_generate_manifestC | Generate a web app manifest file with icons, theme colors, and display settings |
| pwa_generate_swC | Generate a service worker with caching strategies and lifecycle management |
| pwa_add_offlineC | Add offline support with background sync, IndexedDB storage, and fallback pages (Pro) |
| scaffold_django_projectC | Generate a Django project with production-ready settings structure |
| generate_django_appC | Generate a Django app with models, views, and URL configuration |
| generate_django_settingsC | Generate advanced Django settings with caching, celery, and security (Pro feature) |
| scaffold_fastapi_projectB | Generate a FastAPI project with best-practice structure |
| generate_fastapi_routerC | Generate a FastAPI router with CRUD endpoints and dependency injection |
| generate_fastapi_modelsB | Generate Pydantic models and SQLAlchemy ORM models with relationships (Pro feature) |
| generate_pyproject_tomlC | Generate a pyproject.toml file with build system, dependencies, and project metadata |
| setup_python_venvB | Generate commands and configuration for Python virtual environment setup |
| configure_python_lintingA | Generate linting and formatting configuration for a Python project (Pro feature) |
| qbatch_setup_dataloaderC | Set up DataLoader pattern |
| qbatch_add_cachingC | Add batch result caching |
| qbatch_optimizeC | Optimize batch sizes and timing (Pro feature) |
| query_analyze_slowC | Analyze slow database queries and identify performance bottlenecks |
| query_suggest_indexesC | Suggest database indexes based on query patterns and table structure |
| query_rewriteB | Pro: Rewrite SQL queries for optimal performance while preserving correctness |
| queue_setup_bullmqC | Set up BullMQ queues with job definitions, priorities, and rate limiting |
| queue_setup_workersB | Generate worker processes with concurrency control and graceful shutdown |
| queue_add_retry_logicC | Pro: Add advanced retry strategies with exponential backoff, dead letter queues, and alerting |
| rag_generate_pipelineC | Generate RAG retrieval pipeline |
| rag_add_chunkingC | Add document chunking strategies |
| rag_optimize_retrievalC | Optimize retrieval quality and speed (Pro feature) |
| rate_generate_middlewareC | Generate rate limiting middleware for Express, Fastify, or Koa with configurable windows |
| rate_configure_strategiesA | Configure advanced rate limiting strategies like sliding window, token bucket, or leaky bucket |
| rate_add_redisB | Add Redis-backed distributed rate limiting with cluster support (Pro) |
| rbac_generate_rolesC | Generate role and permission definitions with hierarchical role inheritance |
| rbac_generate_middlewareC | Generate authorization middleware that enforces role-based access control |
| rbac_audit_permissionsA | Audit existing codebase for permission gaps and over-privileged access (Pro feature) |
| rn_generate_projectC | Generate React Native project structure |
| rn_add_navigationC | Add React Navigation setup |
| rn_add_stateC | Generate state management for React Native (Pro feature) |
| readme_generateC | Generate a comprehensive README.md from project source code and configuration |
| readme_add_badgesB | Add status badges (CI, coverage, version, license) to an existing README |
| readme_add_api_referenceB | Generate and add an API reference section to a README from source code (Pro) |
| redis_setup_cachingC | Set up Redis caching patterns with key design, TTL management, and serialization |
| redis_setup_sessionsC | Set up Redis-backed session management with secure storage and expiration |
| redis_setup_pubsubA | Pro: Set up Redis Pub/Sub for real-time event broadcasting and microservice communication |
| rstreams_generate_producerC | Generate Redis Streams producer |
| rstreams_generate_consumerC | Generate Redis Streams consumer group |
| rstreams_add_processingC | Generate stream processing pipeline (Pro feature) |
| referral_generate_systemC | Generate referral tracking system |
| referral_add_rewardsD | Add reward calculation |
| referral_add_analyticsC | Generate referral analytics (Pro feature) |
| regex_build_patternB | Build a regular expression pattern from a natural language description |
| regex_explainA | Explain a regular expression pattern in plain language with a breakdown of each component |
| regex_test_casesB | Generate comprehensive test cases for a regex pattern including edge cases (Pro) |
| reqsign_generate_hmacC | Generate HMAC request signing |
| reqsign_generate_awsC | Generate AWS Signature V4 |
| reqsign_add_verificationC | Generate signature verification (Pro feature) |
| rest_design_endpointsB | Design RESTful API endpoints with proper resource naming, HTTP methods, and status codes |
| rest_generate_routesB | Generate Express/Fastify route handlers with validation and error handling |
| rest_validate_conventionsC | Pro: Validate REST API design against best practices and naming conventions |
| retry_generate_middlewareB | Generate retry middleware with configurable policies for HTTP clients |
| retry_configure_backoffC | Configure backoff strategies for retry policies |
| retry_add_circuit_breakerC | Combine retry policies with circuit breaker for resilient communication (Pro) |
| rte_setup_editorC | Set up rich text editor integration |
| rte_add_pluginsC | Add editor plugins and extensions |
| rte_generate_rendererC | Generate content renderer (Pro feature) |
| generate_cargo_tomlC | Generate a Cargo.toml with dependencies, features, and build profiles |
| setup_rust_workspaceC | Configure a Cargo workspace with multiple crates |
| generate_rust_ciB | Generate CI/CD configuration for Rust projects (Pro feature) |
| s3_generate_policyB | Generate S3 bucket policies with least-privilege access controls |
| s3_configure_lifecycleB | Configure S3 lifecycle rules for storage class transitions and expiration |
| s3_setup_corsC | Configure S3 CORS rules for cross-origin browser access (Pro) |
| schema_generate_migrationA | Compare current schema with desired state and generate a migration file |
| schema_detect_driftA | Compare your ORM models/schema definitions against the actual migration state |
| schema_validate_migrationA | Check a migration file for common safety issues before running it (Pro feature) |
| schema_generate_docsB | Generate comprehensive database schema documentation from your models |
| sdk_from_openapiC | Generate SDK from OpenAPI specification |
| sdk_generate_typescriptC | Generate TypeScript SDK with types |
| sdk_generate_pythonC | Generate Python SDK with type hints (Pro feature) |
| search_setup_engineC | Set up a search engine integration with Elasticsearch, Meilisearch, or Typesense |
| search_generate_indexC | Generate index configurations with field mappings, analyzers, and tokenizers |
| search_optimize_queriesC | Pro: Optimize search queries with relevance tuning, faceting, and performance analysis |
| searchidx_setupC | Generate search indexing setup |
| searchidx_add_autocompleteC | Add search autocomplete |
| searchidx_optimizeC | Optimize search relevance (Pro feature) |
| seed_generate_dataC | Generate realistic seed data with faker.js for database tables |
| seed_from_schemaC | Auto-generate seed scripts by introspecting database schema or ORM models |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 616 tools
With 616 tools, there are numerous overlapping and near-duplicate tools across domains. Examples include auth_generate_jwt vs jwt_generate_auth, monitor_setup_grafana vs grafana_generate_dashboard vs prom_generate_dashboards, and queue_setup_bullmq vs jobq_setup_bullmq, making it very difficult for an agent to reliably select the correct tool.
There is a rough pattern of domain_verb_object, but it is inconsistent: many tools invert to verb_domain_object (generate_go_module, scaffold_django_project, setup_python_venv), some use nouns (invoice_generator, usage_tracker), and the same action is variously called generate, setup, add, create, or configure across domains. The mixed conventions hurt predictability.
616 tools is an extreme count for any server. Even if this is a plugin hub aggregating many domains, the sheer number makes selection and navigation impractical, and far exceeds reasonable tool-set scoping.
The tool surface is exceptionally broad, covering dozens of domains with base setup, incremental add-ons, and Pro-tier optimization/reporting tools. There are no obvious dead ends for common generation workflows, though the lack of delete/remove tools might matter in some contexts, but this is not a central expectation for a code-generation plugin hub.