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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

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

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
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

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2.1/5.0

Scored across 616 tools

Disambiguation1/5

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.

Naming Consistency2/5

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.

Tool Count1/5

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.

Completeness4/5

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.

Maintenance

ActivityInactive
ResponsivenessUnresponsive