Free tools for Apify developers. Validate schemas, estimate costs, debug MCP servers, scan compliance risks, and optimize LLM pipelines. No signup required.
15 tools available
Validate actor output against dataset_schema.json. Catches type mismatches, missing fields, and empty schemas before they trigger maintenance flags.
Run actors with test inputs and validate output against assertions. Field existence, types, minimum results. Local and cloud modes.
Test actors in Apify's production environment before going public. Validates Docker builds, schema compliance, and output quality.
Multi-case test suites that run before every publish. Pre-push hook integration blocks broken deploys automatically.
Build and validate actor input JSON visually. Interactive form with real-time validation, JSON preview, and cURL command generation.
Estimate actor run costs before spending. Combines PPE pricing with compute costs for accurate total cost estimates.
Find the best Apify subscription plan for your usage. Models your workload against Free, Starter, Scale, and Enterprise plans.
Find the most cost-effective proxy type for each actor. Datacenter, residential, or SERP — matched to your target sites.
Test MCP server connections. Sends an initialize handshake, checks response format, authentication, latency, and suggests fixes.
Design multi-actor data pipelines visually. Map output fields between stages and generate orchestration code.
Analyze actor output and reduce token consumption for LLM pipelines. Identifies low-value fields, suggests transformations. Typical savings: 40-70%.
Read our documentation guides for step-by-step walkthroughs.