ApifyForge Features:
15 Tools for Managing Apify Actors
ApifyForge is a free platform that provides 15 developer tools, fleet-level analytics, revenue tracking, health monitoring, and 20 side-by-side actor comparisons for managing Apify web scraping actors. It covers 320+ actors and 93 MCP servers across 20 categories, filling gaps the Apify Console leaves: quality scores, cost estimation, bulk operations, competitor intelligence, and compliance scanning. According to Apify's documentation, actors are the cloud programs that power the platform's 4,000+ tools.
Last updated March 27, 2026
ApifyForge developer tools: fleet-level visibility for your actor portfolio
The Apify Console manages one actor at a time. ApifyForge manages your entire fleet with analytics, bulk operations, and 15 developer tools that catch problems before your users do. According to the Apify SDK documentation, actors can be monitored via the Apify API, but ApifyForge aggregates that data across all actors into a single dashboard view.
Shipping and maintaining actors full-time? See ApifyForge for developers — a workflow walkthrough for solo actor builders. Or compare the full feature set against the default Apify Console in our ApifyForge vs Apify Store breakdown.
Background reading: How to Test Apify Actors Before Publishing walks through the 5-level pre-deploy workflow these tools automate, and Managing 320+ Apify Actors explains the operational problems that shaped ApifyForge.
Fleet Dashboard
ApifyForge's Fleet Dashboard displays all your Apify actors in one sortable view — runs, users, revenue, and health status. What takes 30 minutes checking actors individually in the Apify Console takes 10 seconds in ApifyForge.
Revenue Analytics
ApifyForge Revenue Analytics provides per-actor pay-per-event (PPE) breakdowns, trend lines, and revenue forecasting. Identify your top earners and catch declining actors before revenue drops.
Health Monitor
ApifyForge's Health Monitor catches actor failures, tracks success rate trends, and flags anomalies before your users see them. It monitors all actors in your fleet and alerts you before Apify flags actors for maintenance.
Quality Scores
ApifyForge Quality Scores audit every factor that affects your Apify Store ranking — README quality, pricing completeness, output schema, and reliability — scored per actor with actionable improvement suggestions.
Competitor Intelligence
ApifyForge Competitor Intel tracks rival actors in your Apify Store categories — their pricing, user growth, and success rates. Know when a competitor launches or changes pricing before your users tell you.
Bulk Operations
ApifyForge Bulk Operations let you set pricing, update metadata, publish, or trigger builds across your entire Apify actor fleet in a single action. Hours of console clicking become seconds.
Smart Alerts
ApifyForge Smart Alerts notify you via Slack or email when actors fail, revenue hits milestones, new users arrive, or costs spike. Know what happened without checking the ApifyForge dashboard.
Schema Validator
ApifyForge's Schema Validator runs your actor and compares every output field against its declared schema. Catches type mismatches, missing fields, and null handling issues. $0.35 per validation.
Test Runner
ApifyForge's Test Runner executes your actor with multiple test inputs and validates output against assertions: result counts, required fields, field types, and duration limits. $0.35 per test suite.
Cloud Staging
ApifyForge Cloud Staging tests actors in Apify's production environment before publishing. Validates Docker builds, schema compliance, and output quality in the real cloud. $0.50 per staging run.
Regression Suite
ApifyForge's Regression Suite runs all your test cases and compares against previous results. Detects regressions (was passing, now fails) and resolved issues. $0.35 per regression suite.
MCP Debugger
ApifyForge's MCP Debugger tests Model Context Protocol server connections with a real protocol handshake. Checks latency, tool discovery, authentication, and diagnoses common issues. $0.15 per debug session.
15 Developer Tools
ApifyForge provides 15 developer tools: Cost Calculator, Compliance Scanner, LLM Optimizer, Pipeline Builder, Schema Registry, Input Tester, Plan Advisor, Proxy Analyzer, Cost Watchdog, Personal Data Exposure Report, Schema Validator ($0.35), Test Runner ($0.35), Cloud Staging ($0.50), Regression Suite ($0.35), and MCP Debugger ($0.15). Ten tools are free with no signup required.
Find, evaluate, and run the right Apify actors with ApifyForge
The Apify Store lists over 4,000 actors. ApifyForge surfaces the data that matters — quality scores, cost estimates, reliability data, and 20 head-to-head comparisons — so you pick the right actor the first time. As noted in the Model Context Protocol specification, MCP servers enable AI assistants to interact with external tools, and ApifyForge indexes 93 MCP servers for discovery.
Picking actors for a whole team? See ApifyForge for teams for procurement and rollout patterns. Or jump straight to our curated best Apify actors roundup — category winners ranked by quality, reliability, and cost.
Actor Recommender
ApifyForge's Actor Recommender matches your task to the best Apify actor. Describe what you need — "scrape Google Maps business listings" or "find emails for companies" — and it ranks options by relevance, reliability, and cost across 320+ actors.
Curated Actor Directory
ApifyForge's curated directory of 320+ Apify actors adds what the Apify Store is missing — quality scores, success rates, pricing breakdowns, and maintenance pulse data. Organized across 20 categories so you find the right scraper fast.
Head-to-Head Comparisons
ApifyForge offers 20 head-to-head actor comparisons that put competing Apify actors side by side. Price per result, success rate, output fields, user counts, and editorial guidance on which actor is best for your scenario.
Cost Calculator
ApifyForge's Cost Calculator estimates what an Apify actor run will cost before you spend anything. PPE charges plus compute costs, broken down per run so there are no surprises. Covers all pricing models including pay-per-event and flat-rate.
Compliance Scanner
ApifyForge's Compliance Scanner checks PII risk, Terms of Service exposure, and relevant regulations (GDPR, CCPA, CFAA) before you scrape. Returns risk levels with plain-English explanations, as recommended by the EU Data Protection Board guidelines.
Integration Templates
ApifyForge Integration Templates auto-generate ready-to-import workflows for any Apify actor. One click to get a working n8n or Make.com template that starts runs, polls status, and fetches results.
ApifyForge feature comparison table
All 18 ApifyForge features with category, description, and pricing. 13 features are completely free. 5 developer tools charge $0.15–$0.50 per use via Apify's pay-per-event billing.
| Feature | Category | Description | Price |
|---|---|---|---|
| Fleet Dashboard | Analytics | View all actors in one sortable table with 8 columns: name, runs, users, revenue, health, success rate, last build, and status | Free |
| Revenue Analytics | Analytics | Per-actor PPE breakdowns with daily/weekly/monthly trend lines and 30-day revenue forecasting | Free |
| Health Monitor | Monitoring | Tracks success rates across all fleet actors, flags actors below 95% success, and detects anomalies within 30 seconds via webhook alerts | Free |
| Quality Scores | Analytics | Scores each actor on 4 dimensions: README quality, pricing completeness, output schema, and reliability (0-100 scale) | Free |
| Competitor Intelligence | Analytics | Tracks rival actors in your Apify Store categories: pricing changes, user growth, and success rate deltas over 7/30/90-day windows | Free |
| Bulk Operations | Fleet Mgmt | Set pricing, update metadata, or trigger builds across up to 300+ actors in a single action | Free |
| Smart Alerts | Monitoring | Slack and email notifications for actor failures, revenue milestones, new user arrivals, and cost spikes above configurable thresholds | Free |
| Schema Validator | Dev Tools | Runs actor with test input and compares every output field against its declared schema, checking types, nulls, and missing fields | $0.35 |
| Test Runner | Dev Tools | Executes actor with multiple test inputs and validates output against 4 assertion types: result counts, required fields, field types, and duration limits | $0.35 |
| Cloud Staging | Dev Tools | Tests actors in Apify production environment (real Docker builds, real proxies) before publishing to the Store | $0.50 |
| Regression Suite | Dev Tools | Compares current test results against previous baseline, detects regressions (was passing, now fails) and newly resolved issues | $0.35 |
| MCP Debugger | Dev Tools | Tests MCP server connections with a full protocol handshake: checks latency, tool discovery, authentication, and diagnoses 12 common failure modes | $0.15 |
| Actor Recommender | Discovery | Natural language search across 320+ actors ranked by relevance, reliability, and cost per result | Free |
| Actor Directory | Discovery | Curated directory of 320+ Apify actors with quality scores (0-100), pricing breakdowns, and success rates across 20 categories | Free |
| Head-to-Head Comparisons | Discovery | 20 editorial comparisons: price per result, success rate, output fields, user counts, and editorial recommendation per use case | Free |
| Cost Calculator | Dev Tools | Estimates PPE charges plus compute costs per run, covering all 3 Apify pricing models: pay-per-event, flat-rate, and free | Free |
| Compliance Scanner | Dev Tools | Checks PII exposure, Terms of Service risk, and 3 regulations (GDPR, CCPA, CFAA) before scraping, with plain-English risk explanations | Free |
| Integration Templates | Automation | Auto-generates ready-to-import workflows for n8n and Make.com that start runs, poll status, and fetch results | Free |
ApifyForge is free — 13 of 18 features cost nothing
Zero subscription fees, zero feature gates, zero data limits. Set up the ApifyForge CLI in one command and 13 features work immediately. Five paid developer tools (Schema Validator, Test Runner, Cloud Staging, Regression Suite, MCP Debugger) charge $0.15–$0.50 per use via Apify's pay-per-event billing. Your Apify token never leaves your machine.
Frequently asked questions about ApifyForge features
What is ApifyForge?
ApifyForge is a free platform for discovering, comparing, and managing Apify web scraping actors and MCP intelligence servers. It provides 15 developer tools, fleet analytics, revenue tracking, health monitoring, and a curated directory of 320+ actors across 20 categories.
Is ApifyForge free to use?
Yes. ApifyForge has no subscription, no premium tier, and no feature gates. The dashboard, directory, comparisons, and most developer tools are completely free. A few tools (Schema Validator, Test Runner, Cloud Staging, Regression Suite, MCP Debugger) charge $0.15–$0.50 per use via Apify's pay-per-event system.
What developer tools does ApifyForge include?
ApifyForge includes 15 developer tools: Schema Validator, Test Runner, Cloud Staging, Regression Suite, MCP Debugger, Cost Calculator, Compliance Scanner, LLM Optimizer, Pipeline Builder, Schema Registry, Input Tester, Plan Advisor, Proxy Analyzer, Cost Watchdog, and Personal Data Exposure Report.
How does ApifyForge compare to the Apify Console?
The Apify Console manages actors one at a time. ApifyForge adds fleet-level visibility across all your actors, including cross-actor revenue analytics, batch operations, competitor tracking, quality scoring, and automated health monitoring. ApifyForge works alongside the Apify Console, not as a replacement.
Does ApifyForge store my Apify API token?
No. ApifyForge stores zero API tokens on its servers. The CLI communicates directly with the Apify API from your machine. Dashboard login uses GitHub or Google OAuth, and your Apify token never leaves your browser's local session.
What are ApifyForge actor comparisons?
ApifyForge publishes 20 editorial head-to-head comparisons of competing Apify actors. Each comparison covers price per result, success rate, output fields, user counts, and an editorial recommendation on which actor fits each use case.
Can I use ApifyForge with any Apify account?
Yes. ApifyForge works with any Apify account, including the free tier (which includes $5 of monthly platform credits). Connect your account via the CLI or dashboard OAuth to access all features.
What is the difference between ApifyForge and the Apify Store?
The Apify Store is Apify's official marketplace for discovering and running actors. ApifyForge is a third-party platform that adds fleet management, cross-actor analytics, quality scores, 20 editorial comparisons, and 15 developer tools on top of the Apify ecosystem. ApifyForge indexes 320+ actors and 93 MCP servers from the Store and adds data not available in the native Apify Console.
Does ApifyForge support MCP servers?
Yes. ApifyForge indexes 93 MCP (Model Context Protocol) intelligence servers and provides an MCP Debugger tool ($0.15 per session) that tests server connections with a full protocol handshake. The debugger checks latency, tool discovery, authentication, and diagnoses 12 common MCP failure modes.