AI Agent

Manifest

Manifest converts any URL into a structured JSON map of what AI agents can interact with on a page—buttons, forms, inputs, and required fields.

What is Manifest?

Manifest is an API that transforms any webpage into a machine-readable action manifest by analyzing the accessibility tree and DOM, enabling AI agents to understand and act on interactive elements.

Manifest vs Similar AI Tools

Pricing ModelFree, FreemiumFree, FreemiumFreeFree
Free Credits
Key Features
  • Produces structured JSON manifest of all interactive elements on a page
  • Reads accessibility tree and cross-references with DOM for accuracy
  • No screenshots or hand-maintained CSS selectors required
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • No fragile CSS or XPath selectors
  • Structured, agent-friendly output
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Requires API integration
  • Limited free tier (50 calls/month)
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • AI agent developers
  • Web automation and scraping engineers
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use Manifest?

  1. 1Sign up for a free API key at app.manifest.omfang.io.
  2. 2Send a POST request to /manifest with the target URL.
  3. 3Receive a JSON response containing an actions array with ids, labels, types, and required fields.
  4. 4Let your AI agent use this structured manifest to decide which buttons to click, forms to fill, and inputs to complete.

Manifest Key Features

  • Produces structured JSON manifest of all interactive elements on a page
  • Reads accessibility tree and cross-references with DOM for accuracy
  • No screenshots or hand-maintained CSS selectors required
  • Survives UI redesigns by relying on semantic page structure
  • Returns required fields, input types, placeholders, and disabled states
  • Cached responses for fast repeat requests at no extra cost

Manifest Use Cases

  • AI agents automating web interactions (form filling, navigation)
  • Web scraping enhanced with action context
  • Automated QA testing and regression checks
  • Building AI-powered browser assistants or chatbots

Manifest Pricing & Free Credits

Manifest currently operates on a Free, Freemium model.

Free TierFree Credits

Free

$0/month

50 calls per month, no overage

Paid Plans

Starter

$29/month

1,000 calls per month, overage $0.08/call

Pro

$79/month

5,000 calls per month, overage $0.05/call

Enterprise

Custom

Custom pricing and call volume

Free

$0/month

50 calls per month, no overage

Starter

$29/month

1,000 calls per month, overage $0.08/call

Pro

$79/month

5,000 calls per month, overage $0.05/call

Enterprise

Custom

Custom pricing and call volume

Manifest Pros & Cons

Pros

  • No fragile CSS or XPath selectors
  • Structured, agent-friendly output
  • Resilient to page redesigns
  • Fast cached responses reduce costs

Cons

  • Requires API integration
  • Limited free tier (50 calls/month)
  • May not capture dynamic content without JavaScript rendered

What is Manifest best for?

  • AI agent developers
  • Web automation and scraping engineers
  • QA teams automating browser testing

Manifest FAQ

Top free alternatives to Manifest

Definable AI logo

Multi-agent workflow platform that builds and runs workflows from plain English prompts, integrating 1000+ apps and 50+ AI models.

Free
100X.Bot logo

Automate repetitive browser tasks by recording screen actions or describing with chat, turning them into reusable workflows, smart tables, and custom apps.

Free
SureWire logo

SureWire is a specialized QA platform that stress-tests AI agents for safety, reliability, and compliance using purpose-built testing agents.

Free
Notte logo

Browser infrastructure platform for AI agents to run on the internet at speed with cloud browser sessions, agents, and serverless functions.

Free
Agentcard logo

Agentcard provides agent-friendly card issuing and payment infrastructure for AI agents, enabling 5-minute setup and autonomous purchases.

Free
YAGNI logo

Manage AI agent teams like human teams with responsibilities, numbers, commitments, and approvals across your business tools.

Free
Oodle AI logo

Oodle AI provides agent observability with fast trace search, S3-based storage, and out-of-the-box insights to detect silent failures in AI agents.

Free

Best alternatives AI Tools to Manifest

Definable AI logo

Multi-agent workflow platform that builds and runs workflows from plain English prompts, integrating 1000+ apps and 50+ AI models.

Free
mcploitable logo

A collection of deliberately vulnerable MCP servers for training in agentic security, mapped to the OWASP Top 10 for Agentic Applications.

Cynative logo

Open-source AI tool for deep infrastructure research, running frontier models across code, cloud, and runtime to deliver verified answers.

agent-manager logo

Terminal UI to manage AI coding-agent sessions (Claude Code, OpenCode, Codex, Grok Build) in tmux with live status, group tree, and diff review.

hotcell logo

Self-hostable sandbox SDK for AI agents that provides isolated environments with key management and egress control on your own hardware.

Silo logo

Open-source desktop app to manage multiple project workspaces simultaneously, keeping terminals and AI coding agents running across projects with instant switching.

Annotate logo

A macOS menu-bar app that gives AI agents the ability to draw directly on your screen via MCP.

Relay Studio logo

A desktop app that transforms AI coding agents into a visual Kanban build loop for feature development with human review.