{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_b3y3t5yzmbgu","handle":"iflow-mcp-madtank-nova-act-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-madtank-nova-act-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-madtank-nova-act-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-madtank-nova-act-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-madtank-nova-act-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-madtank-nova-act-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-madtank-nova-act-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_madtank-nova-act-mcp-server","summary":"An MCP server providing tools to control web browsers using the Amazon Nova Act SDK","description":"# nova-act-mcp-server\n[![PyPI](https://img.shields.io/pypi/v/nova-act-mcp-server)](https://pypi.org/project/nova-act-mcp-server/)\n\n**nova‑act‑mcp‑server** is a zero‑install [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) server that exposes [Amazon Nova Act](https://nova.amazon.com/act) browser‑automation tools for AI agents.\n\n## What's New in v3.2.0\n\n- **File-Based Screenshots**: Screenshots now save to files instead of inline base64, eliminating MCP message size limits\n- **Optimized Image Quality**: Reduced screenshot quality (60/30) for smaller file sizes (~50KB vs 500KB+)  \n- **Enhanced Error Handling**: Improved exception handling for browser operations\n- **Better Testing**: Comprehensive test coverage for screenshot functionality\n- **MCP Inspector Integration**: New testing script for easy validation\n\n## Quick Start (uvx)\n\n### Step 1: Get a Nova Act API Key\nObtain your API key from [Nova Act](https://nova.amazon.com/act).\n\n### Step 2: Add to MCP Client Configuration\n\n```jsonc\n{\n  \"mcpServers\": {\n    \"nova_act_browser_tools\": {\n      \"command\": \"uvx\",\n      \"args\": [\"nova-act-mcp-server\"],\n      \"env\": { \"NOVA_ACT_API_KEY\": \"YOUR_NOVA_ACT_API_KEY_HERE\" }\n    }\n  }\n}\n```\n\n### Step 3: Start Using Browser Tools\nAI agents can now call tools like `start_session`, `execute_instruction`, etc. through any MCP-compatible client such as Claude Desktop or VS Code.\n\n## Core Tools Overview\n\n| Tool | Description | Key Parameters |\n|------|-------------|----------------|\n| `start_session` | Starts a new browser session | `url`, `headless=True` |\n| `execute_instruction` | Runs a natural language instruction in the browser | `session_id`, `instruction` |\n| `inspect_browser` | Gets a screenshot and state of the current browser | `session_id`, `include_screenshot=True` |\n| `end_session` | Closes a browser session and cleans up resources | `session_id` |\n| `list_browser_sessions` | Lists all active browser sessions | None |\n\n## Local Development & Testing\n\n### Se…","publisher":null,"homepage":"https://github.com/madtank/nova-act-mcp","repository":"https://github.com/madtank/nova-act-mcp/issues","version":"3.2.2","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_madtank-nova-act-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"infra.browser-automation","name":"Browser Automation","confidence":0.814,"provenance":"derived"}],"categories":["infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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