--- title: "mcpc vs browser-use" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/apify-mcpc-vs-browser-use-browser-use" tools: ["apify-mcpc", "browser-use-browser-use"] --- # mcpc vs browser-use *GraphCanon updated Jul 11, 2026* ## Verdict Pick mcpc when mcpc is primarily TypeScript; browser-use is Python; pick browser-use when browser-use is primarily Python; mcpc is TypeScript. [mcpc](https://npmjs.com/package/@apify/mcpc) reports 719 GitHub stars, 66 forks, and 11 open issues, last pushed Jul 10, 2026. [browser-use](https://browser-use.com) has 104k stars, 11k forks, and 296 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [mcpc's repository](https://github.com/apify/mcpc) and [browser-use's repository](https://github.com/browser-use/browser-use). | | [mcpc](/tools/apify-mcpc.md) | [browser-use](/tools/browser-use-browser-use.md) | | --- | --- | --- | | Tagline | A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more. | Make websites accessible for AI agents. Automate tasks online with ease. | | Stars | 719 | 104,191 | | Forks | 66 | 11,486 | | Open issues | 11 | 296 | | Language | TypeScript | Python | | Adopt for | - | browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects. | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [mcpc](/tools/apify-mcpc.md) | [browser-use](/tools/browser-use-browser-use.md) | | --- | --- | --- | | Open issues (now) | 11 | 296 | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/apify-mcpc/trust.md) | [trust report](/tools/browser-use-browser-use/trust.md) | ## Decision facts: browser-use - **Pricing:** freemium - This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements. - **Requirements:** Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality. - **Adopt for:** browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques. - **License detail:** The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects. ## Choose when ### Choose mcpc if… - mcpc is primarily TypeScript; browser-use is Python. - License: mcpc is Apache-2.0, browser-use is MIT. - Tags unique to mcpc: mcp-client, bash, command-line, claude. ### Choose browser-use if… - browser-use is primarily Python; mcpc is TypeScript. - License: browser-use is MIT, mcpc is Apache-2.0. - Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.. - Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.. - Tags unique to browser-use: llm, python, browser-automation, playwright. - When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. ## When NOT to use mcpc - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use browser-use - Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse ## Common questions ### What is the difference between mcpc and browser-use? mcpc: A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.. browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. See the comparison table for live GitHub stats and shared categories. ### When should I choose mcpc over browser-use? Choose mcpc over browser-use when mcpc is primarily TypeScript; browser-use is Python; License: mcpc is Apache-2.0, browser-use is MIT; Tags unique to mcpc: mcp-client, bash, command-line, claude. ### When should I choose browser-use over mcpc? Choose browser-use over mcpc when browser-use is primarily Python; mcpc is TypeScript; License: browser-use is MIT, mcpc is Apache-2.0; Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.; Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.; Tags unique to browser-use: llm, python, browser-automation, playwright; When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. ### When should I avoid mcpc? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid browser-use? Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse ### Is mcpc or browser-use more popular on GitHub? browser-use has more GitHub stars (104,191 vs 719). Stars measure visibility, not whether either tool fits your constraints. ### Are mcpc and browser-use open source? Yes - both are open-source projects on GitHub (mcpc: Apache-2.0, browser-use: MIT). ### Where can I find alternatives to mcpc or browser-use? GraphCanon lists graph-backed alternatives at [mcpc alternatives](/tools/apify-mcpc/alternatives) and [browser-use alternatives](/tools/browser-use-browser-use/alternatives) ([mcpc markdown twin](/tools/apify-mcpc/alternatives.md), [browser-use markdown twin](/tools/browser-use-browser-use/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/apify-mcpc-vs-browser-use-browser-use.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, mcpc or browser-use? mcpc: Very active. browser-use: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for mcpc and browser-use? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [mcpc trust report](/tools/apify-mcpc/trust); [browser-use trust report](/tools/browser-use-browser-use/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=apify-mcpc`](/api/graphcanon/graph?tool=apify-mcpc) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_