Comparison
browser-use vs sdl-mcp
Verdict
Pick browser-use if browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques; pick sdl-mcp if sDL-MCP is a policy-centered tool designed specifically to improve AI-driven coding tasks by managing contexts more efficiently through technologies such as semantic analysis and tree-sitter.
Markdown twin · browser-use alternatives · sdl-mcp alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | browser-use | sdl-mcp |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- browser-use
- Make websites accessible for AI agents. Automate tasks online with ease.
- sdl-mcp
- A policy-centered context budget layer for coding agents that enhances code analysis and workflow efficiency.
Stars
- browser-use
- 104k
- sdl-mcp
- 417
Forks
- browser-use
- 11k
- sdl-mcp
- 25
Open issues
- browser-use
- 296
- sdl-mcp
- 2
Language
- browser-use
- Python
- sdl-mcp
- TypeScript
Adopt for
- browser-use
- browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques.
- sdl-mcp
- SDL-MCP is a policy-centered tool designed specifically to improve AI-driven coding tasks by managing contexts more efficiently through technologies such as semantic analysis and tree-sitter.
Persona
- browser-use
- -
- sdl-mcp
- -
Runtime
- browser-use
- -
- sdl-mcp
- -
License
- browser-use
- The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects.
- sdl-mcp
- Other
Last pushed
- browser-use
- Jul 11, 2026
- sdl-mcp
- Jul 11, 2026
Categories
- browser-use
- AI Agents, Developer Tools
- sdl-mcp
- Model Training, AI Agents, Evaluation & Observability
Trust and health
Open issues (now)
- browser-use
- 296
- sdl-mcp
- 2
Owner type
- browser-use
- Organization
- sdl-mcp
- User
Security scan
- browser-use
- No lockfile
- sdl-mcp
- No MCP manifest
Full report
- browser-use
- Trust report
- sdl-mcp
- Trust report
Choose browser-use if…
- browser-use is primarily Python; sdl-mcp is TypeScript.
- License: browser-use is MIT, sdl-mcp is Other.
- 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.
- Also covers Developer Tools.
- 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 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
Choose sdl-mcp if…
- sdl-mcp is primarily TypeScript; browser-use is Python.
- License: sdl-mcp is Other, browser-use is MIT.
- Tags unique to sdl-mcp: semantic-analysis, agent-tools, agentic-engineering, agent-context.
- Also covers Model Training, Evaluation & Observability.
- sdl-mcp ships an MCP server manifest.
- When working with sprawling or complex codebases where maintaining context across multiple files is crucial.
When NOT to use sdl-mcp
- In environments where TypeScript is not a preferred or supported language.
- For tasks that do not benefit from context management layers, such as small-scale projects with straightforward workflows.
- If your project requires real-time response times for every operation since SDL-MCP's focus on semantic analysis and context budgeting can introduce slight delays.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (browser-use/browser-use) · observed Jul 11, 2026
- GitHub forks (browser-use/browser-use) · observed Jul 11, 2026
- Last push (browser-use/browser-use) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (GlitterKill/sdl-mcp) · observed Jul 11, 2026
- GitHub forks (GlitterKill/sdl-mcp) · observed Jul 11, 2026
- Last push (GlitterKill/sdl-mcp) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: browser-use 104k · sdl-mcp 417 (synced Jul 11, 2026).
Common questions
- What is the difference between browser-use and sdl-mcp?
- browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. sdl-mcp: A policy-centered context budget layer for coding agents that enhances code analysis and workflow efficiency.. See the comparison table for live GitHub stats and shared categories.
- When should I choose browser-use over sdl-mcp?
- Choose browser-use over sdl-mcp when browser-use is primarily Python; sdl-mcp is TypeScript; License: browser-use is MIT, sdl-mcp is Other; 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; Also covers Developer Tools; 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 choose sdl-mcp over browser-use?
- Choose sdl-mcp over browser-use when sdl-mcp is primarily TypeScript; browser-use is Python; License: sdl-mcp is Other, browser-use is MIT; Tags unique to sdl-mcp: semantic-analysis, agent-tools, agentic-engineering, agent-context; Also covers Model Training, Evaluation & Observability; sdl-mcp ships an MCP server manifest; When working with sprawling or complex codebases where maintaining context across multiple files is crucial.
- 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
- When should I avoid sdl-mcp?
- In environments where TypeScript is not a preferred or supported language. For tasks that do not benefit from context management layers, such as small-scale projects with straightforward workflows. If your project requires real-time response times for every operation since SDL-MCP's focus on semantic analysis and context budgeting can introduce slight delays.
- Is browser-use or sdl-mcp more popular on GitHub?
- browser-use has more GitHub stars (104,191 vs 417). Stars measure visibility, not whether either tool fits your constraints.
- Are browser-use and sdl-mcp open source?
- Yes - both are open-source projects on GitHub (browser-use: MIT, sdl-mcp: Other).
- Where can I find alternatives to browser-use or sdl-mcp?
- GraphCanon lists graph-backed alternatives at browser-use alternatives and sdl-mcp alternatives (browser-use markdown twin, sdl-mcp markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, browser-use or sdl-mcp?
- browser-use: Very active. sdl-mcp: 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 browser-use and sdl-mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: browser-use trust report; sdl-mcp trust report.