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76
/100
B ◉ Complete 55

MCP Browser Use

Empowers AI agents to perform web browsing, automation, and scraping tasks with minimal supervision using natural language instructions and Selenium.

Browser & Web by janspoerer ★ 8 Last commit: 1 month, 1 week ago
Selenium Web Scraping
MCP Surface Tools: 14
Schema Drift Ambiguous Schemas
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
78
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
48
25% weight
Security Hygiene
90
33% weight
Schema Interpretability
75
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 80 Good
Description Quality 75 Good
Documentation Coverage 47 Fair
Maintenance Pulse 41 Fair
Dependency Health 50 Fair
License Clarity 100 Good
Version Hygiene Poor
Analyzed 4 weeks, 1 day ago

Protocol Compliance

14
Tools Found
4ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (142)
mcp_browser_use__start_browser.return_mode: missing description
mcp_browser_use__start_browser.cleaning_level: missing description
mcp_browser_use__start_browser.token_budget: missing description
mcp_browser_use__navigate_to_url.url: missing description
mcp_browser_use__navigate_to_url.wait_for: missing description
mcp_browser_use__navigate_to_url.timeout_sec: missing description
mcp_browser_use__navigate_to_url.return_mode: missing description
mcp_browser_use__navigate_to_url.cleaning_level: missing description
mcp_browser_use__navigate_to_url.token_budget: missing description
mcp_browser_use__navigate_to_url.text_offset: missing description
mcp_browser_use__navigate_to_url.html_offset: missing description
mcp_browser_use__navigate_to_url.extract_selectors: missing description
mcp_browser_use__navigate_to_url.extract_container: missing description
mcp_browser_use__navigate_to_url.extract_fields: missing description
mcp_browser_use__navigate_to_url.extract_selector_type: missing description
... and 127 more
Probed 1 month ago
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