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Scout

felixgeelhaar/scout

Scout gives Claude Desktop a full browser through 84 MCP tools built on Chrome DevTools Protocol. You get the expected interactions like click, type, and screenshot, plus DOM diffing to cut token costs, network capture, multi-tab management, and SPA framework detection. It records actions as deterministic JSON playbooks you can replay later. The standout feature is vision hybrid mode, which combines structural DOM extraction with coordinate-based finding when selectors fail. Ships as a single Go binary with no Node or Python runtime, so you can drop it into scratch containers. Configuration lets you toggle headless mode and allow private IPs at runtime without restarting the server.

GitHub stars
3
tools
3
transport
STDIO
last updated
May 24, 2026
View on GitHub

Tools

3 tools

Public tool metadata for what this MCP can expose to an agent.

brand_lookupLook up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI readiness, and more. Unauthenticated callers get a slim response with gated fields; authentic...3 params

Look up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI readiness, and more. Unauthenticated callers get a slim response with gated fields; authentic...

Parameters* required
categorystring
Filter brands by category (e.g. 'Fintech', 'E-commerce Platform')
namestring
Brand name to search for (e.g. 'Salesforce'). Fuzzy match.
slugstring
Brand slug for exact match (e.g. 'stripe', 'hal9'). Preferred lookup method.
category_browseBrowse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its top brands. Free tier returns category overview with top 5 brands; authenticate for complete bra...2 params

Browse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its top brands. Free tier returns category overview with top 5 brands; authenticate for complete bra...

Parameters* required
actionstring
'list' to see all categories, 'detail' to explore a specific categoryone of list · detail
slugstring
Category slug (required for action='detail'). Get valid slugs from action='list'. Example: 'fintech-financial-services', 'saas-cloud-software'
discovery_intentTell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the structured questionnaire, then action='submit' with answers to get matched brands and categories from...8 params

Tell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the structured questionnaire, then action='submit' with answers to get matched brands and categories from...

Parameters* required
actionstring
'start' to get the intent questionnaire, 'submit' to send answers and get recommendationsone of start · submit
agent_contextstring
What is your agent doing with this information? (e.g., building a comparison, making a recommendation)
brands_mentionedarray
Which brands has the user mentioned or is comparing?
buyer_personastring
Who is the buyer or decision-maker?
category_soughtstring
What category or market segment is being explored?
comparison_criteriaarray
What criteria matter most for this decision?
problem_spacestring
What problem is the user trying to solve?
use_casestring
What's the specific use case?

Sponsors

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Readme

Scout

Scout

Browser automation from one Go binary. A local-first browser execution engine for Go apps and AI agents. Verify actions, bound outputs, and replay known workflows through the Go API, CLI, MCP server, or chat UI.

View the full README on GitHub

Details

Repository
github.com/felixgeelhaar/scout
Categories
Web & Browser Automation, Automation & Workflows
Package
ghcr.io/felixgeelhaar/scout:1.10.0
Transport
STDIO
Registry
MCP registry, active

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