Searchlight

Technical SEO that fixes itself.

An autonomous technical-SEO and analytics agent, delivered as a Model Context Protocol (MCP) server. Point it at your site: it finds what's broken, explains it in plain language, fixes it in your repository, deploys, and verifies the fix is live.

Website · The /searchlight skill · Quickstart · Tools

The loop

Most SEO tools stop at the diagnosis. Searchlight runs the whole loop and proves the last step.

Proof

A live run on zawaaj.in (a custom Next.js site with a host and canonical conflict and missing analytics) went from audit 90 → 98 — canonical set, host redirect aligned (www → apex), meta trimmed, GA4 installed and verified firing, sitemap submitted — in about 50 minutes (≈25 minutes active; the rest idle waiting on a redeploy), versus a 4–6 hour manual baseline for a skilled developer. The full annotated run is on the website.

Searchlight automates the diagnosis and the fix. It does not design your ecommerce event-tracking plan — that part is still a human's job.

Related MCP server: GSC Analyst Connector

Quickstart

1. Add it to your MCP client (Claude Code shown; works in any MCP client):

claude mcp add searchlight -- npx -y @ajmalaksar/searchlight serve --setup

Or, in a generic client config:

{
  "mcpServers": {
    "searchlight": { "command": "npx", "args": ["-y", "@ajmalaksar/searchlight", "serve"] }
  }
}

2. Sign in with Google (one local OAuth sign-in for Search Console and Analytics; the token is stored only on your machine):

npx -y @ajmalaksar/searchlight login --setup

3. Install the /searchlight skill so your agent runs the whole loop with one command:

npx -y @ajmalaksar/searchlight skill install

4. Ask:

/searchlight audit zawaaj.in

First time on Google Cloud? The bundled client lets most users skip setup. To bring your own (Tier 0), create a Desktop app OAuth client (enable the Google Search Console API and PageSpeed Insights API, add yourself as a test user) and pass SEARCHLIGHT_OAUTH_CLIENT_ID / SEARCHLIGHT_OAUTH_CLIENT_SECRET to login.

Renamed from gsc-mcp: the legacy ~/.gsc-mcp directory and GSC_* environment variables still resolve, so an existing install keeps working without re-authenticating.

The /searchlight skill

skill install drops a skill into your AI client so the agent orchestrates the full loop instead of you calling raw tools. It routes on the first word:

It always confirms before any provisioning, code edit, sitemap submit, or deploy.

Tools

auth_status, auth_login, list_sites, use_site, get_active_site, set_default_site, account_overview, gsc_deep_link, query_search_analytics (presets: top_queries/top_pages), find_opportunities, compare_periods, inspect_url, coverage_report, refresh_coverage, crawl_site, site_audit, export_report, diagnose_site, audit_page, page_speed, snapshot_baseline, list_snapshots, progress_report, ga_list_properties, ga_measurement_id, ga_report (presets: traffic/top_pages), list_sitemaps. With --write / --setup: submit_sitemap, delete_sitemap, and the GA4 / verification provisioning tools.

crawl_site → site_audit → export_report crawl your live site directly (no Google scope, no quota), then produce a triaged, site-wide technical-SEO report (status/redirects/ canonicals/orphans/link-graph/schema/hreflang) you can share as Markdown.

Coverage report reconstructs the "Page indexing" report the GSC API won't export in bulk: it gathers candidate URLs from sitemaps and analytics, inspects them within the 2,000/day per-property quota (resumable), caches the results under ~/.searchlight/sites/, and buckets them by index status.

Baseline & progress (snapshot_baseline → … fix … → snapshot_baseline → progress_report) freeze a site's health on a given day, then diff two days into a plain-English before→after of what improved — which issues resolved, which are new, and how score and traffic moved.

Local-first & private

Searchlight runs as a local server. You sign in with your own Google account; the token is stored only on your device. There is no hosted backend and no data warehouse — each person runs their own. Read-only by default; write and provisioning scopes are opt-in, requested only when you start a setup action. Open source and MIT licensed. See the Privacy Policy.

CLI

searchlight login            Sign in with Google (opens a browser)
searchlight logout           Remove the stored token
searchlight status           Authentication + onboarding status
searchlight setup            Guided first-run
searchlight sites …          Manage the property registry (list / add / remove / default)
searchlight skill install    Install the /searchlight skill into your AI client (--here for this project)
searchlight serve            Start the MCP server over stdio (default)

Develop

npm install
npm run build
npm test

The server is a tool registry. To add a capability, create src/tools/<group>.ts exporting register: ToolModule, then add it to MODULES in src/tools/index.ts. See SPEC.md for the architecture.

License

MIT © Ajmal Aksar