Better Google Search Console
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- AlicenseNot gradedqualityCmaintenanceSyncs Google Search Console performance data into a local ClickHouse database and exposes prepared SEO analysis tools to AI agents. Enables diagnosing traffic drops, finding striking-distance keywords, detecting cannibalization, auditing indexing, and generating weekly SEO reports through natural language.MIT
- AlicenseAqualityAmaintenanceGoogle Search Console for Claude and other MCP clients. Sign in with Google in one click, then ask about clicks, queries, rankings and indexing, export every GSC report as CSV (beyond the 1,000-row UI limit), inspect URLs, submit sitemaps and verify sites. Includes a local SEO dashboard. Free, open source, runs on your computer.18132 npmMIT
- AlicenseNot gradedqualityCmaintenanceAgent-first SEO toolkit with 24 MCP tools for keyword research, rank tracking, site audits up to 50k pages, competitor analysis, content gap detection, domain reputation, backlink intelligence, Google Search Console integration, and AI-powered strategy generation with Claude, GPT, and Ollama. SQLite-backed and bring-your-own-key.MIT
- AlicenseAqualityFmaintenanceA comprehensive website crawler and SEO analyzer that stores site data in a local SQLite database for AI-driven auditing. It enables users to detect technical SEO issues, broken links, and security vulnerabilities through natural language queries or terminal commands.4136 npm16Apache 2.0
- FlicenseNot gradedqualityCmaintenanceConnects Google Search Console to AI assistants so users can query and analyse SEO performance data in natural language. Provides search analytics, SEO insights, URL inspection, indexing, sitemaps, hourly reporting, and CSV export.-
- AlicenseAqualityAmaintenanceConnects AI assistants to a site owner's search performance data, letting them ask in plain language about clicks, queries, pages, indexing and sitemaps and get back structured results. Runs locally with your own credentials, read-only by default, and validates requests up front so the API's silent empty-result and terse-error quirks are caught before they mislead.22106 PyPI9MIT
TDQS
Scored across 12 tools
Most tools have distinct purposes, such as setup for initial configuration, sync_gsc_data for data fetching, and get_insights for analysis. However, there is some overlap between sync_gsc_data and sync_all_properties, as both handle data syncing but differ in scope (single vs. all properties), which could cause minor confusion for agents. Overall, descriptions help clarify differences, but the redundancy in syncing tools slightly reduces clarity.
Tool names consistently follow a verb_noun pattern, such as cancel_sync, check_sync_status, compare_periods, and get_dashboard. All tools use snake_case without deviations, making the naming predictable and easy to parse. This uniformity enhances agent usability and reduces cognitive load when selecting tools.
With 12 tools, the server is well-scoped for managing Google Search Console data, covering setup, syncing, monitoring, analysis, and maintenance. Each tool serves a specific function, such as data retrieval (sync_gsc_data), insights (get_insights), and cleanup (prune_database), ensuring comprehensive coverage without bloat. The count aligns well with the domain's complexity.
The tool set provides complete coverage for the Google Search Console domain, including initial setup (setup), data syncing (sync_gsc_data, sync_all_properties), monitoring (check_sync_status, cancel_sync), analysis (get_insights, compare_periods, query_gsc_data), visualization (get_overview, get_dashboard), and maintenance (prune_database, list_properties). There are no obvious gaps, supporting full CRUD-like workflows from data ingestion to insights.