Agent-driven search: build, import, tune, search, and score result quality — all over MCP.
The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
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Scored across 107 tools
Each tool targets a distinct resource-action pair with clear prefixes (account, analytics, api_key, etc.). Even similar tools (e.g., search_by_image vs search_by_image_base64) are distinguished by modality. No two tools appear to do the same thing.
All tool names follow a consistent snake_case noun_verb pattern (e.g., account_get, contributors_create, eval_run_status). POST variants are consistently suffixed with _post. The naming is highly systematic and predictable.
With 107 tools, this server is far beyond the typical 3-15 range. While the domain is broad, the number is excessive for an MCP server, making it hard for agents to navigate. Score 1 per calibration (50+ tools is extreme mismatch).
The server covers a comprehensive set of operations for a search platform: account, analytics, API keys, bulk operations, contributors, coordinates, evaluation, facets, feeds, groups, judges, lists, media, resources, searchable fields, search results, and webhooks. CRUD and lifecycle operations are present for most resources. No obvious gaps.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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