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Astronomer MCP Server

Astronomer MCP Server

by leouofa
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TypeScript
Remote

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.1/5.0

    Scored across 51 tools

    Disambiguation3/5

    Most tools are distinguishable by resource+action, but several families overlap heavily: populate_* vs upsert_*_batch vs create_* for the same entities, three separate embedding tools (generate_star_system_embedding, generate_celestial_body_embedding, trigger_bulk_embeddings), and compute_clusters vs create_cluster_snapshot vs create_cluster_report vs generate_deep_synthesis. Descriptions do help differentiate, but an agent has real risk of misselecting within these clusters.

    Naming Consistency4/5

    Nearly everything follows snake_case verb_noun (list_/get_/create_/update_/delete_/populate_/generate_), which is predictable. Minor deviations like the bare 'search', 'find_counterparts', and 'compute_clusters' break the strict pattern slightly but remain readable.

    Tool Count2/5

    51 tools is far beyond a comfortable surface for an agent to navigate. While the domain is broad (CRUD across three entities plus embeddings, clustering, reports, jobs, and settings), many tools are variants of each other (per-entity and bulk embedding/populate variants), pushing this into heavy territory.

    Completeness5/5

    The surface covers full lifecycle CRUD for cosmic structures, star systems, and celestial bodies, plus batch upserts, embeddings, clustering/snapshots, report generation, job polling, and settings. It is essentially exhaustive for the stated comparative-astrophysics domain with no obvious dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources