No user-submitted related servers found.
Scored across 21 tools
Each tool targets a distinct capability: querying (query_codebase, query_ranked, pack_snippets), structural analysis (centrality, rank_nodes, bridge_centrality), node lookup (get_node, find_node, list_nodes), and explanation (explain, explain_rank). There is some overlap between centrality and rank_nodes, but their descriptions clearly differentiate SIR vs. CodeRank, preventing ambiguity.
Tool names follow a consistent verb_noun pattern (e.g., list_nodes, find_node, get_node, explain_rank, snapshot_list). Verbs like query, explain, compute, and find are used predictably, and all names are lowercase snake_case throughout.
With 21 tools, the count is on the heavier side, but each tool has a distinct analytical purpose that justifies its inclusion. The number is borderline above the ideal range, but the server's broad scope (from querying to snapshots) makes it reasonable. It does feel slightly inflated with multiple ranking/centrality variants.
The tool surface covers the full lifecycle of codebase analysis: discovery (graph_stats, list_nodes), lookup (get_node, find_node), explanation (explain), querying (query_codebase, pack_snippets), ranking (rank_nodes, centrality, query_ranked), and temporal monitoring (snapshot_list, snapshot_show, snapshot_diff). The only minor gap is a lack of direct mutation tools, but that is not expected for a read-only analysis server.