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Kivgraph

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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

A3.5/5.0

Scored across 12 tools

Disambiguation4/5

Each tool targets a distinct query type—semantic search, identifier search, symbol metadata, reference/consumer lookup, forward/reverse graph traversal, and index administration—but get_blast_radius vs trace_dependencies and find_references vs find_cross_repo_consumers are close enough that an agent must read descriptions carefully to pick correctly.

Naming Consistency4/5

Most tools follow a verb_noun pattern (find_*, get_*, list_repositories, index_project, trace_dependencies), forming clear families for search and retrieval. graph_status is the notable outlier, reading as a noun phrase rather than a verb-object command.

Tool Count5/5

Twelve tools is well within the ideal range for a code-intelligence server, and each tool earns its place: symbol search, references, cross-repo consumers, dependency/impact analysis, source/outline retrieval, and index administration. None of the tools feels redundant.

Completeness4/5

The surface covers discovery, metadata, source/outline retrieval, references/consumers, dependency and blast-radius analysis, plus index status and registration, so core workflows are well supported. Minor gaps exist around arbitrary file-content reads and project removal or re-indexing semantics, but agents can work around them.

Maintenance

ActivityActive
ResponsivenessResponsive

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