memorepo
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- AlicenseAqualityAmaintenanceEnables AI assistants to search, analyze, and understand multi-language codebases by providing indexed code intelligence via MCP.161,537 npm8MIT
- AlicenseNot gradedqualityCmaintenanceSemantic code index and gatekeeper that exposes 14 read-only MCP tools for AI agents, enabling symbol search, definition lookup, reference finding, and impact analysis via static analysis of codebases.9 npmMIT
- AlicenseNot gradedqualityCmaintenanceProvides code intelligence for AI coding agents by indexing repositories into a hybrid knowledge graph, enabling agents to query dependencies, impact, and context through 28 MCP tools.4Apache 2.0
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Seshatofficial
AlicenseAqualityCmaintenanceEnables AI coding agents to query a compiled typed symbol graph over MCP, revealing real callers, callees, blast radius, data flow, constraints, dead code, and commit-history signals before editing. Supports repo syncing and ranked context retrieval so agents can avoid structural regressions.2767 npmMIT
TDQS
Scored across 14 tools
Most tools have clearly separated roles: snapshot filesystem access (list_snapshot_files, read_snapshot_file, search_snapshot_text) versus CBM code-graph access (search_graph, trace_path, get_code_snippet, query_graph). The fuzziest boundaries are search_snapshot_text vs search_code (literal text across all files vs indexed code text) and list_space_repositories vs list_projects, but the descriptions explicitly draw these distinctions. An agent can pick correctly with careful reading, though the two search tools could still be misselected.
Nearly all tools follow a verb_noun convention (list_snapshot_files, read_snapshot_file, search_snapshot_text, get_architecture, trace_path, search_code), with snapshot tools consistently prefixed by 'snapshot'/'space'. The exceptions are snapshot_index_coverage and index_status, which are noun phrases rather than verb-led, plus a mild inconsistency between 'get_' and 'search_'/'query_' retrieval verbs.
Fourteen tools is well within a reasonable range and splits cleanly into two coherent surface layers (five snapshot-integrity tools, nine code-graph tools). Each tool corresponds to a distinct operation with no filler or duplicated capability, so the count is well matched to the server's dual purpose.
The read-only surface covers inventory, coverage reporting, file reading, literal search, project listing, indexing status, architecture, schema, graph search, path tracing, snippet lookup, and a Cypher escape hatch — a solid lifecycle for inspecting a code snapshot. Minor gaps remain: there is no way to enumerate snapshots/versions or diff two snapshots, and symbol-reference discovery depends on trace_path rather than a dedicated callers/callees tool.