A agentindex
Comparison

Claude Context (Zilliz) vs codebase-memory-mcp

A like-for-like, spec-level comparison. Both entries are verified against their docs and repo.

Claude Context (Zilliz)

Semantic code-search MCP over your entire codebase.

  • + Vector semantic search across large codebases
  • + Drops relevant code straight into agent context
  • − Embedding index must be built and refreshed
  • − Semantic match, not structural (no call graph)

codebase-memory-mcp

Code-intelligence MCP server that indexes codebases into a knowledge graph.

  • + Sub-ms structural queries across the whole codebase
  • + Replaces dozens of grep and read calls with one graph query
  • + Single static binary, local-first, zero dependencies
  • − Needs an initial index per project
  • − Pure-C codebase; extending it needs a C toolchain
Spec Claude Context (Zilliz) codebase-memory-mcp
Role Code intelligence Code intelligence
Tags code-intelligence code-intelligence, memory
License MIT MIT
Open source Yes Yes
Self-hostable Yes Yes
MCP support Yes Yes
Pricing free free
Price Free Free
Usage cost No model cost No model cost
Models multi multi
Languages typescript c
GitHub stars 12.0k 25.6k
Last activity 2026-06-22 2026-07-04