Comparison
Brownfield Cartographer vs Codebase Memory MCP
Codebase Memory MCP has more GitHub stars (46,685 vs 0). Codebase Memory MCP was updated more recently (last commit 13h ago). Data comes straight from GitHub and refreshes daily.
Brownfield Cartographer
Local impact and table, column and Airflow lineage for SQL, dbt, Python and TypeScript repos.
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uvx brownfield-cartographer
Codebase Memory MCP
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer…
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npx -y codebase-memory-mcp| Metric | Brownfield Cartographer | Codebase Memory MCP |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 46,685 |
| Stars, last 7 days | n/a | +25 |
| Forks | 0 | 3,844 |
| Upvotes | 0 | 0 |
| Language | n/a | C |
| License | n/a | MIT |
| Last commit | n/a | 13h ago |
| Created | n/a | Feb 2026 |
| Categories | Databases | Memory & knowledge, AI & LLM tooling, Databases |