Comparisons / AI, Memory & RAG
memory vs codebase-memory-mcp
Both are top-ranked AI, Memory & RAG MCP servers on MCP Atlas. memory has more GitHub stars (91,253) versus 46,567, while codebase-memory-mcp was updated more recently (2026-10-14). memory is written in TypeScript and codebase-memory-mcp in C. memory installs as stdio, codebase-memory-mcp as unknown.
| memory | codebase-memory-mcp | |
|---|---|---|
| Description | Official MCP reference server (memory); see repo README. | High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. |
| GitHub stars | 91,253 | 46,567 |
| Last update | 2026-10-13 | 2026-10-14 |
| Language | TypeScript | C |
| Install | stdio | unknown |
| Install verified | yes | no |
| Publisher type | reference (modelcontextprotocol) | community |
Install configs: memory · codebase-memory-mcp · All AI, Memory & RAG servers
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