SERVER
Code Memory
Rank #1923glama/kapillamba4/code-memory
MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
First listed
Feb 21, 2026
Last publish date
May 11, 2026
OVERVIEW
Code Memory is a Model Context Protocol (MCP) server published by kapillamba4. It ranks #1923 of 58,900 servers tracked on MCP Toplist, and its repository has 41 GitHub stars. Code Memory is listed across 3 registries — Official MCP, Glama and PulseMCP, with 6 tracked versions. It was first listed on Feb 21, 2026 and most recently updated on May 11, 2026.
STANDING
#1,923of 58,900 tracked serversTop 5%
Ranks ahead of 56,977 of 58,900 servers on MCP Toplist.
Recent momentum
+11GitHub stars since Apr 27 (+37%)
CONNECT
Use Code Memory
Add Code Memory to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.
Python package (PyPI)
{
"mcpServers": {
"code-memory": {
"command": "uvx",
"args": [
"code-memory"
],
"env": {
"CODE_MEMORY_LOG_LEVEL": "<your CODE_MEMORY_LOG_LEVEL>",
"EMBEDDING_MODEL": "<your EMBEDDING_MODEL>"
}
}
}
}Replace each placeholder with your own value before saving.
REGISTRIES
Listed on 3 registries
ORGANIZATION
kapillamba4
MORE FROM THIS PUBLISHER
Other servers by kapillamba4
View all kapillamba4 servers →VERSIONS
Available versions (6)
| Version | Published |
|---|---|
| 1.0.32 | May 11, 2026 |
| 1.0.31 | May 10, 2026 |
| 1.0.28 | Mar 15, 2026 |
| 1.0.27 | Mar 2, 2026 |
| 1.0.25 | Feb 28, 2026 |
| 0.1.0 | Nov 25, 2024 |
FAQ
Frequently asked questions
- What is Code Memory?
- MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
- Who maintains Code Memory?
- Code Memory is maintained by kapillamba4, which publishes 2 MCP servers (8 total versions) tracked on MCP Toplist.
- Is Code Memory an official MCP server?
- Yes — Code Memory is listed on the Official MCP Registry, alongside Glama and PulseMCP.
- How many versions does Code Memory have?
- MCP Toplist tracks 6 versions of Code Memory, most recently published on May 11, 2026.
- Where can I find the source code for Code Memory?
- The source code for Code Memory is hosted at github.com/kapillamba4/code-memory.
EXPLORE