Code Memory
Rank #8,909io.github.kapillamba4/code-memory
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What you can do with Code Memory
Code Memory is a Model Context Protocol (MCP) server published by kapillamba4. It ranks #8,909 of 144,396 active servers on MCP Toplist, and its repository has 49 GitHub stars. Code Memory is listed across 3 registries — Official MCP, PulseMCP and Glama, with 7 tracked versions. It was first listed on Feb 21, 2026 and most recently updated on May 20, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Code Memory can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Code Memory
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- CODE_MEMORY_LOG_LEVEL · optional
- EMBEDDING_MODEL · optional
Connect Code Memory and confirm it works
claude mcp add code-memory -e "CODE_MEMORY_LOG_LEVEL=<your CODE_MEMORY_LOG_LEVEL>" -e "EMBEDDING_MODEL=<your EMBEDDING_MODEL>" -- uvx code-memoryReplace each placeholder with your own value before saving.
[mcp_servers.code-memory]
command = "uvx"
args = ["code-memory"]
[mcp_servers.code-memory.env]
CODE_MEMORY_LOG_LEVEL = "<your CODE_MEMORY_LOG_LEVEL>"
EMBEDDING_MODEL = "<your EMBEDDING_MODEL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"code-memory": {
"command": "uvx",
"args": [
"code-memory"
],
"env": {
"CODE_MEMORY_LOG_LEVEL": "<your CODE_MEMORY_LOG_LEVEL>",
"EMBEDDING_MODEL": "<your EMBEDDING_MODEL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"code-memory": {
"command": "uvx",
"args": [
"code-memory"
],
"env": {
"CODE_MEMORY_LOG_LEVEL": "<your CODE_MEMORY_LOG_LEVEL>",
"EMBEDDING_MODEL": "<your EMBEDDING_MODEL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"code-memory": {
"type": "stdio",
"command": "uvx",
"args": [
"code-memory"
],
"env": {
"CODE_MEMORY_LOG_LEVEL": "<your CODE_MEMORY_LOG_LEVEL>",
"EMBEDDING_MODEL": "<your EMBEDDING_MODEL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"code-memory": {
"command": "uvx",
"args": [
"code-memory"
],
"env": {
"CODE_MEMORY_LOG_LEVEL": "<your CODE_MEMORY_LOG_LEVEL>",
"EMBEDDING_MODEL": "<your EMBEDDING_MODEL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"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.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Code Memoryyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 21, 2026
- Latest version published
- May 20, 2026
- Version history
- 7 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Official MCP ↗listed since Apr 25, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- Glama ↗listed since Jun 4, 2026 · still listed
Do you maintain Code Memory? to correct or enrich this profile.
Available versions (7)
| Version | Published |
|---|---|
| 1.0.33 | May 20, 2026 |
| 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 |
Ranks ahead of 135,487 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.kapillamba4%2Fcode-memory)<a href="https://mcptoplist.com/server/io.github.kapillamba4%2Fcode-memory"><img src="https://mcptoplist.com/badge/io.github.kapillamba4%2Fcode-memory.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Code Memory?
- Code Memory is maintained by kapillamba4, which publishes 3 MCP servers (9 total versions) tracked on MCP Toplist.
- Is Code Memory listed on the Official MCP Registry?
- Yes — Code Memory is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does Code Memory have?
- MCP Toplist tracks 7 versions of Code Memory, most recently published on May 20, 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.
Do you run this server?
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