Code Memory

Name: Code Memory
Author: kapillamba4

by kapillamba4communityv1.0.28

code-memory is a deterministic, high-precision code intelligence layer that operates as a Model Context Protocol (MCP) server, enabling semantic searches against a locally indexed codebase.

From the registry: Local semantic code search with Git history. Works offline, no API key needed.

GitHub Repository

Install & configure

Prerequisites

required
Python 3.13+
Required Python version.
required
uv (for uvx)
Install uv package manager to run via uvx.
https://docs.astral.sh/uv/

Install in your client

Paste into the AI you're chatting with — it will figure out the rest

Please install the `code-memory` MCP server into my current AI client (that's you).

Required prerequisites (do these first if not already done):
- **Python 3.13+** — Required Python version.
- **uv (for uvx)** — Install uv package manager to run via uvx. (https://docs.astral.sh/uv/)

Canonical MCP server config (stdio transport):
- command: `uvx`
- args: ["code-memory"]
- optional environment variables:
  - `CODE_MEMORY_LOG_LEVEL`: Logging verbosity (DEBUG, INFO, WARNING, ERROR). (example: `INFO`)
  - `EMBEDDING_MODEL`: HuggingFace model ID for embeddings. (example: `jinaai/jina-code-embeddings-0.5b`)

Note: First run downloads embedding model (~600MB). Fully local with no API key. Standalone binaries also available.

Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.

Note: First run downloads embedding model (~600MB). Fully local with no API key. Standalone binaries also available.

Tools (4)

index_codebase

Indexes or re-indexes source files and documentation in the given directory.

search_code

Performs semantic search to find structural code definitions and locate references.

search_docs

Searches markdown documentation and docstrings to understand the codebase conceptually.

search_history

Debugs regressions and understands developer intent through Git history.

Environment variables

CODE_MEMORY_LOG_LEVELLogging verbosity (DEBUG, INFO, WARNING, ERROR)

EMBEDDING_MODELHuggingFace model ID for embeddings

Packages

code-memory

pypiv1.0.28transport: stdio

Details

Language: Python
License: MIT
Released: Mar 15, 2026
Last commit: Mar 15, 2026
Registry name: io.github.kapillamba4/code-memory

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