code-memory

About code-memory

code-memory A deterministic, high-precision code intelligence layer exposed as a Model Context Protocol (MCP) server. Zero telemetry — your code never leaves your machine No API key required — runs entirely locally with sentence-transformers 1 min setup — just and you're ready Token saving by 50% — precise code retrieval instead of dumping entire files Please help star code-memory if you like this project! Why code-memory? Finding the right context from a large codebase is expensive, inaccurate, and limited by context windows.

bm25 code-search developer-tools embeddings git mcp mcp-server rag semantic-search sqlite

Quick Facts

Stars	35
Forks	8
Language	Python
Category	MCP Server
License	MIT
Quality Score	78.5528395520767/100
Open Issues	3
Last Updated	2026-05-20
Created	2026-02-21
Platforms	mcp, python
Est. Tokens	~69k

Compatible Skills

These tools work well together with code-memory for enhanced workflows:

srclight — semantic(0.60)+rare_topics+same_lang+similar_pop+shared_platform (65%)
coco-search — semantic(0.49)+rare_topics+same_lang+similar_pop+shared_platform (61%)
CodeRAG — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
Flamehaven-Filesearch — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (56%)
lilbee — semantic(0.32)+rare_topics+same_lang+similar_pop+shared_platform (55%)

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Frequently Asked Questions

What is code-memory?

code-memory is MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.. It is categorized as a MCP Server with 35 GitHub stars.

What programming language is code-memory written in?

code-memory is primarily written in Python. It covers topics such as bm25, code-search, developer-tools.

How do I install or use code-memory?

You can find installation instructions and usage details in the code-memory GitHub repository at github.com/kapillamba4/code-memory. The project has 35 stars and 8 forks, indicating an active community.

What license does code-memory use?

code-memory is released under the MIT license, making it free to use and modify according to the license terms.

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