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MCP server · RAG

Omnia Codebase Memory

by · github.com/Jaswanth1902/Omnia-codebase-memory

Hierarchical AST codebase memory engine & MCP server. Slash context window bloat by 92% with structured semantic symbol retrieval for Claude Desktop & Cursor.

Unclaimed ai-agentsastclaude-desktopcode-analysisdeveloper-toolsmcpmodel-context-protocolrag
InstallView source
34Low

Scored 7 days ago · breakdown

About Omnia Codebase Memory

Omnia Codebase Memory is an MCP server published by Jaswanth1902 in the RAG category: hierarchical AST codebase memory engine & MCP server. Slash context window bloat by 92% with structured semantic symbol retrieval for Claude Desktop & Cursor.

The repository has 1 stars and 0 forks, with the last commit 27 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Jaswanth1902/Omnia-codebase-memory

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.1.0v0.1.0: AST-Grounded Codebase Memory & Semantic Graph · 20 Sep 2026Initial release of OMNIA Codebase Memory.\n\nFeatures:\n- Hierarchical AST parsing and deterministic symbol extraction\n- Semantic vector search with SQLite WAL Central Data Fabric\n- Cross-session memory graph persistence.
Questions

About Omnia Codebase Memory

How do I install Omnia Codebase Memory?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Omnia Codebase Memory safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Omnia Codebase Memory still maintained?

Yes — the latest release is v0.1.0 (20 Sep 2026), and the last commit was 27 days ago. The repository has 1 stars.