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Mon, July 601:30ToolsAPI & pricingMCP & SkillsAI coding

DeusData/codebase-memory-mcp: High-Performance Code Intelligence MCP Server Indexes Codebase as Persistent Knowledge Graph

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Decision Brief

What changedHigh-performance MCP server indexing codebases into persistent knowledge graphs with millisecond processing for average repos.
Why it mattersSupports 158 languages, sub-millisecond queries, and 99% token reduction, drastically lowering code retrieval latency and costs for MCP users.
Who should careAI coding tool users, Agent builders
Affected stackClaude CodeMCPOpenAI
Builder actionCheck whether your existing MCP servers are affected
Source confidenceHigh · Official release / blog / repo

DeusData/codebase-memory-mcp is a high-performance MCP server that indexes codebases into persistent knowledge graphs. It processes average-sized repositories in milliseconds, supports 158 programming languages, achieves sub-millisecond query latency, and reduces token consumption by 99%. The tool is a single static binary with zero external dependencies and requires no complex setup. For developers using Claude Code, Aider, or Codex with MCP protocol, this project replaces traditional full-text search with structured knowledge graph queries, significantly improving code retrieval efficiency and accuracy in large projects. The 99% token savings is especially beneficial for API-based billing, greatly reducing iterative development costs.

Summary basis: official / RSS sourceCompiled from the source scope noted above; the original remains authoritative.

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