SocratiCode OSS
What is SocratiCode OSS?
SocratiCode is an open-source codebase-intelligence tool that provides zero-setup, local, and private repository understanding for AI coding agents through hybrid semantic search, dependency graphs, and symbol-level analysis.
Key Capabilities
- Hybrid Semantic Search: Combines vector embeddings with structural indexing for code retrieval.
- Polyglot Dependency Graphs: Builds cross-language dependency graphs to map how code is connected.
- Symbol-Level Impact Analysis: Traces call flows and the impact of changes at the symbol level.
- Cross-Project & Branch-Aware Search: Searches across projects and understands branches.
- Interactive HTML Viewer: Renders results in a browsable HTML interface.
- Extended Knowledge: Indexes database, API, and infrastructure context alongside code.
- Deployment Flexibility: Runs as a plugin, skill, extension, or MCP server.
Audience & Use Cases
- Audience: AI-assisted developers and engineering teams working on very large, multi-repository codebases.
- Use Case: Reducing token consumption and tool calls when AI agents navigate enterprise-scale code.
Technical Specifications
- Language: TypeScript, with Qdrant for vector storage.
- License: AGPL-3.0.
- Scale: The project positions itself for codebases exceeding 40 million lines of code.
- Performance: The maintainers report up to 61% fewer tokens, 84% fewer calls, and 37× faster results in their benchmarks; a cloud offering is in beta.
Categories & Use Cases
Technical Details
| Mobile Application | No |
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FAQs
What is SocratiCode OSS?
SocratiCode is an open-source codebase-intelligence tool that provides zero-setup, local, and private repository understanding for AI coding agents through hybrid semantic search, dependency graphs, and symbol-level analysis.