--- title: "SocratiCode vs graphify" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/giancarloerra-socraticode-vs-graphify-labs-graphify" tools: ["giancarloerra-socraticode", "graphify-labs-graphify"] --- # SocratiCode vs graphify Neutral, constraint-first comparison with live GitHub stats. | | [SocratiCode](/tools/giancarloerra-socraticode.md) | [graphify](/tools/graphify-labs-graphify.md) | | --- | --- | --- | | Tagline | Enterprise-grade codebase intelligence with hybrid semantic search, polyglot dependency graphs, and symbol-level impact analysis | Transform codebases into queryable knowledge graphs | | Stars | 3,103 | 79,839 | | Forks | 395 | 7,865 | | Open issues | 0 | 440 | | Language | TypeScript | Python | | Adopt for | SocratiCode is an open-source tool designed for large-scale codebase analysis, offering advanced features like hybrid semantic search, polyglot dependency graphs, and symbol-level impact analysis within a local and fully | Graphify transforms your codebases, documents, and media files into a queryable knowledge graph. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | MIT | | Categories | Data & Retrieval, Vector Databases | Inference & Serving, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [SocratiCode](/tools/giancarloerra-socraticode.md) | [graphify](/tools/graphify-labs-graphify.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 9d | 0d | | Open issues (now) | 0 | 440 | | Owner type | User | Organization | | Security scan | Not scanned | No lockfile | | Full report | [trust report](/tools/giancarloerra-socraticode/trust.md) | [trust report](/tools/graphify-labs-graphify/trust.md) | **Typed relationship:** SocratiCode _(related)_ graphify ## Decision facts: SocratiCode - **Pricing:** freemium - $0 to use - AGPL-3.0 license allows for free usage of the software but any derivative works must be open-sourced under this license. - **Requirements:** Min 8 GB RAM; Requires Node.js >=18; Supports multiple programming languages - **Adopt for:** SocratiCode is an open-source tool designed for large-scale codebase analysis, offering advanced features like hybrid semantic search, polyglot dependency graphs, and symbol-level impact analysis within a local and fully ## Decision facts: graphify - **Adopt for:** Graphify transforms your codebases, documents, and media files into a queryable knowledge graph. ## Choose when ### Choose SocratiCode if… - SocratiCode is primarily TypeScript; graphify is Python. - License: SocratiCode is AGPL-3.0, graphify is MIT. - Pricing: $0 to use - AGPL-3.0 license allows for free usage of the software but any derivative works must be open-sourced under this license.. - Requirements: Min 8 GB RAM; Requires Node.js >=18; Supports multiple programming languages. - Graph edge: SocratiCode is a typed related of graphify - see the relationship row above. - Tags unique to SocratiCode: embeddings, ai-assistant, ast, code-graph. - Also covers Data & Retrieval, Vector Databases. - SocratiCode ships an MCP server manifest. - When working with enterprise-grade applications exceeding 40 million lines of code, providing the capability to analyze complex dependencies and large-scale software projects. ### Choose graphify if… - graphify is primarily Python; SocratiCode is TypeScript. - License: graphify is MIT, SocratiCode is AGPL-3.0. - Graph edge: graphify is a typed related of SocratiCode - see the relationship row above. - Tags unique to graphify: graphrag, tree-sitter, gemini-cli, leiden algorithm. - Also covers Inference & Serving, Developer Tools. - Graphify transforms your codebases, documents, and media files into a queryable knowledge graph. ## When NOT to use SocratiCode - For smaller codebases that do not exceed several million lines of code (MLOC), as SocratiCode's primary focus lies on large-scale projects, making it potentially overkill for less extensive codebases. - If you require real-time collaboration or cloud-based functionalities with third-party integration services, since SocratiCode operates fully locally and without a live online backend support. ## When NOT to use graphify - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between SocratiCode and graphify? SocratiCode: Enterprise-grade codebase intelligence with hybrid semantic search, polyglot dependency graphs, and symbol-level impact analysis. graphify: Transform codebases into queryable knowledge graphs. See the comparison table for live GitHub stats and shared categories. ### When should I choose SocratiCode over graphify? Choose SocratiCode over graphify when SocratiCode is primarily TypeScript; graphify is Python; License: SocratiCode is AGPL-3.0, graphify is MIT; Pricing: $0 to use - AGPL-3.0 license allows for free usage of the software but any derivative works must be open-sourced under this license.; Requirements: Min 8 GB RAM; Requires Node.js >=18; Supports multiple programming languages; Graph edge: SocratiCode is a typed related of graphify - see the relationship row above; Tags unique to SocratiCode: embeddings, ai-assistant, ast, code-graph; Also covers Data & Retrieval, Vector Databases; SocratiCode ships an MCP server manifest; When working with enterprise-grade applications exceeding 40 million lines of code, providing the capability to analyze complex dependencies and large-scale software projects. ### When should I choose graphify over SocratiCode? Choose graphify over SocratiCode when graphify is primarily Python; SocratiCode is TypeScript; License: graphify is MIT, SocratiCode is AGPL-3.0; Graph edge: graphify is a typed related of SocratiCode - see the relationship row above; Tags unique to graphify: graphrag, tree-sitter, gemini-cli, leiden algorithm; Also covers Inference & Serving, Developer Tools; Graphify transforms your codebases, documents, and media files into a queryable knowledge graph. ### When should I avoid SocratiCode? For smaller codebases that do not exceed several million lines of code (MLOC), as SocratiCode's primary focus lies on large-scale projects, making it potentially overkill for less extensive codebases. If you require real-time collaboration or cloud-based functionalities with third-party integration services, since SocratiCode operates fully locally and without a live online backend support. ### When should I avoid graphify? Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is SocratiCode or graphify more popular on GitHub? graphify has more GitHub stars (79,839 vs 3,103). Stars measure visibility, not whether either tool fits your constraints. ### Are SocratiCode and graphify open source? Yes - both are open-source projects on GitHub (SocratiCode: AGPL-3.0, graphify: MIT). ### Where can I find alternatives to SocratiCode or graphify? GraphCanon lists graph-backed alternatives at /tools/giancarloerra-socraticode/alternatives and /tools/graphify-labs-graphify/alternatives (/tools/giancarloerra-socraticode/alternatives.md, /tools/graphify-labs-graphify/alternatives.md), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at /compare/giancarloerra-socraticode-vs-graphify-labs-graphify.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, SocratiCode or graphify? SocratiCode: Active. graphify: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for SocratiCode and graphify? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: SocratiCode: /tools/giancarloerra-socraticode/trust; graphify: /tools/graphify-labs-graphify/trust. --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=giancarloerra-socraticode`](/api/graphcanon/graph?tool=giancarloerra-socraticode) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_