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codesight vs openai/swarm
A side-by-side comparison of pricing, ratings, features, pros and cons.
| Overview | |||
| Description | CLI token optimizer and AI context generator with built-in MCP server. Scans codebases to extract routes, schema, components, and dependencies, reducing AI context tokens by 9x–13x. Profiles for Claude Code, Cursor, Copilot, Codex, and Windsurf. Zero runtime dependencies. | Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team. | |
| Category | |||
| Developer | Houseofmvps | — | |
| Verified Status | No | No | |
| Last Updated | Sep 2026 | Sep 2026 | |
| Pricing | |||
| Pricing Model | Free | Pricing not yet verified | |
| Free Plan | Yes | No | |
| Open Source | No | — | |
| Capabilities | |||
| Features | • Zero-dependency AI context generator via a single `npx codesight` command, no config or API keys • Full AST parsing for TypeScript; regex-based detection across 30+ frameworks and 14 ORMs for other languages • Generates a persistent AST-compiled "wiki" knowledge base (architecture, auth, database, UI) in ~200ms • Writes tool-specific config files: CLAUDE.md, .cursorrules, codex.md, AGENTS.md • Runs as an MCP server exposing 14 tools for Claude Code/Cursor • Computes the "blast radius" of changing a specific file | — | |
| Tags | contextdependenciescodesighttokenoptimizergenerator | openaiswarmeducationalframeworkexploringergonomic | |
| Trust and Engagement | |||
| Review Count | 0 | 0 | |
| Saves | 0 | 0 | |
| Views | 85 | 58 | |
| Quality Score | 62/100 | 58/100 | |
| Website Status | Online | Online | |
| Availability | |||
| Website | github.com | github.com | |
| Social Links | 3 linked | 1 linked | |
| Screenshots | No | No | |
| Reviews | |||
| Pros | • Free to use | — | |
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