A pasteable skeleton generated from the repository name. Check the project README for the exact package and arguments.
Star count
3 ★ · HakashiKatake/docorbit · read from the GitHub search API · (checked 2026-10-16 20:00:20)
Source
collected from the punkpeye/awesome-mcp-servers list · type: MCP server
Harvest history
first seen 2026-10-09 · last seen 2026-10-16 · seen 32× · listed by 7 sources
Score
score 703 · 3 ★ · 7 sources · mcp
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We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.
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repository HakashiKatake/docorbit;first catalogued 2026-10-09;last seen 2026-10-16。There is no official certification or quality rating here — we record sources and dates only.
Version-aware documentation intelligence for coding agents. DocOrbit discovers authoritative documentation, resolves it against your project's dependency versions, retrieves task-specific context, and verifies generated code against documentation contracts. Quick Start • Project vs Global Storage • Why DocOrbit? • See It in Action • MCP Integration • 15 MCP Tools • Benchmarks • Code Verification • Security • Architecture --- --- Quick Start DocOrbit requires **Node.js ≥ 22.5.0** and has **zero external runtime dependencies**. > [!IMPORTANT] > **Project-Based by Default**: If you do not specify any flags, DocOrbit **always defaults to project-based storage** ( /.docorbit/docorbit.db). When you delete or branch a project, its documentation cache is isolated and cleans up automatically — **zero orphaned files, zero global disk bloat, and zero cross-project version collisions**. 1. Run via npx (Zero Installation) 2. Connect to Your Coding Agent (MCP) When started by an agent (Cursor, Claude Desktop, Windsurf, Zed), DocOrbit **automatically resolves to the active project workspace's SQLite database** (.docorbit/docorbit.db): Cursor (.cursor/mcp.json) Claude Desktop (claude_desktop_config.json) Claude Code (Terminal CLI) *DocOrbit detects when standard input is a machine pipe and starts the MCP stdio transport automatically in project-local mode. If you prefer a shared user-wide store across all projects, pass -g: ["-y", "docorbit", "mcp", "-g"].* 3. How to Work with DocOrbit in Your Prompts Once mounted, you never need to manually copy-paste documentation pages into your agent chat. Simply give your agent the official documentation link and tell it to use DocOrbit: **What DocOrbit does behind the scenes:** 1. **Tree Crawling & SQLite FTS5 Indexing**: The agent automatically invokes docorbit.ingest_doc({ url: "https://docs.stripe.com/payments/checkout" }). DocOrbit crawls the documentation with SSRF protection and indexes endpoints and types in ~24ms. 2. **Context Assembly (Zero JSON Bloat)**: The agent calls docorbit.get_implementation_context(...) and receives 412 tokens of clean, pure GitHub Markdown grounded in active API contracts. 3. **AST Contract Verification**: The agent calls docorbit.check_api(...) to verify code against AST contracts before writing to disk, preventing deprecated methods (such as legacy stripe.charges.create) and runtime parameter crashes. --- Project-Scoped Storage & Flags DocOrbit gives developers full control over where documentation is persisted: | Storage Mode | Location | Flag | Best Used For | | :--- | :--- | :---: | :--- | | **Project-Local (Default)** | /.docorbit/docorbit.db | -p, --project | **Default for all workflows.** Zero disk leaks. Clean git isolation (.gitignore). Deletes when project is deleted. No version collisions between projects. | | **Global Store** | ~/.docorbit/docorbit.db | -g, --global | Shared documentation across multiple ad-hoc scripts or global toolchains without repository workspaces. | Interactive Selection Prompt When running docorbit init or docorbit add in an interactive terminal without flags on a new project, DocOrbit will ask: * Pressing **Enter** directly accepts the default ([1] Project-local). * Non-interactive environments (CI, agents, pipes, scripts, --json) **automatically default to Project-local** without hanging. * Passing -p or -g immediately selects that target and skips the prompt. --- Why DocOrbit? AI coding agents (Claude Code, Cursor, Windsurf, Devin) frequently produce broken code not because models lack reasoning, but because **the documentation context they receive is flawed**: * **Wrong Version Collisions**: An agent in a Next.js 14 codebase gets fed Next.js 15 documentation and uses await params, breaking production builds. * **Bloated HTML**: Generic scrapers dump navigation headers, footers, cookie banners, and script tags, wasting 70%+ of the agent's context window. * **Missing API Contracts**: Models guess query parameters and request bodies because documentation lack structured OpenAPI/Swagger schemas.