docorbit
DocOrbit discovers authoritative documentation, resolves it against your project's dependency versions, retrieves task-specific context, and verifies generated code against documentation contracts.
Install / Use
claude mcp add HakashiKatake -- npx -y github:HakashiKatake/docorbitIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
Content & MediaSupported Platforms
Tags
Our assessment of docorbit
docorbit scores 83/100 on our quality scale, 930th of 1,185 Content & Media skills we index.
Its MCP Server is 28 KB long, well organised into 52 sections with 18 code examples: a thorough specification that gives an agent plenty to work with.
It has 3 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so docorbit is actively maintained.
- Our last check on 2026-09-18 found the source still online.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 92/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-10-02. Automated pattern scan on 2026-10-02. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
docorbit compared with similar skills
All 4 of these similar skills score higher than docorbit; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| docorbit (this skill)by HakashiKatake | 83 | 3 | 50d ago | MCP Server |
| Agent-Reachby Panniantong | 100 | 108.1k | 2d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 78.7k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.8k | 1d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 93.4k | today | MCP Server |
Frequently asked questions
- How do I install docorbit?
- Run
claude mcp add HakashiKatake -- npx -y github:HakashiKatake/docorbit. The install tabs above show the steps for each supported agent. - Which AI agents does docorbit work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is docorbit safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It is MIT-licensed and scores 92/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is docorbit still maintained?
- The repository was last updated about 2 months ago, so docorbit is actively maintained.
Skill content
View source on GitHubDocOrbit
<p align="center"> <strong>Version-aware documentation intelligence for coding agents.</strong> </p> <p align="center"> DocOrbit discovers authoritative documentation, resolves it against your project's dependency versions, retrieves task-specific context, and verifies generated code against documentation contracts. </p> <p align="center"> <a href="https://www.npmjs.com/package/docorbit"><img src="https://img.shields.io/npm/v/docorbit?color=339933&style=flat-square" alt="npm version" /></a> <a href="https://www.npmjs.com/package/docorbit"><img src="https://img.shields.io/npm/dm/docorbit?color=blue&style=flat-square" alt="npm downloads" /></a> <a href="https://glama.ai/mcp/servers/HakashiKatake/docorbit"><img src="https://glama.ai/mcp/servers/HakashiKatake/docorbit/badges/score.svg" alt="docorbit MCP server score" /></a> <a href="https://github.com/HakashiKatake/docorbit/actions"><img src="https://img.shields.io/badge/tests-143%20passing-brightgreen.svg?style=flat-square" alt="tests passing" /></a> <a href="https://nodejs.org/"><img src="https://img.shields.io/badge/node-%3E%3D22.5.0-black.svg?style=flat-square" alt="Node.js version" /></a> <a href="https://modelcontextprotocol.io/"><img src="https://img.shields.io/badge/MCP-15%20tools-blueviolet.svg?style=flat-square" alt="Model Context Protocol" /></a> <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue.svg?style=flat-square" alt="license MIT" /></a> </p> <p align="center"> <a href="https://glama.ai/mcp/servers/HakashiKatake/docorbit"> <img src="https://glama.ai/mcp/servers/HakashiKatake/docorbit/badges/card.svg" alt="docorbit MCP server card" /> </a> </p> <p align="center"> <a href="#quick-start">Quick Start</a> • <a href="#project-scoped-storage">Project vs Global Storage</a> • <a href="#why-docorbit">Why DocOrbit?</a> • <a href="#see-it-in-action">See It in Action</a> • <a href="#mcp-integration">MCP Integration</a> • <a href="#mcp-tools">15 MCP Tools</a> • <a href="#benchmarks">Benchmarks</a> • <a href="#code-verification">Code Verification</a> • <a href="#security-model">Security</a> • <a href="docs/architecture.md">Architecture</a> </p> Authoritative Sources (llms.txt / OpenAPI / Markdown / HTML)
│
▼
┌───────────────────────────┐
│ Discovery & Ingestion │ ◄── SSRF Guard & Security Annotations
└─────────────┬─────────────┘
│
▼
┌───────────────────────────┐
│ Version Intelligence │ ◄── Scans package.json / cargo.lock / go.mod
└─────────────┬─────────────┘
│
▼
┌───────────────────────────┐
│ Structured Knowledge DB │ ◄── Project-local SQLite: <projectRoot>/.docorbit/
└─────────────┬─────────────┘
│
┌─────────────┴─────────────┐
▼ ▼
┌───────────────────┐ ┌───────────────────┐
│ MCP Server Loop │ │ CLI Developer │
│ (15 Tools / Stdio)│ │ Commands │
└─────────┬─────────┘ └─────────┬─────────┘
│ │
▼ ▼
┌───────────────────┐ ┌───────────────────┐
│ Coding Agents │ │ AST Verification │
│ Claude / Cursor │ ────► │ & Contract Check │
└───────────────────┘ └───────────────────┘
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 (
<projectRoot>/.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)
# View all developer commands
npx docorbit --help
# Ingest and index documentation into project-local SQLite (default)
npx docorbit add https://nextjs.org/docs/14/app/api-reference/file-conventions/route
# Or explicitly pass -p to skip prompts and ensure project-local storage
npx docorbit add https://nextjs.org/docs/14/app/api-reference/file-conventions/route -p
# Query version-aware context within a strict token budget
npx docorbit context "How do I implement dynamic route params in Next.js 14?" --tokens 2000
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)
{
"mcpServers": {
"docorbit": {
"command": "npx",
"args": ["-y", "docorbit", "mcp"]
}
}
}
Claude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"docorbit": {
"command": "npx",
"args": ["-y", "docorbit", "mcp"]
}
}
}
Claude Code (Terminal CLI)
claude mcp add docorbit -- npx -y docorbit mcp
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:
I want to setup stripe in my app, the link of stripe docs: https://docs.stripe.com/payments/checkout
use docorbit to set it up.
What DocOrbit does behind the scenes:
- 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. - 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. - AST Contract Verification: The agent calls
docorbit.check_api(...)to verify code against AST contracts before writing to disk, preventing deprecated methods (such as legacystripe.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) | <projectRoot>/.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 <url> in an interactive terminal without flags on a new project, DocOrbit will ask:
? Where would you like to store DocOrbit documentation?
1) Project-local (.docorbit/ in project root) [Recommended - zero disk leak]
2) Global (~/.docorbit/ in user home directory)
Tip: Pass -p / --project or -g / --global to skip this question in future.
Select storage location [1/2] (default: 1):
- 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
-por-gimmediately 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.
- Stale Examples & Deprecations: Agents call deprecated endpoints (e.g. Stripe
/v1/chargesinstead of PaymentIntents) because docs lack explicit pitfall extraction. - Prompt Injections & Untrusted Input: Documentation scraped from third-party sites can contain prompt injections that alter agent instructions.
Documentation Retrieval Approaches
| Capability | Official Docs Fetch | Web Scraper (e.g. Firecrawl) | Generic Retrieval (e.g. Context7) | DocOrbit |
| :--- | :---: | :---: | :---: | :---: |
| Machine-readable Discovery (llms.txt, OpenAPI) | ❌ | ❌ | ⚠️ Manual / Centralized | ✅ Automatic multi-source |
| Project Lockfile & SemVer Resolution | ❌ | ❌ | ❌ | ✅ 8 Ecosystems (docs.lock) |
| Structured OpenAPI Endpoints | ❌ | ❌ | ❌ | ✅ Full parameters & schemas |
| Indivisible Code Fence Chunking | ❌ | ❌ | ⚠️ Naive character split | ✅ Semantic AST chunking |
| Pitfall & Deprecation Extraction | ❌ | ❌ | ❌ | ✅ Explicit gotcha indexing |
| Closed-Loop Code Verification | ❌ | ❌ | ❌ | ✅ AST check_api verifier |
| Untrusted Content Tagging & SSRF Defense | ❌ | ❌ | ❌ | ✅ Strict isolation boundary |
| Local Offline-First SQLite FTS5 Cache | ❌ | ❌ | ❌ | ✅ Fast local database |
See It in Action
A developer in a Next.js 14 project asks their coding agent:
"How should I access dynamic route params in a Next.js 14 route handler?"
sequenceDiagram
autonumber
actor User
participant Agent as Coding Agent (Claude/Cursor)
participant DocOrbit as DocOrbit MCP
participant Code as Project Workspace
User->>Agent: "Implement GET handler with route params"
Agent->>DocOrbit: get_implementation_context({ task: "Next.js dynamic route params", project: "." })
DocOrbit->>Code: Scans package.json → detects next@14.2.0
DocOrbit->>DocOrbit: Resolves v14 doc branch & penalizes v15 breaking changes
DocOrbit-->>Agent: Returns v14 verified snippet + explicit warning: "Do NOT await params in v14"
Agent->>Agent: Generates route.ts (const id = params.id)
Agent->>DocOrbit: check_api({ code: "const id = params.id", framework: "next" })
DocOrbit-->>Agent: { status: "verified" }
Agent-->>User: Correct Next.js 14 implementation with zero deprecation errors
If the agent had erroneously generated Next.js 15 syntax:
export async function GET(request: Request, { params }: { params: Promise<{ id: string }> }) {
const { id } = await params; // ❌ Invalid in Next.js 14
return Response.json({ id });
}
DocOrbit's check_api tool immediately flags the mismatch:
{
"status": "mismatch",
"severity": "error",
"message": "Next.js 15 asynchronous route params used in a Next.js 14 workspace.",
"rule": "version_syntax_conflict",
"provenance": {
"sourceUrl": "https://nextjs.org/docs/14/app/api-reference/file-conventions/route",
"authority": "official",
"docVersion": "v14"
}
}
Core Capabilities
1
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
