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Vinkius

DocBreach Connector for AI agents.

5 live capabilities

Get real-time API documentation and OpenAPI specs for your agent.

Live agent request DocBreach / Connector

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AI Agent

Why people use DocBreach

DocBreach API Documentation Discovery for Faster Development

DocBreach cuts out the middleman. Your agent just asks for the info, and the Connector grabs the clean Markdown for you. It handles the heavy lifting of parsing OpenAPI specs and Postman collections so you can get straight to writing code.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

That your agent gets instant, clean access to any API documentation without any manual setup or browser hurdles.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    Integrating a new SDK

    An agent doesn't know how to use a new library.

  2. Real-world use case 02

    Handling massive API specs

    An OpenAPI file is too big to fit in a prompt.

  3. Real-world use case 03

    Mapping out a competitor's API

    You need to know the full scope of a service.

Complete set · 5capabilities

The complete DocBreach capability set.

These are the exact actions your AI can choose when you ask it to work with DocBreach.

Capability set01 / 02

01—03

3 capabilities in this set.

Part of 5 available through DocBreach.

  1. 01 Capability

    Docs discover

    Find the correct documentation links for any service or library using specific search queries. This helps your agent locate the right source material without you providing a URL.

  2. 02 Capability

    Docs extract

    Pull structured endpoint information from OpenAPI, Swagger, or Postman specification files. It turns complex specs into organized lists that are much easier for your agent to parse.

  3. 03 Capability

    Docs map

    Get a complete table of contents for any documentation domain by scanning its sitemap. This lets your agent see the full scope of a library before diving into specific pages.

Capability set02 / 02

04—05

2 capabilities in this set.

Part of 5 available through DocBreach.

  1. 04 Capability

    Docs read

    Convert URLs, OpenAPI specs, and Postman collections into clean Markdown for your agent. It removes the noise so your AI client can focus on the actual instructions.

  2. 05 Capability

    Docs search

    Search for specific technical topics or keywords within a known documentation domain. Use this to find specific details like rate limits or auth headers quickly.

Set up in minutes

One URL. Then ask DocBreach to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use DocBreach from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_irgtI6t1CMNMo7SoPiRQBNgk7Rz1GQFQBkyR1OUW/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it DocBreach, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable DocBreach for the conversation.

Where the request belongs

Work DocBreach can move forward.

Built around the request

Developers who are tired of copy-pasting API docs into prompts and AI engineers building agents that need to interact with external software.

01

Software Engineer

Uses it on a Tuesday afternoon to quickly grab the correct auth headers for a new library integration without leaving the IDE.

02

AI Agent Developer

Uses it to automatically map out a competitor's API for a research project or to build a capability that learns new SDKs on the fly.

03

Technical Writer

Uses it to verify if an API endpoint matches the published documentation by quickly extracting the spec.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
DevDocs logo
01 3 capabilities

DevDocs

Search and read developer documentation via DevDocs.io. list libraries, find specific API pages, and retrieve Markdown docs directly from any AI agent.

View Connector
Archbee logo
02 19 capabilities

Archbee

Manage documentation spaces, sync OpenAPI specs, and organize technical knowledge directly from your AI agent.

View Connector
SwaggerHub logo
03 10 capabilities

SwaggerHub

Connect your AI to SwaggerHub. Read OpenAPI specifications, explore domains, and manage your API design lifecycle natively from the terminal.

View Connector
Apiary logo
04 10 capabilities

Apiary

Manage your API design-first workflows via Apiary. read blueprints, publish docs, and run tests directly from your AI agent.

View Connector
Postman logo
05 9 capabilities

Postman

Design, test, and document APIs collaboratively with the world most popular API development platform used by millions of developers.

View Connector
Fern logo
06 6 capabilities

Fern

Manage and interact with Fern documentation platforms. generate access tokens, index websites for AI, and query analytics directly from your agent.

View Connector

Bring your own AI

Change the model, client or framework. Keep DocBreach connected.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • VS Code
  • Windsurf
  • ZCode
  • Cline
  • Zed
  • Continue
  • Kiro
  • Roo Code
  • Zencoder
  • Goose
  • Void
  • Augment Code
  • Amp
  • Qodo
  • Tabnine
  • Pieces
  • Sourcegraph Cody
  • JetBrains
  • Warp
  • Amazon Q
  • Antigravity
  • BoltAI
  • Raycast
  • Jan
  • LM Studio
  • AnythingLLM
  • Open WebUI
  • Msty
  • Cherry Studio
  • LibreChat
  • TypingMind
  • Chorus
  • 5ire
  • n8n
  • LangChain
  • LlamaIndex
  • CrewAI
  • Vercel AI SDK

Before you connect

Questions about DocBreach.

The practical details behind the request, access and result.

Can DocBreach find documentation for any API?

Yes, it can find documentation sources for any service, library, or API using specific search queries.

Does DocBreach work with Swagger files?

Yes, it can extract structured endpoint information from Swagger specs just like it does for OpenAPI.

Do I need to provide my own API keys for DocBreach?

No, DocBreach does not require any authentication or API keys to read documentation.

Can DocBreach read PDF documentation?

It can read PDFs as long as they are under 5MB in size.

How does DocBreach help my AI agent write better code?

It provides the agent with clean, LLM-ready Markdown instead of messy HTML. This helps the agent stay focused on the correct logic and reduces hallucinations.

Does DocBreach work with Postman collections?

Yes, it can parse Postman collections and convert them into clean Markdown for your agent to use.

Can I use DocBreach to map out a whole documentation site?

Yes, you can use it to scan sitemaps and get a complete table of contents for any domain.

How does DocBreach bypass modern Single Page Application (SPA) barriers?

DocBreach features a built-in hydration engine. Rather than relying on a heavy headless browser, it intercepts and evaluates underlying framework payloads (like __NEXT_DATA__ for Next.js or Docusaurus state) to extract the raw documentation text directly. This makes it blisteringly fast and resource-efficient.

What documentation formats and frameworks are officially supported?

It natively parses OpenAPI/Swagger specifications, Postman Collections, and standard llms.txt files. For web-based docs, it surgically cleans noise from 12+ major frameworks including Docusaurus, Nextra, VitePress, Mintlify, GitBook, and ReadMe, returning LLM-optimized Markdown.

Do I need any third-party API keys or paid scraping subscriptions?

Absolutely not. DocBreach is designed to operate completely independently. It accesses public documentation directly via optimized HTTP clients using smart resolution strategies, eliminating the need for proxy services, SaaS subscriptions, or scraping API keys.

How does this Connector improve my AI Agent's performance?

AI Agents typically hallucinate when APIs are updated or when facing undocumented endpoints. By equipping your agent with DocBreach, it can autonomously search, map, and read the definitive, up-to-date source of truth before writing a single line of code, ensuring deterministic integrations.

Can it extract specific endpoints from massive OpenAPI specifications?

Yes! The docs.extract capability is built precisely for this. Instead of loading a 5MB JSON spec into your agent's context window (which wastes tokens and ruins attention), DocBreach parses the spec server-side and allows your agent to query exactly the endpoints and methods it needs.

How does this MCP server improve my AI Agent's performance?

AI Agents typically hallucinate when APIs are updated or when facing undocumented endpoints. By equipping your agent with DocBreach, it can autonomously search, map, and read the definitive, up-to-date source of truth before writing a single line of code, ensuring deterministic integrations.

One connection away

Give your agent a direct line to DocBreach.

Connect DocBreach once. Keep it beside 5,900+ managed Connectors when the next task needs more.

Explore every Connector No credit card required · Free tier available