Stop shipping bad code.
Inject accurate contextinto your AI.
Select your docs 📚, one-click deploy 🚀, and build with confidence 💪.
Unified documentation and MCP servers in a single endpoint.
How It Works
Get started in four simple steps
Browse
Explore 50+ available libraries
Select
Choose your tech stack & documentation sources
Deploy
One-click MCP server launch
Connect
Add to your AI environment
Built for Every Developer
Whether you're building applications, pipelines, or models - get the right context instantly
Software Engineers
Build faster with instant access to framework APIs, library documentation, and code examples directly in your IDE.
Data Engineers
Streamline pipeline development with unified documentation for data tools, databases, and integration platforms.
Data Scientists
Accelerate model development with instant access to ML libraries, data science tools, and research documentation.
Ready to ship confidently?
Join thousands of developers supercharging their workflows
Unified Docs
Aggregate documentation from 50+ libraries into a single interface with automatic HTML to markdown conversion.
MCP Servers
Deploy custom MCP servers that give AI tools access to your entire tech stack's documentation in real-time.
Projects
Create project-specific configurations with curated libraries and generate unique MCP endpoints for your stack.
The Developer Context Problem
See how Doctail eliminates context switching and powers your AI tools
WITHOUT DOCTAIL
Context-Starved AI Tools
Your AI coding assistant doesn't know about internal APIs, latest versions, or team conventions
Constant Workflow Interruption
Jump between IDE → browser → docs → wikis → README files, losing focus and momentum
Generic, Outdated Answers
ChatGPT and Claude give wrong answers for your specific libraries, versions, and tools
→ RESULT: Slower shipping, context switching hell
WITH DOCTAIL
AI Tools Fed with Context
Your sources become injectable context—AI knows your exact APIs, versions, and conventions
Stay in Flow
Query docs directly from your IDE or chat interface—never leave your workflow
Always Accurate, Always Current
RAG-powered answers grounded in your actual documentation with inline citations
→ RESULT: Ship faster, eliminate context switching
Context Everywhere.
Technical context for VS Code, Cursor, ChatGPT, Claude, and any AI coding environment.
Your technical docs becomes injectable context for Cursor, VS Code, and any AI coding assistant.
Access Anywhere
Query your sources from any tool in your workflow
MORE INTEGRATIONS COMING SOON. REQUEST YOURS WHEN YOU JOIN THE BETA.