COMING DEC 2025

Stop Context Switching.
Start Building.

Roll up technical docs into one endpoint.
Never lose context again.

APIs

Libraries

Tools

Frameworks

Many More Available

MCP SERVER

ACTIVE

MCP Server

mcp://doctail/sse

All sources unified into a single endpoint

ONE-CLICK ACTIVATION

Context meets Execution.

Unified technical resources and MCP servers in one deployable endpoint.

mcp://doctail

ONE-CLICK DEPLOY

Selected Tech Stack

Stripe

LiveKit

Supabase

Tavus

Groq

AI ASSISTANT + DOCTAIL

How do I build real-time AI video calls with pay-as-you-go billing?

Implemented a real-time AI video call system with pay-as-you-go billing. Here's what I set up:

• Initialize LiveKit room for video sessions

• Stream frames to Gemini-2.5-RT via Groq for reasoning

• Generate avatar response from Gemini output using Tavus

• Create Stripe Usage Records for per-token billing

• Log token usage + customer ID in Supabase Edge Functions

Let me know if you need help configuring the billing thresholds or optimizing the video streaming pipeline.

MCP Execution via Doctail

>[DOC]LiveKit—"How do I initialize a video session?"

✓ Retrieved section: Rooms API overview (room.create, participant.connect)

>[DOC]Groq—"How do I stream frames for real-time reasoning?"

✓ Retrieved section: gemini-2.5-rt /stream endpoint example

>[DOC]Tavus—"How do I create an avatar?"

✓ Retrieved section: Tavus Replica API — generate replica from text input

>[DOC]Stripe—"How do I create usage records for billing?"

✓ Retrieved section: POST /v1/usage_records (pay-as-you-go metering)

>[MCP]Stripe—list_products()

✓ Found 3 active products → Basic, Pro, Enterprise

>[DOC]Supabase—"How do I log token usage?"

✓ Retrieved section: Using Edge Functions to insert records into usage_logs

>[MCP]Supabase—list_tables()

✓ Tables: billing_settings, usage_logs, invoices

>[MCP]Supabase—execute_sql("INSERT ... VALUES (...)")

✓ 1 row inserted → confirms schema + write access

UNIFIED ENDPOINT • CROSS-REFERENCED • INSTANT DEPLOY

COMING SOON

Hosted MCP Lambda Rollups

Host your MCP lambda rollups with us - bundle multiple function calls into optimized serverless execution.

HOSTED LAMBDASBATCH EXECUTIONMANAGED INFRA

How It Works

From documentation discovery to AI integration in four simple steps

Search Tools

Discover and explore documentation from thousands of libraries, frameworks, and APIs in our comprehensive database.

Select Your Sources

Choose the specific documentation sources you want to combine into your custom knowledge base.

One-Click Deploy

Deploy your MCP server with one click, instantly creating a unified endpoint for all your selected sources.

Add to AI Environment

Connect your endpoint to VS Code, Cursor, ChatGPT, Claude, or any AI coding environment for instant context.

Inject Context Everywhere.

Technical context for VS Code, Cursor, ChatGPT, Claude, and any AI coding environment.

Doctail.ai

CHOOSE YOUR LIBRARY, ONE-CLICK MCP SERVER DEPLOYMENT

Your technical docs becomes injectable context for Cursor, VS Code, and any AI coding assistant.

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

Access Anywhere

Query your sources from any tool in your workflow

MCP SERVERS

IDE EXTENSIONS

API

SOON

WEB CHAT

MORE INTEGRATIONS COMING SOON. REQUEST YOURS WHEN YOU JOIN THE BETA.

One endpoint. Always accurate.

Join enterprise engineers from FAANG and blazing founders from Y-Combinator in building with precision... all with one click.

Stop Context Switching.Start Building.