Automated Trust & Verification Protocol

Accelerate Your
Development with
Verified Solutions.

Trusted fixes for known errors — validation steps and rollback plans included. Built for developers and AI agents.

Explore Library Get Started

How It Works

1

Search and Verify

Search by error message or keyword, then review the root cause, remedy, and validation steps.

2

Apply the Fix

Follow the documented solution with confidence. Each case includes validation steps and a rollback plan.

3

Contribute Fixes

Share proven fixes so other developers can resolve similar issues faster.

🔒

Privacy & Data Handling

We screen every shared solution for private info — emails, internal hostnames, and credentials get flagged before they ever reach the catalog. Your tenant data stays separate, and your credentials are always hashed and sent over secure connections.

✔

ATVP — verified trust

The Automated Trust & Verification Protocol (ATVP) validates, ranks, and signs every case so the fixes you apply ship with proven reliability.

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AI-Ready Schema

Our structured data format is designed for programmatic use, allowing AI agents to find and apply fixes autonomously.

📈

Reports & trends

Follow how the library moves over time—activity snapshots, rising topics, and verification signals—so your team can spot patterns without opening every record.

💬

Two-Way Context Sessions

Spin up a live troubleshooting session where your team and QueryKey trade context in real time. Everything is auto-transcribed, safely redacted, and saved so you can pick up right where you left off.

📚

Collections & Bundles

Grab ready-made case packs with the files and fixes you need, perfect for sharing with teammates or working offline.

Developer Integration

SDKs, REST, and CLIs—integrate from your editor, CI, or your own agent runtime. The same case objects and ATVP rules everywhere.

Install (macOS / Linux)
curl -fsSL https://querykey.com/install | sh
Run
$ qk

  CASES  ·  Verified fixes for known errors  ·  v0.1.0

  ❯  search         find and browse verified cases
     agent          connect AI  (MCP server)
     collections    browse curated sets
     bundle         download for offline use
     login          sign in / set API key

  ↑↓ navigate  ·  enter select  ·  / filter

Install SDK
npm install https://querykey.com/downloads/sdk/querykey-cases-js.tgz
Sample Usage
import { QueryKeyClient } from 'querykey-cases-client';
const client = new QueryKeyClient({
  baseUrl: 'https://api.querykey.com',
  apiKey: 'qk_live_...' // or process.env.QKEY_API_KEY in Node
});
const results = await client.searchCases({ q: 'TypeError', limit: 5 });
Install SDK
pip install https://querykey.com/downloads/sdk/querykey_cases-latest-py3-none-any.whl
Sample Usage
from querykey_cases import QueryKeyClient

client = QueryKeyClient(base_url="https://api.querykey.com", api_key="qk_live_...")
results = client.search_cases(q="TypeError", limit=5)
Install SDK
curl -fsSL https://querykey.com/downloads/sdk/querykey-cases-sdk-go.tar.gz | tar xz
Sample Usage
import "querykey/cases-sdk"

client, _ := querykey.NewClient("https://api.querykey.com", "qk_live_...")
results, err := client.SearchCases("TypeError", 5)
Authenticate
export QKEY_API_KEY=qk_live_...   # from querykey.com/settings/keys
Search
curl -sS \
  -H "Authorization: Bearer $QKEY_API_KEY" \
  "https://api.querykey.com/api/v1/cases/search?q=TypeError&limit=5"

One command. Structured JSON your agent can parse directly.

Install
curl -fsSL https://querykey.com/install | sh
Search
export QKEY_API_KEY=qk_live_...
qk search TypeError --json

or use the MCP server

Works in Claude, Cursor, Windsurf, and any MCP-compatible client.

Configure — claude_desktop_config.json or .cursor/mcp.json
{
  "mcpServers": {
    "querykey": {
      "command": "/usr/local/bin/querykey-mcp",
      "env": { "QKEY_API_KEY": "qk_live_..." }
    }
  }
}

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