Kunji is a concurrent CLI tool for validating API keys across 350+ services. It uses a scoring-based detection engine and multi-threaded execution to verify credentials and extract associated metadata.
Terminal Experience
Kunji provides real-time feedback during bulk validation operations.
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Validating API Keys [348/351] ███████████████████████████████████░ 99%
» supabase ✓ Valid eyJhbGciOiJIUzI1Ni... (JWT Decoded)
» openai ✓ Valid sk-proj-****xyz789
» stripe ✗ Invalid sk_live_****123456
» deepseek ✓ Valid sk-****def456 (Hex Fingerprint)
Features
Detection and Analysis
- Scoring-based Auto-Detection — Evaluates prefixes, regex specificity, and structural characteristics to identify providers.
- Structural Decoding — Decodes JWTs (
eyJ...) and identifies Hex/UUID fingerprints to resolve provider collisions.
- GraphQL Introspection — Identifies root types and schema statistics for GraphQL-based services upon successful validation.
- Custom Templates — Supports loading provider definitions from external YAML files via the
--templates flag.
Security and Evasion
- Request Randomization — Rotates HTTP headers and TLS fingerprints to prevent identification by WAFs or rate-limiters.
- Canary Detection — Identifies common AWS and Slack canary tokens and high-entropy strings to prevent triggering security alerts.
- Secret Scrubbing — Automatically masks API keys in output and logs.
- Aho-Corasick Scanning — Uses a trie-based automaton to match multiple provider prefixes in a single pass.
- Zero-Copy Processing — Minimizes memory allocations during string processing and key detection.
- Adaptive Throttling — Adjusts request rates per-provider based on
429 (Too Many Requests) responses.
- Connection Warming — Pre-resolves DNS and establishes TCP/TLS handshakes for common providers at startup.
- Persistent Negative Cache — Uses a Bloom filter to store and skip confirmed invalid keys across sessions.
Installation
Go Install
go install github.com/Grey-Magic/kunji@latest
Prebuilt Binaries
Download the release for your platform:
# Example for Linux/macOS
curl -sL https://github.com/Grey-Magic/kunji/releases/latest/download/kunji_1.0.9.zip -o kunji.zip
unzip kunji.zip && chmod +x kunji
sudo mv kunji /usr/local/bin/
Usage
Basic Commands
# Validate a single key
kunji validate -k "sk-proj-..."
# Bulk validation with custom templates
kunji validate -f keys.txt -T ./my-templates/ -t 20
# Resume a run and skip known invalid keys
kunji validate -f keys.txt --resume --only-valid -o results.jsonl
Advanced Options
| Flag |
Description |
-T, --templates |
Path to directory containing custom provider YAML files. |
--deep-scan |
Test multiple providers if detection is ambiguous. |
--proxy |
Set a proxy URL or a file for rotation. |
--dry-run |
Identify providers without sending network requests. |
--skip-metadata |
Skip metadata enrichment steps. |
Supported Providers (350+)
| Category |
Services |
| LLMs |
OpenAI, Anthropic, Google Gemini, xAI, Mistral, DeepSeek |
| Hosting |
Cloudflare, Vercel, Netlify, Railway, DigitalOcean, Heroku, Render |
| Databases |
Supabase, MongoDB Atlas, Redis, ClickHouse, TiDB, Neon |
| Identity |
Auth0, Clerk, WorkOS, Stytch, Frontegg, FusionAuth |
| Payments |
Stripe, PayPal, Square, LemonSqueezy, Paddle, Plaid |
License
This project is licensed under the MIT License.