tollbooth 0.1.3

Proof-of-work bot challenge middleware for Python. Zero dependencies.

tollbooth

Proof-of-work bot challenge middleware for Python. Zero dependencies.

from fastapi import FastAPI, Depends
from tollbooth.integrations.fastapi import TollboothMiddleware

app = FastAPI()
app.add_middleware(TollboothMiddleware, secret="your-secret-key")

Bots get a browser challenge page. Humans solve it once, get a cookie, browse freely.

Why tollbooth over Anubis?

	tollbooth	Anubis
Language	Python (drop-in middleware)	Go (standalone reverse proxy)
Dependencies	0	31 direct, ~160 transitive
Code size	~800 lines	~10,000 lines
Integration	app.add_middleware(...)	Separate process + reverse proxy
PoW algorithm	Balloon hashing (memory-hard)	Plain SHA-256
Rules format	JSON	YAML + CEL expressions
Frameworks	Flask, Django, FastAPI, Starlette, Falcon	None (reverse proxy only)

Security: memory-hard PoW

Anubis uses plain SHA-256 hashing — fast on GPUs and ASICs. An attacker with a GPU farm can solve challenges orders of magnitude faster than a browser.

Tollbooth uses Balloon hashing (Boneh, Corrigan-Gibbs, Schechter 2016) — a memory-hard function that requires spaceCost * 32 bytes per attempt. GPU parallelism is bottlenecked by memory bandwidth, not compute. This makes mass-solving economically impractical.

Integration: middleware vs reverse proxy

Anubis runs as a separate process with a reverse proxy, adding network hops, deployment complexity, and a new failure domain.

Tollbooth is a middleware — it lives in your process, shares your config, and adds zero infrastructure:

# WSGI (Flask, Django)
app = TollboothWSGI(app, secret="key")

# ASGI (FastAPI, Starlette)
app = TollboothASGI(app, secret="key")

Rules: JSON vs YAML+CEL

Anubis requires YAML policies with optional CEL expressions and a complex config struct with GeoIP, ASN, Thoth subscriptions, and 30+ CLI flags.

Tollbooth: one JSON file, four actions, regex matching.

Performance: in-process vs network hop

Anubis proxies every request through a separate Go process — the full request pipeline includes reverse proxy setup, header rewriting, and upstream forwarding.

Tollbooth evaluates rules in-process with zero serialization. Allowed requests add microseconds of overhead. Challenged requests are handled before your app even sees them.

Install

pip install tollbooth

With framework extras:

pip install tollbooth[flask]
pip install tollbooth[django]
pip install tollbooth[fastapi]
pip install tollbooth[starlette]
pip install tollbooth[falcon]

How it works

Browser                             Server
  │                                   │
  │  GET /page                        │
  │──────────────────────────────────►│
  │                                   │  rules evaluate request
  │  429 + challenge page             │  → action: challenge
  │◄──────────────────────────────────│
  │                                   │
  │  Web Workers solve PoW            │
  │  Balloon(random_data + nonce)     │
  │  until ≥ difficulty leading       │
  │  zero bits in hash                │
  │                                   │
  │  POST /.tollbooth/verify          │
  │  { id, nonce, redirect }          │
  │──────────────────────────────────►│
  │                                   │  server verifies PoW
  │  302 + Set-Cookie (JWT)           │  → issues signed cookie
  │◄──────────────────────────────────│
  │                                   │
  │  GET /page (with cookie)          │
  │──────────────────────────────────►│
  │  200 OK                           │  cookie valid → pass through
  │◄──────────────────────────────────│

The challenge page uses navigator.hardwareConcurrency Web Workers to mine in parallel. The JWT cookie is HMAC-SHA256 signed, bound to the client's IP hash, and valid for 7 days.

Usage

Raw WSGI / ASGI

from tollbooth import TollboothWSGI, TollboothASGI

# WSGI
app = TollboothWSGI(your_app, secret="your-secret-key")

# ASGI
app = TollboothASGI(your_app, secret="your-secret-key")

Flask

from flask import Flask
from tollbooth.integrations.flask import Tollbooth

app = Flask(__name__)
tb = Tollbooth(app, secret="your-secret-key")

@app.route("/")
def index():
    return "Hello!"

@tb.exempt
@app.route("/health")
def health():
    return "ok"

Django

# settings.py
TOLLBOOTH = {"secret": "your-secret-key"}
MIDDLEWARE = [
    "tollbooth.integrations.django.TollboothMiddleware",
    # ...
]

Per-view exemption:

from tollbooth.integrations.django import tollbooth_exempt

@tollbooth_exempt
def health(request):
    return HttpResponse("ok")

FastAPI

from fastapi import FastAPI
from tollbooth.integrations.fastapi import TollboothMiddleware

app = FastAPI()
app.add_middleware(TollboothMiddleware, secret="your-secret-key")

Or as a dependency for specific routes:

from tollbooth.integrations.fastapi import TollboothDep

protect = TollboothDep("your-secret-key")

@app.get("/protected", dependencies=[Depends(protect)])
def protected():
    return {"ok": True}

Starlette

from starlette.applications import Starlette
from tollbooth.integrations.starlette import TollboothMiddleware

app = Starlette()
app.add_middleware(TollboothMiddleware, secret="your-secret-key")

Falcon

import falcon
from tollbooth.integrations.falcon import TollboothMiddleware

app = falcon.App(middleware=[
    TollboothMiddleware(secret="your-secret-key"),
])

Configuration

Pass options as keyword arguments to any integration:

TollboothWSGI(
    app,
    secret="your-secret-key",
    default_difficulty=12,    # leading zero bits (default: 10)
    space_cost=2048,          # balloon memory blocks (default: 1024)
    time_cost=1,              # mixing rounds (default: 1)
    delta=3,                  # random lookups per step (default: 3)
    cookie_ttl=86400,         # cookie lifetime seconds (default: 604800)
    challenge_ttl=1800,       # challenge validity seconds (default: 1800)
    challenge_threshold=5,    # weight sum to trigger challenge (default: 5)
    branding=True,            # show "Protected by tollbooth" (default: True)
)

Each +1 difficulty doubles expected solve time. Higher space_cost increases memory per attempt (space_cost * 32 bytes).

Rules

Rules are evaluated top-to-bottom. First matching terminal action (allow, deny, challenge) wins. weigh rules accumulate weight — if the sum reaches challenge_threshold, a challenge is issued.

Format

[
    {
        "name": "rule-name",
        "action": "allow | deny | challenge | weigh",
        "user_agent": "regex",
        "path": "regex",
        "headers": { "Header-Name": "regex" },
        "remote_addresses": ["192.168.0.0/24"],
        "difficulty": 12,
        "weight": 3
    }
]

All match fields are optional. A rule with no match fields matches everything. All fields use regex except remote_addresses (CIDR notation) and blocklist (boolean).

Actions

Action	Behavior
allow	Pass through immediately
deny	Return 403
challenge	Serve PoW challenge page
weigh	Add weight to score, continue evaluating

Default rules

Tollbooth ships with rules.json covering:

Deny — Cloudflare Workers abuse, known bad bots, vulnerability scanners, WordPress probes, dotfile probes, shell probes, path traversal attempts

Allow — .well-known/, favicon.ico, robots.txt, health checks, search engines, feed readers, monitoring services, link previews, archive.org

Challenge — IP blocklist (difficulty 8), AI bots (difficulty 10), headless browsers (6), aggressive scrapers (8), empty user agents (6), generic browsers

Weigh — curl/wget (+3), missing Accept header (+3), missing Accept-Language (+2), Connection: close (+2)

Custom rules

Override by passing a rules_file path or constructing a Policy directly:

from tollbooth import Policy, Rule, TollboothWSGI

policy = Policy(rules=[
    Rule(name="internal", action="allow",
         remote_addresses=["10.0.0.0/8"]),
    Rule(name="api-bots", action="challenge",
         path="^/api/", difficulty=14),
    Rule(name="default", action="challenge"),
])

app = TollboothWSGI(your_app, secret="key", policy=policy)

Rule templates

Block AI scrapers:

{
    "name": "ai-bots",
    "action": "deny",
    "user_agent": "(?i:GPTBot|ChatGPT|Claude-Web|CCBot|Bytespider)"
}

Protect API endpoints:

{ "name": "api-protect", "action": "challenge", "path": "^/api/", "difficulty": 14 }

Allowlist internal IPs:

{ "name": "internal", "action": "allow", "remote_addresses": ["10.0.0.0/8", "172.16.0.0/12"] }

Weight scoring for suspicious signals:

[
    { "name": "no-accept", "action": "weigh", "weight": 3, "headers": { "Accept": "^$" } },
    { "name": "no-lang", "action": "weigh", "weight": 2, "headers": { "Accept-Language": "^$" } },
    { "name": "curl", "action": "weigh", "weight": 3, "user_agent": "(?i:^curl/|^Wget/)" }
]

With challenge_threshold=5, curl (weight 3) + missing Accept-Language (weight 2) = 5, triggers a challenge.

IP Blocklist

Challenge known malicious IPs using tn3w/IPBlocklist. The blocklist supports single IPs, CIDR blocks, and IP ranges for both IPv4 and IPv6.

Rules with "blocklist": true only match if the client IP is in the loaded blocklist. The default rules.json includes an ip-blocklist rule (challenge, difficulty 8).

In-memory

from tollbooth import Engine, IPBlocklist

blocklist = IPBlocklist()
blocklist.load()  # downloads from GitHub
# or: blocklist.load("/path/to/blocklist.txt")

engine = Engine("your-secret-key", blocklist=blocklist)

Uses sorted arrays with O(log n) binary search. The 23MB text file is parsed into compact integer ranges — fast lookups, no dependencies.

blocklist.start_updates(interval=86400)  # daily refresh

Redis-backed

For multi-process deployments, store the blocklist in Redis so each instance doesn't hold it in memory:

import redis
from tollbooth.redis import RedisEngine, RedisIPBlocklist

client = redis.Redis()

blocklist = RedisIPBlocklist(client)
blocklist.load()  # parses + stores in Redis sorted sets

engine = RedisEngine(client, secret="key", blocklist=blocklist)

Lookups execute a server-side Lua script — one network roundtrip, O(log n) via ZREVRANGEBYLEX. IPv4 and IPv6 are stored in separate sorted sets with hex-encoded keys for correct lexicographic ordering.

start_updates uses a Redis SET NX EX lock so only one instance across all processes performs the download — others skip until the lock expires:

blocklist.start_updates(interval=86400)  # safe to call on every instance

Custom blocklist rule

{ "name": "block-bad-ips", "action": "deny", "blocklist": true }

Without a loaded blocklist, blocklist rules are silently skipped.

Redis

Share challenges, secret, config, and rules across instances via Redis (or any compatible server like Dragonfly, KeyDB, Valkey).

pip install tollbooth[redis]

import redis
from tollbooth.redis import RedisEngine

client = redis.Redis(host="127.0.0.1", port=6379)

# First instance — sets secret + config in Redis
engine = RedisEngine(client, secret="your-secret-key")

# Other instances — load secret + config from Redis
engine2 = RedisEngine(client)

Use with any integration via TollboothBase:

from tollbooth.integrations.flask import Tollbooth
from tollbooth.redis import RedisEngine

engine = RedisEngine(client, secret="your-secret-key")
tb = Tollbooth(app, engine=engine)

Changes propagate automatically via pub/sub (auto_sync=True by default):

engine.update_secret("new-secret")
engine.update_policy(default_difficulty=14, space_cost=2048)
engine.update_rules([Rule(name="block", action="deny", path="/admin")])

# Manual sync (if auto_sync=False)
engine2.sync()

All challenges are stored in Redis with TTL — no in-memory state, no cleanup needed. Use prefix to namespace multiple tollbooth deployments on the same Redis instance:

RedisEngine(client, secret="key", prefix="myapp:tollbooth")

Integrations

All integrations share the same options via TollboothBase:

from tollbooth.integrations.base import TollboothBase

tb = TollboothBase(
    secret="key",
    exclude=[r"^/static/", r"^/health$"],  # regex skip list
    json_mode=True,  # return JSON instead of HTML challenges
)

Integration	Middleware class	Per-route	Exempt decorator
Flask	Tollbooth(app)	@tb.protect	@tb.exempt
Django	TollboothMiddleware	@tollbooth_protect	@tollbooth_exempt
FastAPI	TollboothMiddleware	TollboothDep	exclude=[...]
Starlette	TollboothMiddleware	—	exclude=[...]
Falcon	TollboothMiddleware	tollbooth_hook	exclude=[...]
WSGI	TollboothWSGI	—	—
ASGI	TollboothASGI	—	—

JSON mode

For API/SPA backends, enable json_mode=True. Challenges return JSON instead of HTML:

{
    "challenge": {
        "id": "abc123",
        "data": "random_hex",
        "difficulty": 10,
        "space_cost": 1024,
        "time_cost": 1,
        "delta": 3,
        "verify_path": "/.tollbooth/verify",
        "redirect": "/api/data"
    }
}

Tests

pip install tollbooth[test]
pytest tests/

Framework integration tests and Redis tests are skipped automatically if the required packages or services are not available.

To run all tests:

pip install tollbooth[test,flask,django,fastapi,starlette,falcon,redis]
pytest tests/ -v

Redis tests (tests/test_redis.py) require a running Redis-compatible server at 127.0.0.1:6379. If unavailable, they are skipped with a clear message.

Formatting

pip install black isort
isort .
black .
npx prtfm

License

MIT