Skip to main content

sipi.bot — the spend firewall for autonomous AI agents

You gave an autonomous agent your credit card and no spending limit. sipi.bot is the firewall that approves, blocks, or flags every transaction against your rules — before a single dollar moves.

One capability, three surfaces:

  • MCP tool — Claude Code / Cursor / Hermes call evaluate_spend natively.
  • HTTP API — any agent POST /v1/transactions/evaluate.
  • CLI — verify without an agent.

10-second test

pip install sipi-bot
sipi-bot eval --amount 6200 --merchant unknown-gpu.ru --category compute
# -> {"decision": "BLOCKED", "reason": "Transaction $6,200.00 exceeds per-transaction limit $500.00."}

sipi-bot serve --port 8080   # landing + dashboard + API

Or from source:

python3.11 -m spendfirewall.cli eval --amount 6200 --merchant unknown-gpu.ru --category compute

Then open http://localhost:8080 (landing), http://localhost:8080/dashboard (control room), http://localhost:8080/pricing (Team $99 / Business $499).

Hosted: sipi.bot · dashboard · get an API key →

The core call an agent makes before spending

curl -X POST https://sipi.bot/v1/transactions/evaluate \
  -H "Authorization: Bearer sk_live_..." \
  -d '{"amount": 6200, "merchant": "unknown-gpu.ru", "category": "compute"}'

Returns one of: APPROVED (go), BLOCKED (do not spend), FLAGGED (human must approve).

Rule types

per_transaction, daily_total, velocity (runaway protection), merchant_block, merchant_allow (allowlist), category_limit, time_window, approval_threshold.

First BLOCKED wins. FLAGGED is non-blocking (queued for human approval).

Eval gym (the guarantee + the sales asset)

python3.11 -m spendfirewall.eval.run_eval   # 53 scenarios -> eval_report.json + .md

53/53 passing. Served live at /eval. This is what backs the guarantee: if the firewall green-lights a spend that breaks your rule, that month is free.

MCP config

{ "mcpServers": { "sipi-bot": { "command": "python", "args": ["-m", "spendfirewall.mcp_server"] } } }

Framework integrations

Drop-in "spend guardrails" recipes — each verified live against https://sipi.bot:

The core call is always the same: evaluate(amount, merchant, category) → APPROVED / BLOCKED / FLAGGED.

Deploy (Fly.io)

flyctl launch --no-deploy --copy-config --name sipi-bot-firewall
flyctl volumes create sf_data --size 1 --region iad --yes
flyctl deploy
flyctl certs add sipi.bot

Stdlib-only (http.server, sqlite3). No framework, trivial deploy. pip install mcp only for the MCP surface.

Metadata

Release files for sipi-bot 0.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for sipi-bot 0.1.0
File Size Uploaded Provenance
sipi_bot-0.1.0.tar.gz 39.6 kB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for sipi-bot 0.1.0
File Interpreter ABI Platform
sipi_bot-0.1.0-py3-none-any.whl Python 3 none any Details

Total release size: 83.9 kB

Release files / sipi_bot-0.1.0.tar.gz

Download URL sipi_bot-0.1.0.tar.gz
Size 39.6 kB
Tags Source
SHA-256 checksum
How to use checksums
efb7edc080b3ef8470c834052aa308b60517828f6bacb1d484513fc6ee46690f
BLAKE2b-256 checksum
How to use checksums
059d5410cb651f2791027f6a9501da49ab72666c0ecf138df906d0c9e0724a23
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 18, 2026.

Transparency log

Release files / sipi_bot-0.1.0-py3-none-any.whl

Download URL sipi_bot-0.1.0-py3-none-any.whl
Size 44.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
6d76fd9563b9a1755377202ad1ed8ed1d05e83d9cf22f97c5585decc017da1d2
BLAKE2b-256 checksum
How to use checksums
abf0a40c36a0985eab028170692bbbcaeba8e3d1ce5ea6b9a9d6d93c0ad8966e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 18, 2026.

Transparency log

Security for sipi-bot 0.1.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for sipi_bot-0.1.0.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 18, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.1.0 This release

2 release files Full provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page