ISO8583 Simulator
A high-performance ISO 8583 toolkit for Python: parse, build and validate card payment messages, simulate issuer hosts over TCP, and work with messages from the CLI, a REST API or AI assistants.
License: iso8583sim is free under the GNU AGPL-3.0. Using it in a closed-source product or hosted service requires a commercial license. See License.
Features
-
Message Handling:
- Parse ISO 8583 messages (180k+ TPS with Cython)
- Build ISO 8583 messages (150k+ TPS)
- Validate message structure and content
- Support for ISO versions (1987, 1993, 2003)
-
Network Support:
- VISA, Mastercard, AMEX, Discover, JCB, UnionPay
- Network-specific field validation
- EMV/chip card data handling (Field 55)
- PIN blocks (ISO 9564 formats 0, 1, 3, 4) and MACs for fields 64 and 128
- Conversion between the 1987, 1993 and 2003 versions
- Binary wire formats: binary bitmaps, packed BCD, EBCDIC
-
Network Simulation:
iso8583sim serve: mock issuer host that approves, declines, delays or drops requests by rulesiso8583sim sendandiso8583sim load: send messages over TCP and measure throughput and latency- Length headers and TPDUs for real host links
-
Multiple Interfaces:
- Command Line Interface (CLI)
- Python SDK for programmatic usage
- REST API (
pip install iso8583sim[web], theniso8583sim web). Try it without installing: a public demo runs at https://api.iso8583sim.com, and the REST API docs call it from every endpoint page. - Interactive Jupyter notebooks
-
AI-Powered Features:
- Explain ISO 8583 messages in plain English using LLMs
- Generate messages from natural language descriptions
- Supports OpenAI, Anthropic, Google, and Ollama (local/offline)
- MCP server so Claude, Cursor and other AI assistants can parse, build and validate messages
-
Performance Optimized:
- Compiled Cython extensions for 2x speedup, included in the PyPI wheels
- Object pooling for high-throughput scenarios
- See Performance Guide
Architecture
Installation
pip install iso8583sim
Wheels for Linux, macOS and Windows include the compiled Cython extensions (about 2x faster parsing), so nothing else is needed. On other platforms pip builds from source: with a C compiler you get the extensions, without one it falls back to pure Python.
Quick Start
Python SDK
from iso8583sim.core.parser import ISO8583Parser
from iso8583sim.core.builder import ISO8583Builder
from iso8583sim.core.validator import ISO8583Validator
from iso8583sim.core.types import ISO8583Message
# Build a message
builder = ISO8583Builder()
message = ISO8583Message(
mti="0100",
fields={
0: "0100",
2: "4111111111111111",
3: "000000",
4: "000000001000",
11: "123456",
41: "TERM0001",
42: "MERCHANT123456 ",
}
)
raw = builder.build(message)
# Parse a message
parser = ISO8583Parser()
parsed = parser.parse(raw)
# Validate a message
validator = ISO8583Validator()
errors = validator.validate_message(parsed)
CLI Usage
# Parse a message
iso8583sim parse "0100..." --version 1987
# Build a message
iso8583sim build --mti 0100 --fields fields.json
# Validate a message
iso8583sim validate "0100..."
# Generate sample messages
iso8583sim generate --type auth --pan 4111111111111111 --amount 1000
# Explain a message (LLM, or --no-llm for an offline summary)
iso8583sim explain "0100..."
# Generate a message from a description
iso8583sim generate --llm "$50 refund to a Mastercard at ACME Store"
# Check a message against every card network's rules
iso8583sim validate "0100..." --against all
# Convert between ISO 8583 versions
iso8583sim convert "0100..." --to 2003
# Run a mock issuer host, then send to it and load test it
iso8583sim serve --port 8583 --rules rules.yaml
iso8583sim send "0100..." --port 8583
iso8583sim load --port 8583 --count 10000 --concurrency 50
# Serve the REST API, or run the MCP server for AI assistants
iso8583sim web
iso8583sim mcp
PIN Blocks, MACs and Wire Formats
from iso8583sim.core.builder import ISO8583Builder
from iso8583sim.core.samples import sample_message
from iso8583sim.security import encrypt_pin_block
from iso8583sim.wire import WireFormat
key = "0123456789ABCDEFFEDCBA9876543210" # test key
message = sample_message()
message.fields[52] = encrypt_pin_block("1234", "4111111111111111", key) # ISO 9564 format 0
raw = ISO8583Builder().build_with_mac(message, key) # MAC in field 64 (ISO 9797-1)
data = ISO8583Builder().build_bytes(message, WireFormat.bcd()) # BCD bytes for the wire
PIN blocks and MACs need pip install iso8583sim[security]. See Wire Formats and Networking for talking to real hosts.
AI-Powered Features
Use LLMs to understand, explain, and generate ISO 8583 messages.
Explain Messages in Plain English
from iso8583sim.llm import MessageExplainer
explainer = MessageExplainer() # Auto-detects available provider
explanation = explainer.explain(message)
This is a $100.00 VISA purchase authorization request at a gas station. The card expires December 2026 and was read via chip (EMV). Expected response: MTI 0110 with response code 00 (approved) or 51 (insufficient funds).
Generate Messages from Natural Language
from iso8583sim.llm import MessageGenerator
generator = MessageGenerator()
message = generator.generate("$50 refund to Mastercard at ACME Store")
# Returns a fully-formed ISO8583Message ready to use
Supported Providers
| Provider | Type | Installation |
|---|---|---|
| OpenAI (GPT-4o) | Cloud | pip install iso8583sim[openai] |
| Anthropic (Claude) | Cloud | pip install iso8583sim[anthropic] |
| Google (Gemini) | Cloud | pip install iso8583sim[google] |
| Ollama (Llama, Qwen, Mistral) | Local | pip install iso8583sim[ollama] |
Ollama runs completely offline with no API keys needed.
See the OpenAI notebook or Ollama notebook for complete examples.
MCP Server for AI Assistants
Give Claude, Cursor or any MCP client direct access to the parser, builder and validator:
pip install iso8583sim[mcp]
# Claude Code
claude mcp add iso8583sim -- iso8583sim mcp
For Claude Desktop or Cursor, add this to the client's MCP config:
{
"mcpServers": {
"iso8583sim": { "command": "iso8583sim", "args": ["mcp"] }
}
}
Then ask things like "Why was this transaction declined?" or "Generate a Mastercard auth and the matching approval." The server provides 18 tools, including parse, build, validate, explain, EMV decoding, test message generation, responses, reversals, message diffs, version conversion, network rule checks, PIN blocks, MACs and sending to a (local, allowlisted) host. It runs locally and needs no LLM API key. See the MCP docs for all tools, resources and prompts.
Interactive Notebooks
Learn ISO 8583 with our Jupyter notebooks:
| Notebook | Description |
|---|---|
| 01_getting_started.ipynb | Basic concepts and quick start |
| 02_parsing_messages.ipynb | Deep dive into message parsing |
| 03_building_messages.ipynb | Building various message types |
| 04_network_specifics.ipynb | VISA, Mastercard, and other networks |
| 05_emv_data.ipynb | Working with EMV/chip card data |
| 06_benchmarking.ipynb | Performance testing and benchmarks |
| 07_llm_features.ipynb | AI-powered message explanation and generation (OpenAI) |
| 08_llm_features_ollama.ipynb | AI-powered features with local Ollama (offline, private) |
| 09_security_pin_mac.ipynb | PIN blocks (ISO 9564) and MACs (ISO 9797-1) for fields 52, 64 and 128 |
| 10_wire_formats.ipynb | Binary, BCD and EBCDIC wire formats, and version conversion |
| 11_network_simulation.ipynb | Mock issuer host, TCP client and load testing |
Run locally:
pip install jupyter
jupyter notebook notebooks/
Performance
Benchmarks on Apple Silicon (M-series), Python 3.12:
| Operation | Pure Python | With Cython |
|---|---|---|
| Parse | ~105k TPS | ~182k TPS |
| Build | ~150k TPS | ~150k TPS |
| Roundtrip | ~49k TPS | ~63k TPS |
See benchmarks/BASELINE.md for detailed results.
Documentation
Full documentation is available at iso8583sim.com/docs, with search, a Python API reference generated from the code, and an interactive REST API reference.
- Getting Started - Quick start guide
- Architecture - System design and decisions
- API Reference - Complete API documentation
- Networking - Mock host, TCP client and load testing
- MCP Server - Using iso8583sim from AI assistants
- Performance Guide - Optimization techniques
Development
# Clone and setup
git clone https://github.com/bassrehab/ISO8583-Simulator.git
cd ISO8583-Simulator
python -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
# Run tests
pytest
# Run benchmarks
python benchmarks/bench_parser.py
python benchmarks/bench_roundtrip.py
python benchmarks/bench_network.py
# Preview the docs (Mintlify, needs Node.js)
cd docs && npx mint dev
Contributing
Contributions are welcome. See CONTRIBUTING.md: every commit needs a Signed-off-by line (git commit -s), which grants the licensing terms that keep the dual license possible.
Author
Subhadip Mitra - subhadipmitra.com
- GitHub: @bassrehab
- LinkedIn: subhadipmitra
License
iso8583sim is dual-licensed:
- GNU AGPL-3.0 (free). If you distribute iso8583sim, or offer a modified version to users over a network (for example in a hosted service or API), you must publish the complete source code of your version under the AGPL. Keep the attribution required by the NOTICE file.
- Commercial license for closed-source products and services that don't meet the AGPL's terms. Email contact@subhadipmitra.com.
Copyright (C) 2024-2026 Subhadip Mitra.
1 maintainer
Metadata
1 maintainer
Release files for iso8583sim 1.6.0
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Transparency logRelease files / iso8583sim-1.6.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
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Transparency logRelease files / iso8583sim-1.6.0-cp310-cp310-macosx_11_0_arm64.whl
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Transparency logRelease files / iso8583sim-1.6.0-cp310-cp310-macosx_10_9_x86_64.whl
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