Deterministic Python Packages

parglare

A pure Python LR/GLR parser - http://www.igordejanovic.net/parglare/

seedfaker

Deterministic synthetic data generator for realistic, correlated, and noisy test records across 68 locales. Rust CLI/Python/Node.js/Browser WASM/Go/PHP/Ruby/MCP

navi-sanitize

Deterministic input sanitization for untrusted text — invisible characters, homoglyphs, and encoding tricks, handled before your code sees them. Zero dependencies, no ML. Python 3.12+.

deterministic-zip-go

Simple (almost drop-in) replacement for zip that produces deterministic files.

fathom-rules

Deterministic reasoning runtime for AI agents. YAML rules, microsecond evaluation, zero hallucinations. Built on CLIPS.

taprun

Automate any website. AI compiles it. Runs forever at $0. 200+ skills, 3 runtimes, MCP native.

sovereign-shield

AI security framework: deterministic Immutable input filtering, adaptive rule learning, optional LLM veto verification. Zero dependencies. Works without an LLM. Patent Pending.

repattern

Unique deterministic procedural image and identicon generator, with all sorts of modifiers

sentienceapi

A verification-first runtime for AI web agents — with Jest-style assertions and token-efficient snapshots

qwed-finance

Deterministic verification middleware for banking and financial AI. NPV, IRR, loan amortization, and interest calculations with QWED precision.

steadytext

Deterministic text generation and embeddings with zero configuration

adaad

ADAAD — Autonomous Device-Anchored Adaptive Development. Full local AI ecosystem (Beast Mode, Dream Mode, Cryovant, Aponi Dashboard).

mlf-core

CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.

daryl-dsm

The trust layer for AI agents — cryptographic proof of every decision

sponsio

Deterministic safety solutions for probabilistic AI agents

schliff

Deterministic quality scorer for AI agent instruction files. Multi-format (SKILL.md, CLAUDE.md, .cursorrules, AGENTS.md), 8-dimension scoring with security, anti-gaming detection, zero dependencies.

langchain-quantoracle

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no signup.

bharataddress

Deterministic, offline parser for messy Indian addresses. 26,711 pincodes embedded with OSM centroids, DIGIPIN encode/decode, phonetic alias matching (Gurgaon/Gurugram, Bengaluru/Bangalore), zero required dependencies. Optional opt-in Nominatim geocoding.

babylonian-image-library

A deterministic infinite image library generator inspired by Borges' 'The Library of Babel'. Generate unique, deterministic images based on coordinate systems without storing image data.

predicate-runtime

A verification-first runtime for AI web agents — with Jest-style assertions and token-efficient snapshots

predicate-sdk

A verification-first runtime for AI web agents — with Jest-style assertions and token-efficient snapshots

junai-mcp

junai is 'Just Un-AI' routing with full AI power. Your agents stay smart. Your pipeline stays predictable. Deterministic agent pipeline for VS Code + GitHub Copilot. A Python state machine routes 23 specialised AI agents through 9 stages — no hallucinated routing, git-blameable transitions.

adaad-core

ADAAD Constitutional Governance Kernel — stable API surface for governed autonomous software evolution

phionyx-core

Deterministic AI cognition runtime — LLM as sensor, not oracle. 46-block pipeline, audit trail, kill switch.