markovian 1.1.0

Python SDK for the Markovian Protocol: verifiable market-regime data, on-chain ZK proofs, and STAMP commitment from a proof-of-intelligence Layer 1.

markovian

Python SDK for the Markovian Protocol, a proof-of-intelligence Layer 1 that produces ZK-verified market-regime classifications and commits arbitrary data to an immutable, Bitcoin-anchored chain.

pip install markovian

Why it exists

More than $400M has been lost to oracle manipulation since 2022. Every exploit shared a root cause: an external price feed that could be skewed. The Markovian Protocol removes the feed. Each block is a Markov state transition, s_N = M^N x s, where M is the protocol-published transition matrix and s derives deterministically from the previous block hash. A BN128 zero-knowledge proof attesting to that computation is verified on-chain, so the output (a regime classification of ACCUMULATION, MARKUP, or DISTRIBUTION) is reproducible and cannot be forged by any single party.

This package is the client for reading that data, verifying the proofs locally, and committing records to the chain.

Quickstart

The free tier is keyless. No account, no API key.

from markovian import MarkovianClient

client = MarkovianClient()

# Latest ZK-proven regime snapshot for liquid tickers
for r in client.latest():
    print(f"{r.ticker:<6} {r.regime:<14} {r.confidence*100:.1f}%")

# QQQ    DISTRIBUTION   61.3%
# SPY    DISTRIBUTION   67.8%
# GLD    DISTRIBUTION   99.0%

# Regime history for a single ticker
history = client.regime("QQQ", days=90)

# Snapshot across several tickers at once
snap = client.batch(["SPY", "QQQ", "GLD", "TLT"])

From the command line:

markovian latest
markovian regime QQQ 90
markovian tip

Verify a proof locally

Verification requires no trust in the API. The ZK circuit runs client-side against a Merkle root.

result = client.verify(merkle_root, local=True)
print(result["verified"], result.get("local_zk_verified"))

Commit data to the chain (STAMP)

STAMP writes any JSON-serialisable record to the chain permanently. The result is unforgeable, publicly verifiable, and Bitcoin-anchored.

client.faucet("my-wallet")                      # 100 free test MKV
proof = client.stamp({"event": "audit-2026"}, wallet="my-wallet")
print(proof["verify_url"])

Tiers

Tier	Access	Key
Free	Liquid tickers, 90-day window	None
Pro	All tickers, full history, CSV export	Required
Enterprise	All of Pro, plus inline ZK proofs	Required

Keys are issued at markovianprotocol.com.

API surface

• latest() — current regime snapshot for liquid tickers
• regime(ticker, days) — regime history for one ticker
• batch(tickers) — snapshot across multiple tickers
• catalog() — available tickers and coverage
• verify(merkle_root, local) — verify a proof against the registry, optionally re-running the ZK circuit locally
• stamp(data, wallet) — commit a record to the chain
• faucet(wallet) — claim test MKV
• watch(tickers, callback) — poll for regime transitions
• tip(), block(height), ledger() — chain primitives

Requirements

Python 3.8+, with requests, numpy, and py_ecc (installed automatically).

Links

• Protocol: https://markovianprotocol.com
• Build docs: https://markovianprotocol.com/build
• Explorer: https://chain.quantsynth.net
• Source: https://github.com/MarkovianProtocol/markovian-protocol

MIT licensed.