WrenOS

The operating system for Solana memecoin trading agents.

WrenOS is an open-source framework for researching, backtesting, and executing Solana memecoin trading strategies.

DEPLOY WRENOS

Easy. Fast. Deploy in minutes.

SELF-HOSTED

Advanced. Full control.

WHAT WRENOS IS

WrenOS is a multi-agent trading framework for Solana memecoins.

Designed for operators who want more than a black box: research, scoring, validation, and execution are separated into explicit stages you can inspect, tune, and override.

  • Two-agent workflow Guide a Research Agent with what to look for and let it scan built-in market, on-chain, and token lifecycle tools to discover and score candidates. A Trading Agent then validates the setup against your strategy rules and only proceeds when the trade clears your criteria.
  • Private strategy routing Some market scenarios are niche, adversarial, or highly idiosyncratic. WrenOS lets users route strategy reasoning through private models when needed, while keeping the broader workflow inspectable and under operator control.
  • Secure by controls WrenOS starts in paper mode so you can validate behavior before risking capital. Live execution is opt-in, and execution decisions are separated from custody so sensitive signing stays in your wallet.
  • Ready-to-use tool stack WrenOS ships with a deep tool layer for market intelligence, on-chain data, Solana execution context, and meme token lifecycle workflows. Spend less time wiring APIs and more time testing ideas.

FROM SIGNAL TO TRADE

Agents that trade on evidence, not vibes.

WrenOS is not a black box that trades for you.

It's a structured pipeline you control, with research, scoring, backtesting, and execution handled as separate stages you can inspect, tune, and override. The system provides tooling and guardrails. The strategy is yours.

DISCOVER SCORE VALIDATE EXECUTE

The goal is simple: give you the tooling, guardrails, and workflow to build conviction from evidence. Execute only what survives your process.

Ready to start?

DEPLOY GUIDE

Follow the Railway deploy guide: configure env vars, initialize a profile, then start in paper mode first.

ALREADY RUNNING OPENCLAW?

Already running OpenClaw? Add WrenOS to your stack, wire MCP servers, and keep full control over every config.

BUILT ON OPENCLAW

Real infrastructure, not a black box.

/system inventory

  • agent_profiles7 templates
  • default_mcp_servers3 wired by init
  • core_skill_pack13 skills audited

WrenOS runs as an inspectable OpenClaw system. Agent coordination, handoffs, and execution controls are explicit and auditable by design. Wallet custody stays separate from agent decision-making.

Everything is open source under Apache-2.0 so you can inspect the full stack end to end.

Research, strategy evaluation, and execution are separated into distinct steps so you can understand how a trade was surfaced, how it was scored, and why it was approved or rejected.

Strategy reasoning can use the default open inference route; optional private routing is available but not required for v1. Execution begins in paper mode by default and degrades safely as data quality drops.

PERFORMANCE (PAPER BENCHMARKS)

Verified paper-mode benchmarks, presented with caveats.

/benchmark snapshot

  • sample_period175 paper trades
  • paper_pnl_usd$11,900
  • paper_return_pct23.87%

These figures are from internal paper-mode benchmark runs and are shared for transparency, not promise. They are sensitive to market regime, token universe, fees/slippage assumptions, and risk settings.

Do not treat these numbers as expected live performance. Use them as a reference point for setup quality and strategy iteration discipline.

Evidence sources: v1 reconciliation, benchmark delta report, and operator close-plan.

TOOLKIT

A pre-wired stack for research, validation, and execution.

49 tools

MARKET INTELLIGENCE

Crypto news, token analytics, whale alerts, funding rates, and sentiment through a unified MCP layer. Data freshness depends on upstream provider/update cadence.

200+ tools

ON-CHAIN DATA

A broad Solana data layer covering DEX analytics, token flows, and wallet tracking. Use it to compare flows, inspect on-chain behavior, and validate momentum beyond surface-level signals.

36 tools

BONDING CURVES

Direct interfaces for pump.fun workflows: quote trades, build token creation transactions, track graduation progress, and manage meme token lifecycle actions.

25+ tools

SOLANA RPC

Wallet balances, transaction history, token metadata, and asset search via Helius. Direct chain context for agents operating on Solana.

17 vendored

SKILLS

Curated knowledge for Solana trading workflows, security, Jupiter integration, whale watching, MEV protection, and more. Skills load when relevant so agents can self-configure around the task.

2 ready-made

AGENT PACKS

Prebuilt packs for research-to-trading handoff and meme discovery workflows, including composite scoring, strategy management, and confidence tiering.

Built for agents and humans.

Point an agent at the root skill file and it can orient itself to the system. Or follow the quickstart and get a working deployment without digging through the entire repo first. Everything is documented, inspectable, and designed to be understandable from both the operator side and the agent side.

SKILL.md

Core skill pack index for agent capabilities and workflow contracts.

QUICK START

Deployment workflow: env setup, bootstrap, doctor, and first paper run.

GITHUB

Browse the source, profiles, packs, skills, and adapters.

Discoverable via <link rel="skills" href="https://github.com/wrensignal/wrenOS/blob/main/SKILL.md" /> in the HTML head.