#7777th of 80 in Agent platformsFor finance and business, trading, stocks and crypto, finance and accounting
valuecell
Multi-agent platform for stock research and crypto strategy trading
- Stars
- 11.1k
- License
- Apache-2.0
- Last commit
- Feb 2026
- Last release
- Jan 2026
- Language
- Python
10,207 on 20 Apr 202611,054 on 9 Nov 2026
From GitHub's daily star counts.
Checked on GitHub.
Overview
ValueCell runs a set of finance-focused agents: DeepResearch for fundamental documents, a Strategy agent that executes crypto trading strategies, and a News agent for scheduled delivery. It ships as a macOS/Windows app or runs from source with start.sh, and connects to several LLM providers and exchanges. API keys and data are stored locally in LanceDB and SQLite.
Who it is for: Investors and developers wanting self-run AI agents for research and trading
Strengths
- Live routing to Binance, Hyperliquid and OKX, each marked tested in the README
- Supports OpenRouter, SiliconFlow, Azure, Google, OpenAI, DeepSeek and OpenAI-compatible endpoints
- Secrets and data stay on the local device, stored in LanceDB and SQLite
- Prebuilt macOS and Windows apps, plus a start.sh/start.ps1 source launcher
Weaknesses
- Trading is contract-only; spot is implemented as 1X contracts
- Coinbase, Gate.io, MEXC and Blockchain support is only partially tested
- Agent set is fixed; plugin architecture, SDK and agent registry are still roadmap items
- Depends on external LLM APIs; local model support is not documented
What it needs
- no GPU
- Docker
- Needs LLM provider API key, Exchange API credentials (Binance, Hyperliquid, OKX), LanceDB, SQLite
- Models: OpenRouter, SiliconFlow, Azure, OpenAI-compatible, Google
- port 1420
What changed
From the release notes. No flag means the note does not say so, not that the upgrade is safe.
Quick answers
Is valuecell open source?
Yes. Its code is on GitHub under the Apache-2.0 license.
Can you run valuecell with Docker?
Yes. Its repository has a Docker setup: a Dockerfile, a Compose file or a published image.
Does valuecell need a GPU?
No, it runs without one.
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