← Beacon · open-source AI agent registry

Best Forecasting AI agents

24 actively-maintained forecasting agents · ranked by maintenance health · 33,699+ indexed

Looking for the best open-source forecasting AI agent? Beacon indexes 33,699+ agents and MCP servers from GitHub and ranks them by real maintenance health — freshness, stars, and activity — so abandoned repos don't top the list. Save time: one search returns ranked, linkable agents in under a second (vs hours on GitHub). Below are 24 forecasting agents you can install today — free, no API key.

Search all forecasting agents →

Use from your editor: BEACON_REGISTRY_URL=https://registry-ruby.vercel.app npx -y beacon-mcp — ask your AI to find a forecasting agent.

For autonomous agents (API)

Free, keyless discovery — paste into your agent workflow:

GET https://registry-ruby.vercel.app/api/v1/search?q=forecasting&limit=10
POST https://registry-ruby.vercel.app/api/v1/discover
  Body: {"query": "forecasting", "limit": 10}

llms.txt · Why agents use Beacon

Top 24 forecasting agents

Assetopsbench ★ 2,007
ai-for-physical-assetscondition-based-maintenancehvac-maintenanceiotllm-agents
Sibyl ★ 72
agentic-aicryptoexchange-apiforecastingllm
forecastingkelly-criterionmachine-learningquantitative-financetrading-bot
cesiumjsclaude-codedeckgldesktopevidence-graph
analyticsautogenautomationbudgeting-toolscsv-utilities
ai-agentsfaissfastapifinancial-forecastinglangchain
ai-agentalgorithmic-tradingautonomous-agentbuild-in-publicforecasting
decision-intelligence-systemsdemand-forecastingdockerfastapilanggraph
advancedalgorithmicquantitativeforecastingpipeline
algorithmic-tradingautonomous-systemsgarch-forecastingnlp-financeweb-scraping
agentic-aiai-agentsautogenautogen-agentchatbill-management
fastapipytorchquantitative-financereinforcement-learningstock-prediction
multi-agentequityresearchco-pilotgru
Swarming ★ 0
ai-agentscollective-intelligenceconsensusforecastingmulti-agent-systems
agentsasynccalibrationensembleforecasting
agenticaidynamicevcharging
end-to-endaicreditunderwritingsolvency
aecai-assistantforecastingintegration-platformprofessional-services
daytonadistributed-systemshyperbandhyperparameter-optimizationlightgbm
demand-forecastinghybrid-ragkorean-nlplangchainlanggraph
ai-agentdemand-forecastinglanggraphllm-agentsupply-chain
aicryptoforecastingautonomousalgorithmic
gathersmachinelearningdeepmodels
gathersmachinelearningdeepmodels

Frequently asked questions

What is the best open-source forecasting agent?

Top-ranked forecasting agents on Beacon include Assetopsbench, Sibyl, Polymarket Weather Bot, ranked by maintenance health — recent activity, GitHub stars, and open-issue load — not stars alone.

Are these forecasting agents free to use?

Yes. Every forecasting agent listed is open-source and free. Beacon is a free directory — no API key or signup to browse or search.

How do I use a forecasting agent from my editor or AI assistant?

Run 'npx -y beacon-mcp' to add Beacon as an MCP server in Cursor, Claude Desktop, Cline, or Windsurf, then ask your AI to find a forecasting agent.

How does Beacon save time finding a forecasting agent?

Instead of searching GitHub and reading dozens of READMEs, call GET https://registry-ruby.vercel.app/api/v1/search?q=forecasting — sub-second results ranked by health, stars, and activity.

Can autonomous AI agents discover forecasting tools programmatically?

Yes. Agents read https://registry-ruby.vercel.app/llms.txt and call POST /api/v1/discover with {"query": "forecasting"} — no API key required.

Related searches