llms.txt Content
# Chart Library — Market memory for AI
> Historical market context for AI agents. Open research for AI and humans.
Retrieve historical market states, comparable situations and what followed.
Use the research to inspect the comparisons, question similarities and understand
the limits. This is market evidence to reason with, not stored agent conversations.
Historical evidence is not a stock recommendation.
## Start here
- Interactive model lab (revision-pinned, hypothetical inputs): https://chartlibrary.io/r/CIFR/lab
- Download scenario CSV with the same revision/overrides parameters: GET /api/v1/research-desk/company/{symbol}/scenario.csv
- Follow companies in your browser: https://chartlibrary.io/research/watchlist
- Browse companies and filing skeletons: https://chartlibrary.io/research/companies
- Developer guide: https://chartlibrary.io/developers
- MCP connection guide: https://chartlibrary.io/developers/claude-connector
- Explore the memory in a browser: https://chartlibrary.io/try
- Hosted MCP (Streamable HTTP): https://chartlibrary.io/mcp
- Public API reference: https://chartlibrary.io/api/docs
- OpenAPI schema: https://chartlibrary.io/api/openapi.json
No account or API key is required to try public research. Service limits and
data terms apply. Do not assume unlimited throughput; honor 429 and Retry-After.
## Read-only calls
| Task | MCP tool | REST request |
| --- | --- | --- |
| Company research and models | get_company_file(symbol, as_of?) | GET /api/v1/research-desk/company/FLNC |
| Research watchlist snapshot (1-20 tickers, no server-side saving) | get_company_watchlist(symbols) | GET /api/v1/research-desk/watchlist?symbols=JBHT,VG |
| Current company research status | get_company_status(symbol) | GET /api/v1/research-desk/company/FLNC/status |
| Browse immutable revisions, publication clocks, reasons and pinned downloads | get_company_revisions(symbol, limit, offset) | GET /api/v1/research-desk/company/{symbol}/
OpenAPI Spec (preview)
{"openapi":"3.1.0","info":{"title":"Chart Library API","description":"Free market-state research. Read-only requests for market memory and its published research.\n\n## Try it\n`GET /api/v1/state-packet?symbol=AAPL` — no account, API key or preceding search required. Add `date=YYYY-MM-DD` to inspect a completed historical session. Omitting date uses the latest built session, not a real-time quote.\n\n## Find published research\n`GET /api/v1/research/search?query=IONQ` finds relevant publicatio