Chart Library MCP
Market memory for AI, with published research for agents and people.
Version 6.3.3 marks failed public tool calls as MCP errors while preserving their structured recovery details. Invalid requests explain how to correct the inputs; stale publication versions retain instructions to restart from the current overview. Successful response schemas and direct Python calls remain compatible.
Five read-only tools
| Tool | Input | Result |
|---|---|---|
market_state |
Symbol; optional date | Completed-session state, historical analogs, outcome ranges, transition memory and tape |
daily_note |
Optional date | Published daily research, selection rule and settled-note tally |
research_quality |
None | Published calibration receipt, dated sample and qualifications |
search_research |
Query; optional kind, limit and offset | Relevant publications, IDs, findings, sample receipts, limitations and versions |
read_research |
Research ID; optional section, offset and version | Overview or an exact source document, with pagination and hashes |






