panel 2026-09-21Ask

Ask Claude

Read-only access to the same tools behind Sector, Compare and the screener. Every tool call is shown with the answer. Figures are absolute GEL as filed; nothing is estimated.

11 read-only tools available to the assistant

list_sectorssector list
search_companiescompany search
get_company_profilecompany profile
get_company_financialsfiled statements
get_metricsmetrics panel
get_sector_aggregatesector aggregate
compare_companiesmulti-company compare
find_peerspeer set
rank_companiesranking
get_macro_gdpGeorgia GDP
list_metric_namesmetric catalogue

Not configured

Ask Claude is switched off on this deployment

Ask Claude is not configured on this deployment: the server has no ANTHROPIC_API_KEY. Every other surface still works — and the same data is reachable from Claude directly via the MCP connector. Setting ANTHROPIC_API_KEY on the API service turns this page on; nothing else changes.

You do not have to wait for that to ask the data questions — connect Claude to the same read-only tools directly and ask there.

Use this data inside ClaudeMCP connector · read-only

The full dataset is available in Claude through a read-only MCP connector: ask in plain language — “2023 net profit and ROE for Aldagi”, “rank retailers by revenue growth” — and Claude pulls the figures straight from this database, with the same data-quality provenance flags you see here.

claude.ai · Claude Desktop · mobile

Open Settings → Connectors → Add custom connector.
Paste the server URL and confirm — authorization completes automatically in the browser, so there is no token to manage.

https://dmdaudio-findashboard-mcp.hf.space/mcp

Claude Code (terminal)

bashclaude mcp add --transport http georgian-financials https://dmdaudio-findashboard-mcp.hf.space/mcp

Then run /mcp and choose Authenticate — the same browser authorization, done once.

Tools exposed: company search and profiles, per-year filed statements, precomputed metrics and ratios, sector aggregates, peer sets, rankings and Georgia GDP. Read-only — the connector cannot write anything.