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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
FUTURES_KB_DBNoSQLite database pathdata/futures_kb.sqlite3
FUTURES_KB_API_KEYNoAPI key required for HTTP write and report endpoints if set
FUTURES_KB_RAW_DIRNoCrawler raw output directorydata/raw
FUTURES_KB_API_HOSTNoAPI listen address127.0.0.1
FUTURES_KB_API_PORTNoAPI listen port8787
FUTURES_KB_CRAWLER_CONFIGNoCrawler whitelist config pathconfig/crawlers.local.json

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
daily_report_contextB

Return one compact computed packet for SH, V, and JM. This is the only market payload that should enter the report context.

manual_data_submitA

Validate and upsert structured spot, inventory, operating-rate, or other daily metrics. The tool returns counts only, not the submitted dataset.

market_run_crawlerB

Run the configured native crawler or FuturesIntelTool refresh for one supported symbol and date. Only run status is returned.

report_saveB

Persist a completed report outside model context. Re-saving the same date, type, title, and source updates the existing report.

report_listA

Return compact report metadata and short summaries only. Use this before reading any past report; full report content is never returned.

report_readB

Read one selected report with a token budget. Use next_offset to continue only when necessary.

research_searchB

Search FuturesIntelTool or native news, announcements, and research notes. Returns at most three short excerpts with citations.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.5/5.0

Scored across 7 tools

Disambiguation5/5

Each tool has a clearly distinct responsibility: market context generation, manual data submission, crawler execution, report persistence, report listing, report reading, and research search. There is no meaningful overlap or ambiguity between tool purposes.

Naming Consistency3/5

The report_* tools follow a noun-verb pattern (save/list/read), and manual_data_submit is similar, but daily_report_context, market_run_crawler, and research_search do not follow the same convention. This mixed structure makes the naming pattern less predictable.

Tool Count5/5

Seven tools is a well-scoped size for a futures knowledge base server, covering data ingestion, crawling, reporting, and research without unnecessary bloat. Each tool contributes a distinct capability.

Completeness4/5

The tool set covers the main workflow: submit/ingest data, generate report context, save/list/read reports, and search research. Minor gaps exist, such as no direct way to query or delete submitted data and no explicit report deletion, but the core lifecycle is otherwise supported.

Maintenance

ActivityMaintained
ResponsivenessNo issues