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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

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
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_size_standardsA

Get SBA small business size standards by NAICS code. Returns revenue/employee thresholds that define 'small business' for federal contracting.

check_size_standardA

Check if a business qualifies as 'small' under SBA standards for a specific NAICS code.

search_sbir_firmsC

Search SBIR/STTR firms (small businesses receiving federal R&D funding). Find innovative companies by keyword, name, or location.

search_sbir_awardsA

Search SBIR/STTR awards (federal R&D contracts to small businesses). Find by firm, agency, topic, or year.

get_sbir_firm_detailsC

Get detailed information about a specific SBIR firm by name

sbir_statsC

Get SBIR/STTR statistics - count of firms or awards by criteria

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 6 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no overlap: checking size qualification, retrieving firm details, getting size standards, accessing statistics, searching awards, and searching firms. The descriptions specify unique resources and actions, making misselection unlikely.

Naming Consistency4/5

The naming is mostly consistent with a verb_noun pattern (e.g., check_size_standard, get_size_standards, search_sbir_awards), but there is a minor deviation with 'sbir_stats' which omits a verb prefix. Overall, the pattern is readable and predictable.

Tool Count5/5

With 6 tools, the server is well-scoped for its SBA/SBIR domain. Each tool serves a specific, necessary function related to small business standards and federal R&D funding, with no redundant or trivial additions.

Completeness4/5

The tool set covers core SBA and SBIR operations well, including checking standards, retrieving data, and searching for firms and awards. A minor gap exists in update or management functions (e.g., modifying data), but these are likely outside the server's read-only scope, and agents can work effectively with the provided tools.

Maintenance

ActivityInactive
ResponsivenessNo issues