Skip to main content
Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
HOSTNoServer host0.0.0.0
PORTNoServer port8000
GITHUB_TOKENNoOptional token for GitHub REST API to raise rate limit from 60 to 5000 req/hour
NCBI_API_KEYNoOptional API key for PubMed (NCBI E-utilities) to raise from 3 to 10 req/sec
BRAVE_API_KEYNoOptional API key for Brave Search API (free tier: 2000 req/month)
SERPER_API_KEYNoAPI key for serper.dev Google provider
DEFAULT_TIMEOUTNoDefault timeout in seconds10
SERPBASE_API_KEYNoAPI key for serpbase.dev Google provider
ENABLED_PROVIDERSNoComma-separated list to restrict which providers are active (empty = all available)
AGGREGATOR_TIMEOUTNoAggregator timeout in seconds15
STACKEXCHANGE_API_KEYNoOptional key for Stack Exchange API to raise limit from 300 to 10,000 req/day
ALLOW_UNSTABLE_PROVIDERSNoAllow unstable providers (best-effort ones)false
MAX_RESULTS_PER_PROVIDERNoMaximum results per provider10
SEMANTIC_SCHOLAR_API_KEYNoOptional API key for Semantic Scholar Graph API to raise from 1 to 10 req/sec

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
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_webB

Search the web using all enabled providers and return aggregated, deduplicated results with a unified schema. Good for general queries.

search_googleA

Search Google via a configured third-party provider (serpbase or serper). Returns structured organic results, answer boxes, and related searches.

search_academicB

Search academic sources (arXiv, Wikipedia). Best for research questions, paper discovery, and factual lookups.

search_githubC

Search GitHub repositories. Returns repo name, description, stars, language, and topics.

compare_enginesA

Run the same query against multiple providers and return results grouped by provider for side-by-side comparison.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.6/5.0

Scored across 5 tools

Disambiguation4/5

The tools are mostly distinct, with each targeting a specific search domain (academic, GitHub, Google, web) or a comparison function. However, 'search_web' and 'search_google' could be confused, as Google is a web search provider, but the descriptions clarify that 'search_web' aggregates multiple providers while 'search_google' is specific to Google. This minor overlap is mitigated by clear descriptions.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case, using 'search_' for four tools and 'compare_' for one. The naming is predictable and readable, with no deviations in style or convention, making it easy for agents to understand and use the tool set.

Tool Count5/5

With 5 tools, the set is well-scoped for a search-focused server. Each tool serves a clear purpose (e.g., different search types and a comparison feature), and there are no extraneous tools. The count is appropriate, allowing coverage of key search domains without being overwhelming.

Completeness4/5

The tool set covers major search domains (academic, GitHub, Google, general web) and includes a useful comparison tool. Minor gaps exist, such as no tools for filtering or refining search results (e.g., by date or language), but agents can work around this with the provided tools. The surface is largely complete for a search-oriented server.