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Glama
mcp-omnisearch

mcp-omnisearch

by spences10

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
KAGI_API_KEYNoAPI key for Kagi services (FastGPT, Summarizer, Enrichment)
BRAVE_API_KEYNoAPI key for Brave Search
GITHUB_API_KEYNoGitHub personal access token for search services (Code, Repository, User search)
TAVILY_API_KEYNoAPI key for Tavily Search
JINA_AI_API_KEYNoAPI key for Jina AI services (Reader, Grounding)
FIRECRAWL_API_KEYNoAPI key for Firecrawl services (Scrape, Crawl, Map, Extract, Actions)
FIRECRAWL_BASE_URLNoBase URL for self-hosted Firecrawl instances (optional, defaults to Firecrawl cloud service)
PERPLEXITY_API_KEYNoAPI key for Perplexity AI

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": true
}
resources
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
searchA

Discover configured provider API functions for Code Mode. Omit query to list names and descriptions. Supply a function name or space-separated keywords to get matching TypeScript declarations. Call this before execute; arguments and results use native provider formats, not the consolidated tool formats.

executeA

Run JavaScript in an isolated Pi QuickJS sandbox. Discover native provider functions with search, then call await tools.(args). Use return, text() or console.log() for output. Promise.all supports parallel requests. Only final output reaches the client. No filesystem, network, Node APIs, modules or timers. Credentials stay on the host. At most 20 provider calls; 64 MiB heap; default deadline 60 seconds. Results are raw provider JSON. Async jobs return IDs: retrieve their status in a later call. No automatic retries. Calls already made are not undone on failure. State is not persisted between executions.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription
provider-statusConfigured native Code Mode provider functions

TDQS

A3.9/5.0

Scored across 2 tools

Disambiguation4/5

Search is for discovering provider function signatures, while execute runs JavaScript in the sandbox; the descriptions clearly separate these phases and explicitly link them. However, the bare name 'search' could initially be mistaken for a provider-level search action rather than meta-discovery, and there is no distinct 'list' tool since search doubles as listing when the query is omitted.

Naming Consistency4/5

Both tools use a consistent single-verb convention with no mixing of camelCase or snake_case. The names are generic and lack an object (e.g., search_tools or execute_code), but the style is predictable across the set.

Tool Count4/5

Two tools exactly match the two-phase Code Mode workflow: discover available provider functions, then execute a program that calls them. It is on the thin side of the typical 3-15 range, but each tool clearly earns its place and there is no redundancy.

Completeness4/5

The core lifecycle is covered: search handles both listing and keyword lookup, and execute supports provider invocation, parallelism, and output. Minor gaps exist around explicit job-status polling, cancellation, and provider configuration management, though these may be reachable through execute calls.

Maintenance

ActivityActive
ResponsivenessUsually handled