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Glama
MintOcha

codex-search-mcp

by MintOcha

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
CODEX_API_KEYNoAPI key for Codex or an OpenAI-compatible / LiteLLM proxy.
CODEX_BASE_URLNoCustom endpoint URL (e.g. https://litellm.v-rail.org/v1).
OPENAI_API_KEYNoStandard OpenAI API key.

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
web-searchA

REQUIRED live-web search for current or externally verifiable information, including benchmark scores, specifications, prices, news, documentation, and comparisons. Return source URLs, snippets, and clean results.

fetchC

Fetch readable page content for given URLs using Codex native page extraction.

open-pageB

Open the page indicated by ref_id or URL and position viewport at line lineno.

click-linkC

Open the link link_id (numbered reference link) from previously opened page ref_id.

find-in-pageC

Find text pattern in page indicated by ref_id or URL.

screenshot-pdfC

Take a screenshot of page pageno (0-indexed) indicated by ref_id or URL (works on PDFs).

image-searchC

Query image search engine for a given query.

financeC

Look up financial quotes for a given ticker (type: equity, fund, crypto, index).

weatherC

Look up weather forecast for location (e.g. 'City, Country').

sportsB

Look up sports schedules and standings (league: nba, wnba, nfl, nhl, mlb, epl, ncaamb, ncaawb, ipl; fn: schedule or standings).

world-timeB

Get current time for UTC offset (e.g. '+08:00' or '-05:00').

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.2/5.0

Scored across 11 tools

Disambiguation4/5

The lookup tools (finance, weather, sports, world-time) are clearly distinct from each other and from the search tools. The browsing cluster (web-search, fetch, open-page, click-link, find-in-page, screenshot-pdf) is mostly separable by action, but fetch vs open-page overlap in that both take a URL and return page content, which could cause misselection.

Naming Consistency3/5

Verbs use a hyphenated verb_noun pattern (web-search, open-page, click-link, find-in-page, image-search), but there are deviations: bare 'fetch', the hyphen-only 'screenshot-pdf', and noun-only tools (finance, weather, sports, world-time). Readable but not a single predictable convention.

Tool Count4/5

11 tools is within a reasonable range for a combined web-search and lookup server. The six browsing tools feel somewhat heavy for page interaction, but each covers a distinct capability and nothing is clearly redundant.

Completeness4/5

Core search and browsing coverage is solid: search, content fetch, open, link navigation, in-page find, screenshot, and image search. The domain lookups round out common queries; there are minor gaps (e.g. no news/translation tools) but these are workable via web-search.

Maintenance

ActivityMaintained
ResponsivenessNo issues