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Live web search, news from 45+ countries, full article text and research papers for AI agents.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.8/5.0

Scored across 9 tools

Disambiguation4/5

The vertical directories (ai_tools, games, software, research_papers) are clearly distinct, but the three news entry points (news by topic, country_news by country, news_search by keyword) overlap enough that an agent must read the descriptions carefully to pick correctly. web_search also mixes in fresh news and QA/Wikipedia cards, adding a second overlap zone. The descriptions do explicitly cross-reference each other (country_news points to news_search), which keeps this from being worse.

Naming Consistency4/5

All names use snake_case, so casing is uniform and predictable. The pattern itself drifts, however: bare nouns (news, games, software), noun_noun compounds (country_news, news_search, web_search, research_papers, ai_tools), and one verb_noun (read_page). Readable and mostly consistent, with the read_page verb form being the only real outlier.

Tool Count5/5

Nine tools is well-scoped for a content-aggregation server: one tool per content vertical plus two cross-cutting utilities (web_search, read_page). Nothing feels redundant in count and no vertical is left without an entry point.

Completeness4/5

The surface covers discovery across news, web, papers, AI, games and software, with full_text/read_page to go deeper, so the main agent workflows are supported. Minor gaps remain: there is no way to fetch a single item's details by id (a specific game, tool or paper) short of a targeted search, and read_page handles only one URL per call.

Available Tools

9 tools
ai_toolsB
Read-onlyIdempotent
Inspect

AI models, apps and open-source projects, updated daily: every new model on OpenRouter (with prices per million tokens), trending Hugging Face models and apps, fast-growing GitHub AI / agent / MCP projects, and the big assistants with their newest models. query: optional words (name, use or vendor, e.g. "video", "claude", "mcp server"). category: all, llm, image, video, audio, code, writing, design, 3d, data, agents, education. sort: latest (newest releases first), trending (most used or starred) or name. limit: 1-50.

Inputs: sort, limit, query, category. Returns: result

country_newsA
Read-onlyIdempotent
Inspect

Latest local news from one country. country: two-letter code, e.g. MY, SG, ID, TH, PH, KR, US, GB, JP, IN, AU. category: all, breaking, business, sports, entertainment, politics, health or science. limit: 1-50. full_text: true to also get the full text of the first 5 articles (each read counts as one extra API call). To find news about a subject, use news_search with country.

Inputs: country (required), limit, category, full_text. Returns: result

gamesA
Read-onlyIdempotent
Inspect

Games, updated daily from Steam: top sellers, new releases, coming soon, deals and the most played right now, with description, genre, platforms, price, release date, rating (0-10 from player reviews) and players_now. query: optional words (title, genre or developer). genre: all, action, adventure, rpg, strategy, sports, racing, puzzle, simulation. sort: trending (most played now), latest (newest releases), rating or name. limit: 1-50.

Inputs: sort, genre, limit, query. Returns: result

newsA
Read-onlyIdempotent
Inspect

Latest news headlines with links and summaries, refreshed every few minutes. topic: global, tech or financial. category: a section inside the topic (e.g. 'ai', 'crypto', 'stocks', 'politics'), or 'all'. limit: 1-50 (default 10). full_text: true to also get the full text of the first 5 articles (each article read counts as one extra API call). To find news about a subject, use news_search.

Inputs: limit, topic, category, full_text. Returns: result

read_pageA
Read-onlyIdempotent
Inspect

Read the full text of one web page or news article (title, author, date and the main text, without menus or ads). Use it after news or web_search when you need the details behind a headline. url: the page link from a search or news result. max_chars: 500-30000 (default 8000).

Inputs: url (required), max_chars. Returns: result

research_papersB
Read-onlyIdempotent
Inspect

Scientific papers from arXiv, PubMed, CORE, OpenAlex, CrossRef, Europe PMC and bioRxiv. Returns title, authors, year, abstract and link. limit: 1-50 (default 10).

Inputs: query (required), limit. Returns: result

softwareA
Read-onlyIdempotent
Inspect

Software and developer tools with their current version, updated daily (Homebrew installs of the last 30 days): name, description, category, platform, latest_version, install command (in tags) and link. query: optional words. category: all, development, productivity, design, security, utilities, multimedia, browser, communication, ai, cloud. sort: trending (most installed), latest (recently updated) or name. limit: 1-50.

Inputs: sort, limit, query, category. Returns: result

Tool Schema Changelog

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