glim.sh - live data for any agent (hosted, Streamable HTTP)
sh.glim/glimGive your agent live data from Twitter, Reddit, the web and GitHub. No API keys, no scraping stack.
Tools · 14
Search Twitter/X. Returns a compact human-readable list by default; pass format='json' for full structured data. Use glim_twitter_get(ref) for full thread context. Use docs://search-operators for refe…
Fetch a tweet or a user from one reference. A tweet URL (incl. handle-less /i/status/<id>) returns the tweet with full thread context, parent, and optional replies/quotes; a profile URL (https://x.com…
Search Reddit posts. Each result comes with full post content and its top comments, so a single search usually answers the question without follow-up. Compact human-readable text by default; pass form…
Fetch a Reddit post, subreddit, or user by ref. Posts return comments; subreddits and users return profile metadata plus recent activity.
Semantic web search powered by Exa. Returns titles, URLs, and the top query-relevant excerpt per result. Compact text by default; pass format='json' for full structured data incl. all excerpts per res…
Fetch a single web page and extract clean content. Auto-tier server-side: handles SSR (Next.js, Nuxt, TikTok, Pinterest, YouTube), SPA shells, PDFs, paywall detection, residential-proxy escalation, an…
Search GitHub repositories, conversations (issues+PRs), discussions, or code, with full GitHub search syntax in the query: qualifiers (repo:, org:/user:, language:, path:, symbol:, content:, is:, star…
Fetch GitHub data from a single ref. GitHub URL or 'owner/repo' shorthand. A repo URL or owner/repo returns metadata + README; /pull/N -> PR (with comments + changed files), /issues/N -> issue, /discu…
Pass exactly ONE of {query} or {category_slug}. Searches Amazon (com|co.uk|de|fr|es|it) and returns ranked hits with buybox price (gross + VAT-excluded net), ratings, review counts, and ASINs. Drill d…
Fetch Amazon product detail from a full product URL (the marketplace - com|co.uk|de|fr|es|it - is read from the URL host; pass the url field from a glim_amazon_search result, or any /dp/<ASIN> page UR…
Fetch a YouTube video transcript from a video URL or 11-char id. The transcript is cleaned server-side: deduplicated, tags/HTML stripped, with coarse [m:ss] timestamps - roughly a tenth the size of th…
Detect AI-generated text. Scores any text for AI-authorship likelihood and returns an overall verdict (AI / human / mixed) with confidence, the AI/human/AI-assisted fractions, and a segment-by-segment…
Search Telegram: discovers public channels by name/topic (directory lookup) and finds indexed public post/channel pages (semantic web index scoped to t.me). Telegram has no global full-text search, so…
Fetch a public Telegram channel or post - no account or API key involved. Channel refs (@handle, handle, t.me URL) return channel info + recent posts newest-first with views, reactions, media, polls, …
Resources · 6
Twitter/X advanced search operators reference
docs://search-operators
Reddit search tips and filter reference
docs://reddit-search
Web API usage guide
docs://web-guide
GitHub tools usage guide
docs://github-guide
Tool pricing, payment methods, and rate limits
docs://pricing
Example queries and usage patterns for each tool
docs://examples
Prompts · 3
Cross-platform research workflow: search Twitter, Reddit, and the web for a topic, then synthesize findings
Fetch and analyze a Twitter account's profile, activity, influence, and key topics
Check sentiment around a brand, keyword, or topic across Twitter and Reddit
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How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"glim.sh_-_live_data_for_any_agent_(hosted,_streamable_http)": {
"url": "https://glim.sh/mcp",
"transport": "http"
}
}
}