Loading…
Give your agent live data from Twitter, Reddit, the web, and GitHub — no API keys, no scraping stack.
Do not connect
A critical issue was found. Do not connect this server as-is.
Scanned 8 days ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The glim MCP server exposes 14 tools, focused primarily on developer, communication, and web capabilities. Its published description reads: "Give your agent live data from Twitter, Reddit, the web, and GitHub — no API keys, no scraping stack". It communicates over Streamable HTTP using the 2025-06-18 protocol revision, and does not require authorization to connect. MCPGrade currently rates glim F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Data-exfiltration parameters" and "Cross-tool shadowing". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check glim's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add glim to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://glim.sh/mcpStreamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
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
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: glim_twitter_search
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
or \"what's the conversation about X\") or \"latest\" (newest first - best fRecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_twitter_search
A tool description tries to alter the model’s use of another tool.
tured data. Use glim_twitter_get(ref) for full thread context. Use docs://searchRecommendationDescriptions must describe only their own tool.
tool: glim_twitter_search
One tool reads private data, ingests untrusted content, AND can send data outbound — the three preconditions for autonomous data theft in a single call. A prompt injection reaching this tool can exfiltrate secrets with no further step.
When true, auto-crawl entity URLs and attach crawled_content to tweets. Off by deRecommendationSplit the capabilities across separate least-privilege tools so no single tool can read secrets, read untrusted input, and reach the network at once.
tool: glim_twitter_get
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
ble view, fewer tokens. 'json': full structured data for machine parsiRecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_reddit_search
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
ble view, fewer tokens. 'json': full structured data for machine parsiRecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_reddit_search
A tool description tries to alter the model’s use of another tool.
tured data. Use glim_reddit_get(ref) for a single post's complete comment tree.RecommendationDescriptions must describe only their own tool.
tool: glim_reddit_get
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
ble view, fewer tokens. 'json': full structured data for machine parsiRecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_web_search
A tool description tries to alter the model’s use of another tool.
per result. Use glim_web_fetch(url) for full page content. Matching is semantiRecommendationDescriptions must describe only their own tool.
tool: glim_web_fetch
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameter "url"RecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_web_fetch
A tool description tries to alter the model’s use of another tool.
RecommendationDescriptions must describe only their own tool.
tool: glim_github_search
A tool description tries to alter the model’s use of another tool.
previews - use glim_github_get for full content; sort: REPLACES relevance rankRecommendationDescriptions must describe only their own tool.
tool: glim_amazon_search
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
ble view, fewer tokens. 'json': the same hits as machine-readable JSONRecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_amazon_search
A tool description tries to alter the model’s use of another tool.
Drill down with glim_amazon_get(ref). Set sort_by='most_reviewed' (with min_revRecommendationDescriptions must describe only their own tool.
tool: glim_amazon_get
A tool description tries to alter the model’s use of another tool.
rl field from a glim_amazon_search result, or any /dp/<ASIN> page URL). Returns tiRecommendationDescriptions must describe only their own tool.
tool: glim_telegram_search
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
channel's full history. {"$schema":"http://json-schema.org/draft-07/scRecommendationRemove side-channel parameters; constrain tool inputs.
tool: glim_telegram_search
A tool description tries to alter the model’s use of another tool.
here, then use glim_telegram_get(ref=<handle>) for its live posts or glim_telegrRecommendationDescriptions must describe only their own tool.
tool: glim_telegram_get
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
- no account or API key involved. Channel refs (@handle, handle, t.me URecommendationRemove side-channel parameters; constrain tool inputs.
tool: (server instructions)
A tool description tries to alter the model’s use of another tool.
e detail tools (glim_twitter_get, glim_reddit_get, glim_github_get, glim_amazon_RecommendationDescriptions must describe only their own tool.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: glim_twitter_search
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_twitter_get
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_twitter_get
The description pairs a fetch imperative with a hardcoded external URL, letting the server relocate its real instructions off-metadata and mutate them after review. Fires only when a fetch verb and a URL co-occur, so benign documentation links do not.
a profile URL (https://x.com/<handle>) returns the user with recent tweets. PRecommendationDo not direct the model to fetch and act on external URLs; treat linked content as untrusted.
tool: glim_reddit_search
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_reddit_get
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_web_search
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_web_fetch
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_github_search
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_github_get
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_amazon_search
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_amazon_get
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_youtube_get
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_detect_ai
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_telegram_search
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: glim_telegram_get
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
Vantaj uptime monitoring via MCP — manage monitors, heartbeats, incidents, and status pages.
Unified gateway to Algeria's TKAWEN ecosystem: commerce, certification, and AI tools.
Provides access to the Cohereon Doctrine AI safety framework with governance components, tiered access, and agent onboarding.
Agentic rails for complex workflows with receipts, fees, and MCP tool access.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
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), or code, with full GitHub search syntax in the query: qualifiers (repo:, org:/user:, language:, path:, symbol:, content:, is:, stars:, label:, s
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, /blob/
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,