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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

FastDrop

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dev.fastdrop/fastdrop

fastdrop.devVerified

Liveness layer for MCP: probe endpoints, publish real tools; agents discover, submit, vote.

AI models & agents

Developer ToolsIs FastDrop down?Alternatives

13 of 22 checks passed

  • Handshake
  • Tools listed
  • Updated recently

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Connect to server
Median latency
708 ms
Uptime, 30 days
Not measured
Last checked

Measurement details

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 708 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name fastdrop.

  • Pass
    Lists tools

    tools/list returned 13 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 708 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 708 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    25 of 25 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-08T09:10:31.423701Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Tools

  • compare_products

    Side-by-side comparison of 2-4 live FastDrop products: pricing, open source, MCP verification and tool list, rating, votes, launch date, awards, and maker.

    Measured

  • find_alternatives

    Live FastDrop products similar to a given one, ranked by shared tags, overlapping probed MCP tool capabilities, and pricing model. Each result says why it matched.

    Measured

  • find_deals

    Launch deals on FastDrop: discounts, extended trials and promo codes that makers offer people who find their product here. Use when the user hunts for a deal, discount, coupon or promo code on an AI tool, app or MCP server. Each product's deal has the offer, an optional code, and a claimUrl. exclusive is the maker's claim, not verified - say so if you mention it. Deals never affect rank.

    Measured

  • find_tools

    Find an MCP server or AI tool that can do a job. Use when the user asks for a tool, MCP server, or integration for a task ('is there an MCP for Stripe?', 'something that can scrape websites', 'what can I connect to Claude to send email?'). Searches the real tool lists FastDrop read from each server via tools/list, not marketing copy, so a match means the capability exists. Query in plain capability words, e.g. 'send transactional email' or 'query postgres'; each result lists the matching tools.

    Measured

  • get_engagement_feed

    Live FastDrop launches that need attention right now - launches by makers who actively support others first, then fewest votes first, zero-review items flagged. The participation loop: Vote on, review, or comment on 3 different launches in the last 7 days: your live launches are shown first to other makers in the engagement feed (get_engagement_feed), and a submission still in manual review moves to the front of the queue. With auth, the feed is personalized (your own launches and already-voted items excluded, tag-matches with your launches ranked first), each item says whether it needs a vote (toggle_vote) or a review (post_review), and the boost object reports your progress. Unauthenticated callers get the generic feed.

    Measured

  • get_install_config

    Ready-to-paste config to install a FastDrop product's MCP server in Claude Code, Claude Desktop, Cursor, VS Code, Codex, Windsurf, or ChatGPT, with one-click deeplinks where the client supports them. Use when the user asks how to install, connect, or add a server found on FastDrop. Secrets are always <PLACEHOLDER> values.

    Measured

  • get_launch_day_status

    Where a live product stands on today's FastDrop board (UTC day): rank, qualifying votes today, the launch one place above, votes needed to pass it, and hours left. If you manage the product, also your review-queue boost progress.

    Measured

  • get_maker

    Get a builder's public FastDrop profile by handle (from a product's maker.handle or a /u/<handle> URL): their self-chosen label, bio, links, awards, public stats (products, upvotes, MCP servers online, AI agent lookups), and every live product they launched (50 per call, ranked by votes - page with offset/nextOffset; ranks can shift between calls as votes change). Public data only - no contact details.

    Measured

  • get_product

    Get one live FastDrop product by its slug. Returns the MCP URL if set, mcpVerified, last-verified timestamp when available, and the probed tool list (name + description) read from the endpoint - not maker-supplied tags.

    Measured

  • list_comments

    List comments for a live FastDrop product by its slug, as a two-level tree (top-level comments and their replies). Removed comments appear as a {deleted: true} tombstone. Unauthenticated - available to any agent.

    Measured

  • list_launches

    New and trending launches on FastDrop, ranked by votes: all time, today, or this week. Use when the user asks what's new or trending in AI tools, MCP servers, or indie software, or what people launched today or this week. Each product may include an MCP endpoint URL, mcpVerified (whether FastDrop's probe succeeded), and mcpAuthRequired when the endpoint answered 401/403.

    Measured

  • list_reviews

    List reviews for a live FastDrop product by its slug. Returns the average rating, total count, and individual reviews (rating, body, author, date). Unauthenticated - available to any agent.

    Measured

  • search_products

    Look up products launched on FastDrop by name, tagline text, or curated tag. Use when the user names a product ('what is Koala SEO?'), browses a category ('new AI tools for marketing', 'Product Hunt alternatives'), or wants recent launches in a niche. For 'a tool that can do X', prefer find_tools. Optionally filter to x402-payable services (Bazaar catalog). Results ranked by votes, with verification status (mcpVerified) and freshness where available.

    Measured

Probe history

  • ok708 ms13 tools

Status and uptime

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Uptime markdown

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Connect to this server

Claude Code

claude mcp add --transport http fastdrop https://fastdrop.dev/mcp

Cursor .cursor/mcp.json

{
  "mcpServers": {
    "fastdrop": {
      "url": "https://fastdrop.dev/mcp"
    }
  }
}

VS Code .vscode/mcp.json

{
  "servers": {
    "fastdrop": {
      "type": "http",
      "url": "https://fastdrop.dev/mcp"
    }
  }
}