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

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2172 servers

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Dated server measurements. The status describes the last probe or a listed authentication requirement. Checks that have not been measured are not failures. Open a server to inspect the evidence.
Server / capabilityLast probeMedian latencyChecks passedLast checked
Mode VC Chart: OpenAI Python Package Downloads: Who Grew Since August

Between 31 Aug–6 Sep and 25 Sep–1 Oct, anthropic's PyPI downloads grew 25% and openai's 14%,.

Developer ToolsAI / LLM tooling

Outdated check570 ms13 / 22
Unstocked

Sport motorcycle builds: parts that fit your bike and model year, typical US prices, build links.

MediaAI / LLM tooling

Outdated check576 ms13 / 22
Six-IR image sizes

Image sizes for Instagram, TikTok, YouTube, Etsy, print and more, plus links to resize free.

MediaAI / LLM tooling

Outdated check577 ms13 / 22
AdCreator AI: Ad Creative Maker

Turn a product photo into a finished ad image with copy, or get 10 ad headlines. Free, no signup.

MediaAI / LLM tooling

Outdated check578 ms13 / 22
Mode VC Chart: LLM API Pricing History: Cost per Million Tokens

OpenAI's headline model fell from $30 to $2 per million input tokens since Jun 2023: 93% in.

Developer ToolsAI / LLM tooling

Outdated check579 ms13 / 22
Mode VC Chart: Best AI Models by Category: Google vs. Anthropic Ranks

Google holds #1 in 6 of 8 Arena categories; Anthropic in 2. OpenAI has no category in the top.

Developer ToolsAI / LLM tooling

Outdated check582 ms13 / 22
AI Recommendation Check

Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.

OtherAI / LLM tooling

Outdated check583 ms13 / 22
TikTok Video, Comments, Creators & Ads API MCP Server

Real-time TikTok videos, profiles, comments, trends & Creative Center ads MCP. OAuth or API key.

MediaAI / LLM tooling

Outdated check584 ms13 / 22
MantleKit Launch Planner

Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.

OtherAI / LLM tooling

Outdated check585 ms13 / 22
Mode VC Chart: LLM Rankings by Category: The Hidden Specialists

claude-opus-4-5-20251101-high-32k is #49 overall but #14 in coding. gpt-5.6-terra-xhigh is #52.

Developer ToolsAI / LLM tooling

Outdated check585 ms13 / 22
Mode VC Chart: Gemini Leaderboard Ranking: Google's Days at #1

Since Jan 2024, Google's models have been #1 on Arena for 227 of 1003 days, third among labs.

OtherAI / LLM tooling

Outdated check585 ms13 / 22
Mode VC Chart: Arena Rating Gap: Google Leads; Anthropic Trails by 22 Pts

Google leads the Arena again; Anthropic trails by 22 points and OpenAI by 62. Query full.

Marketing & SalesAI / LLM tooling

Outdated check586 ms13 / 22
Musicboxmelodies

Compose, save and print music box tunes for 15, 20 and 30-note music boxes.

MediaAI / LLM tooling

Outdated check586 ms13 / 22
Blumee — flower delivery comparison (Germany)

Compare flower delivery in Germany: find bouquets by text or photo, order at partner florists.

MediaAI / LLM tooling

Outdated check589 ms13 / 22
ShortVidAPI — Short-Form Video, Creators & Ads Data MCP Server

Real-time short-form video, creator profiles, comments, trends & ad data MCP. OAuth or API key.

MediaAI / LLM tooling

Outdated check591 ms13 / 22
Mode VC Chart: Claude vs ChatGPT: Which Ranks Higher on the Leaderboard?

On 11 Sept 2026, Claude's best model rates 40 points above OpenAI's and 16 above Gemini's..

Developer ToolsAI / LLM tooling

Outdated check593 ms13 / 22
Mode VC Chart: Best AI for Creative Writing: Arena Rankings

Anthropic has 7 of the top 10 creative writing models and Google 3. Meta's muse-spark-1.2.

Developer ToolsAI / LLM tooling

Outdated check594 ms13 / 22
Mode VC Chart: LLM Leaderboard Top 10: #1 Leads #10 by 18 Points

The gap between Arena's #1 and #10 models fell from 148 points in Feb 2024 to 18. #10 now wins.

Marketing & SalesAI / LLM tooling

Outdated check599 ms13 / 22
Mode VC Chart: Anthropic vs. OpenAI vs. Google: Who Holds the Top 20?

Anthropic holds 8 of the Arena top 20, Google 7 and OpenAI 0. In Apr 2025 OpenAI held 9 and.

Developer ToolsAI / LLM tooling

Outdated check605 ms13 / 22
Mode VC Chart: Vercel AI SDK Downloads vs. the Lab SDKs

The Vercel AI SDK fell from 31 to 23 weekly downloads per 100 downloads of the OpenAI,.

Developer ToolsAI / LLM tooling

Outdated check609 ms13 / 22
Mode VC Chart: OpenAI Leaderboard Ranking: 8th Among Labs on Arena

OpenAI was the #1 lab on Arena for 95% of 2024. On 25 Sept 2026 it ranks 8th among labs, and.

Developer ToolsAI / LLM tooling

Outdated check615 ms13 / 22
Mode VC Chart: Voice AI Models in 2026: Launches by Modality

Audio and speech made 11 of 59 named model launches since 6 Jul 2026, from 6 labs. In the.

MediaAI / LLM tooling

Outdated check616 ms13 / 22
Image Tools

Resize, compress, convert, crop, rotate and watermark images, one at a time or in a zip.

MediaAI / LLM tooling

Outdated check619 ms13 / 22
CrystlQuant

Sports win chances before every game, next to the market's, graded after. NFL, NBA, soccer, UFC.

MediaAI / LLM tooling

Outdated check628 ms13 / 22

Automated measurements. Not a rating. Unmeasured checks are not failures. How to read the evidence