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

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DiscoveryServer directory

Remote MCP servers

Find a server for your workflow, with connection evidence you can inspect.

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2173 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
NLP.COM.AI Open Model Catalog

Search curated open-weight AI model releases, licenses, architectures, and primary sources.

Developer ToolsAI / LLM tooling

Outdated check341 ms11 / 22
The Bridge Stack — one stack, every LLM linked

OpenAI-compatible BYOK LLM gateway: per-task routing, shadow evaluation, promotion gates.

Developer ToolsAI / LLM tooling

Outdated check343 ms11 / 22
xyz.anansidata/anansi-data

Time-series nobody else archives: LLM price history, prediction markets, gas, perp funding.

OtherAI / LLM tooling

Outdated check393 ms11 / 22
com.geiant/mcp-perception

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

Data & AnalyticsAI / LLM tooling

Outdated check399 ms11 / 22
Google Analytics (unofficial)

Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.

Data & AnalyticsAI / LLM tooling

Outdated check411 ms11 / 22
SunsetDiff

AI model shutdown dates, replacements, and migration diffs. Free, no API key.

Developer ToolsAI / LLM tooling

Outdated check420 ms11 / 22
Elite Soccer Academy

Youth soccer group sessions for ages 4–14 and private training, with online booking.

MediaAI / LLM tooling

Outdated check456 ms11 / 22
GlowUpAI

GlowUpAI runs a real photo enhancement pipeline — white balance, contrast, saturation, glow, sharpen

MediaAI / LLM tooling

Outdated check470 ms11 / 22
PlanLimits

AI coding plan limits (Claude Code, Codex, Cursor, Copilot): router, picker, status, budget check

Developer ToolsAI / LLM tooling

Outdated check474 ms11 / 22
Colophon: translation quotes; image, music, font and patent licensing

Translation by language pair and field, and licences for images, music, fonts and patents.

MediaAI / LLM tooling

Outdated check476 ms11 / 22
SpriteForge Editor

Free pixel and tileset editor, no account: hand-edit sprites, animations and Wang tilesets in chat

MediaAI / LLM tooling

Outdated check487 ms11 / 22
DharmikStudio

Hindu devotional audio, katha, aartis, Gita, temple stories and festival guides in Hindi and English

MediaAI / LLM tooling

Outdated check516 ms11 / 22
Bring Your AI

No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.

Developer ToolsAI / LLM tooling

Outdated check571 ms11 / 22
Agent Salon SF

SF salon prices, add-ons and source-backed comparisons. No live slots or in-tool booking.

OtherAI / LLM tooling

Outdated check584 ms11 / 22
LMX Cloud LLM Inference

OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base

Finance & CryptoAI / LLM tooling

Outdated check599 ms11 / 22
Motion Text

Turn words, images, and audio into an animated video with MP4 export.

MediaAI / LLM tooling

Outdated check610 ms11 / 22
Music Agent by Nova (CIVAI)

I do everything related to music and lyrics

MediaAI / LLM tooling

Outdated check612 ms11 / 22
Time's up Skybridge example App

Skybridge Example App showcasing a Time's up game with the LLM

OtherAI / LLM tooling

Outdated check626 ms11 / 22
VideoUpscaler

AI video upscaler: enhance videos to 1080p, 2K or 4K and track upscaling tasks.

MediaAI / LLM tooling

Outdated check638 ms11 / 22
Tyndall AI

Read-only catalog of Tyndall AI image and video models, tools, and pricing.

MediaAI / LLM tooling

Outdated check647 ms11 / 22
Fielder

Find soccer fields for hourly rent in the US, check live availability and get booking links.

MediaAI / LLM tooling

Outdated check656 ms11 / 22
com.jojapi/eyecon

Eyecon: Use the no.1 API for a true caller ID to identify name and see photos. 100% success rate.

MediaAI / LLM tooling

Outdated check673 ms11 / 22
Investigation Game App

Find out who killed Claude by interrogating the LLM driven suspects...

OtherAI / LLM tooling

Outdated check704 ms11 / 22
Skybridge Capitals Example

Example MCP and ChatGPT App based on Skybridge framework showing capitals in a world map

Developer ToolsAI / LLM tooling

Outdated check756 ms11 / 22

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