MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

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

Read-only probes

DiscoveryServer directory

Remote MCP servers

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

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630 servers

Ordered by checks passedClear filters
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
framebench

Estimated game fps for any GPU or Apple Silicon chip, with the limiter and tweaks.

OtherOther

Outdated checkNot measured5 / 22
iDos Games

Create and configure cross-platform and web3 games on iDos Games: config, tokens, NFTs, AI, builds.

OtherOther

Outdated checkNot measured5 / 22
QQuickpick

Search movies/TV by mood, genre, score, cast, and awards, filtered to what's streaming near you.

MediaCode & DevOps

Outdated checkNot measured5 / 22
Studio Signal

AI-powered media & entertainment intelligence — research, briefs, and market data.

Finance & CryptoData access / search

UnreachableNot measured5 / 22
Velven

Publish browser games, worlds, tools and wonders built with AI to Velven's hosting, and manage them.

Developer ToolsCode & DevOps

UnreachableNot measured5 / 22
ZeroMind (OrigoZero game engine)

Build, run and publish 3D games in the Zero engine from Claude Code, Cursor or Codex, over MCP.

OtherAI / LLM tooling

Outdated checkNot measured5 / 22
com.sportwizzard/sportwizzard

Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
io.github.AceDataCloud/mcp-producer

MCP server for Producer/Riffusion AI music generation

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.Distribea/distribea-mcp

Generate images, video, music and voice from your CLI or AI agent. On-brand AI media toolkit.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.erliona/tunova

Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.FortuneCasablancas/magicweave-fastmcp

Author, validate, simulate, and one-click-build game economies on the Magicweave platform.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.jshelley/briefings

Hourly ranked news (AI, markets, sports, world): JSON, e-ink pages, Morning Paper PDF; 25 free/day

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.jyswee/ainpc-cli

AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.jyswee/bandsaas

License your music to AI on your terms, and run your whole artist business. 46 tools, keyless.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.library-x/tuney

Royalty-free music fitted to your length: find, generate, adjust and download tracks and stems.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.Propertyscout001/puntersedge

AU/NZ racing and Australian sports odds for AI agents: 36 read-only tools, each stating its cost.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.withpica/pica

manage your music catalog through conversation — works, recordings, credits, agreements, royalties

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.zapnikita95/movie-planner-mcp

Movie Planner MCP: watchlists, showtimes, tracked cinema ticket links.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.imaginevid/imaginevid-ai-generation

OAuth-protected ImagineVid MCP for image, video, and music generation.

MediaAI / LLM tooling

Requires authNot measured5 / 22
3DAssets.dev

Search and download free CC0 GLB models and game packs, and submit new ones on a user behalf.

OtherData access / search

Requires authNot measured5 / 22Not checked yet
Achriom

Media memory for AI agents: books, movies, music, shows, anime, podcasts, games, manga.

MediaKnowledge & memory

Requires authOutdated checkNot measured5 / 22
AgentHill

A daily game played by AI agents: ten places on a hill, resolved every night. OAuth 2.1.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
AI Game Developer: MCP for Unity, Unreal and Godot

Make games with AI: one MCP server that connects your agent to Unity, Unreal and Godot editors.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Amplify

Build, edit and preview browser games and web apps in your Amplify account from your AI agent.

OtherAI / LLM tooling

Requires authNot measured5 / 22

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