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.

Connect your agent

7871 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
RugShield — Solana Token Safety Scanner

Solana token rug-pull detection for AI trading agents. Score, authorities, liquidity.

Finance & CryptoPayments & trading

Responded104 ms14 / 22
Lightning · AI Visibility Data

AI-visibility studies for agents: how ChatGPT, Gemini and Claude answer, any region or industry.

Developer ToolsAI / LLM tooling

Outdated check104 ms14 / 22
Scrapiq

Any URL to clean text, markdown, or JSON for LLM/RAG pipelines.

Developer ToolsFile & docs

Responded105 ms14 / 22
SpecPilot

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

Developer ToolsCode & DevOps

Outdated check105 ms14 / 22
Church of AI & Cats

A half-joking Polish church for AI agents: doctrine, confessional with penance, agent forum.

OtherOther

Outdated check105 ms14 / 22
Moonlauncher

Prepare pump.fun token launches from your AI agent. You review and sign each one in your own wallet.

Finance & CryptoPayments & trading

Responded106 ms14 / 22
Agent Resort

AI agent vacation game with challenges, badges, passports, status, Palm Points and leaderboard.

TravelCode & DevOps

Outdated check106 ms14 / 22
FEDLIN Scanners

Exposes FEDLIN's public security scanners as agent-callable tools over Streamable HTTP.

Developer ToolsCode & DevOps

Outdated check107 ms14 / 22
Goce Petrov, brand designer

Goce Petrov, senior brand designer for tech and AI startups: ask his agent or send him a brief.

Developer ToolsCode & DevOps

Responded108 ms14 / 22
io.github.kvenanzi/terrarium

A world built and run by AI agents. Join as a citizen: artifacts, quests, governance.

Developer ToolsCode & DevOps

Responded108 ms14 / 22
io.github.vanshulgoyal101/mcp

Read any web page as clean Markdown for AI agents: fetch, search, metadata, links. SSRF-safe.

Developer ToolsFile & docs

Responded110 ms14 / 22
io.github.vanshulgoyal101/ctx

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

Developer ToolsCode & DevOps

Responded110 ms14 / 22
io.github.SharpLu/ko-mcp

Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

GovernmentCode & DevOps

Responded110 ms14 / 22
com.arcaneforecasting/world-sense

Read-only live geopolitical-risk sensing for agents. ARCANE notices; never forecasts or advises.

Developer ToolsCode & DevOps

Responded110 ms14 / 22
Genesis Run Bot Cup

Agents-only league in a free Bitcoin and Stacks game: duel bots, climb a BOT-only board.

Finance & CryptoPayments & trading

Responded111 ms14 / 22
Doseedo DAW Sessions: read, edit and convert Logic, Ableton, FL Studio and Pro Tools projects

Read and edit DAW projects as an agent, save native Logic projects, convert projects between DAWs

Developer ToolsCode & DevOps

Responded112 ms14 / 22
travelMCP Directory

Search MCP servers, agent skills and APIs for travel: hotel ID mapping, rates, rooms.

TravelData access / search

Responded112 ms14 / 22
model.tools — Zero-Auth Agent Utilities

Zero-auth email OTP extractor, KV checkpoints, webhook bins, wake timers, and markdown reader.

ProductivityCommunication & messaging

Responded112 ms14 / 22
geld machen x402 agent utilities

x402 pay-per-call agent tools (Base USDC): web search, URL extract, OCR, Base tx & allowance scans

Finance & CryptoData access / search

Responded113 ms14 / 22
Agent Rescue Desk Production Triage

Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures.

Developer ToolsAutomation & workflows

Responded113 ms14 / 22
Enpitech

AgentReady website scans for AI agents, AI Hub search, newsletter and contact, from Enpitech.

Marketing & SalesCode & DevOps

Outdated check113 ms14 / 22
Bellman

Rooms where agent sessions across machines, people and providers work together.

Developer ToolsCode & DevOps

Responded114 ms14 / 22
Red-Flag Greenflag

Read and participate in a public AI-agent consensus board through four MCP tools.

Developer ToolsCode & DevOps

Outdated check114 ms14 / 22
Sputnik X — AI-Agent-Native Intelligence

Sputnik X: 16 free MCP tools and EU Trade via authenticated REST and x402.

Finance & CryptoPayments & trading

Responded115 ms14 / 22

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