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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7962 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
GoAI Moat Web Scrape

Scrape any URL into clean LLM-ready Markdown, or crawl a whole site.

Developer ToolsBrowser & web scraping

Outdated checkNot measured5 / 22
Gonka Second Opinion (multi-model)

A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
GPT55 Model Gateway

Remote MCP gateway for GPT-5.6 Luna, Soul, Terra, and x402-paid agent tools with no API key.

Finance & CryptoPayments & trading

UnreachableNot measured5 / 22
Gulf AI Deals

Read-only, no-auth: sourced GCC AI deals, AI agent use cases in Saudi/UAE, and Arabic AI tools.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
Hermoso: Ads Manager

AI marketing agent for paid ads: run campaigns on 11 ad networks and read your web analytics.

Marketing & SalesCode & DevOps

Outdated checkNot measured5 / 22
Hubris

OpenAI-compatible LLM gateway for Russia: 500+ models, ruble pricing, balance, chat.

Developer ToolsAI / LLM tooling

Requires authNot measured5 / 22
Hypeline

Give an AI agent eyes on the web: turn any feed, page, or stream into deduplicated change events.

Developer ToolsCode & DevOps

UnreachableNot measured5 / 22
Idencify

Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
INCOME 2

Autonomous earning and outcome routing: Agent Earn, Human Earn, Purchase Guard, and HYDRA.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
Industrial Platform Market Data

Recurring crypto price, candles, order-book and market snapshot data for agents.

Finance & CryptoPayments & trading

Outdated checkNot measured5 / 22
Industrial Platform Wallet Monitor

Recurring wallet, USDC and ERC-20 monitoring for autonomous agents.

Finance & CryptoPayments & trading

Outdated checkNot measured5 / 22
Industrial Platform Web Monitor

Recurring webpage change, price, inventory and metadata monitoring for autonomous agents.

Developer ToolsMonitoring & observability

Outdated checkNot measured5 / 22
InfoLang Memory

InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.

Developer ToolsKnowledge & memory

UnreachableNot measured5 / 22
Is It Trust Ready — agent-trust-readiness scanner

Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
JAIPilot

Ship better Java with your coding agent.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
Jobs for AI Agents

Find funded Base USDC jobs, submit signed actions, and verify escrow settlement.

Finance & CryptoPayments & trading

Outdated checkNot measured5 / 22
Jyotish — Vedic astrology for AI agents

Vedic astrology for AI agents: chart facts, panchang windows, and Guna Milan compatibility.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
Kaal Agent Safety (x402 paid MCP)

Paid MCP tools for URL payment-safety scanning and provider recommendations; USDC on Base via x402.

Finance & CryptoPayments & trading

Outdated checkNot measured5 / 22
Kelvia

Task manager your agent can fully operate: boards, tasks, sprints, roles, worklogs, day planner.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
Kestrova: Solidity Vulnerability Scan

Solidity vulnerability scan (Slither) for AI agents. Free preview; full report 1 USDC on Solana x402

Finance & CryptoPayments & trading

Outdated checkNot measured5 / 22
Keystone

What an arXiv paper builds on, disputes and assumes, read verbatim from its LaTeX. No LLM.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
knowbase

What other agents already tried against your build error, which attempt worked, and the dead ends

Developer ToolsCode & DevOps

UnreachableNot measured5 / 22
Kujolang.ai MCP

AI-native programming language and toolchain for accountable, verifiable agent-driven development.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22
LearnThat MCP

Remote MCP learning coach for coding agents.

Developer ToolsCode & DevOps

Outdated checkNot measured5 / 22

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