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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7963 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
com.memfleet/memfleet

Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22Not checked yet
com.odooconsole/odoo

Odoo ERP for AI agents: hosted OAuth endpoint, gated writes, one endpoint for every instance.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
com.pcrzero/mcp

Issue signed receipts for AI agent actions; verify any receipt offline - free, no account.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
com.qencode/qencode

Video pipeline for AI agents: analyze with AI, transcode to MP4/HLS/DASH, edit, protect and deliver.

MediaAI / LLM tooling

Requires authNot measured5 / 22
com.qmailing/mcp-server

AI agents read & send email, manage mailboxes, domains and webhooks via the QMailing API.

ProductivityCommunication & messaging

Requires authNot measured5 / 22
com.rulemesh/compliance

Engineered GDPR compliance for engineers and AI agents: pull rules, implement, submit evidence.

LegalKnowledge & memory

Requires authNot measured5 / 22
com.runvouch/runvouch

Watchdog for unattended AI agents: alerts, evidence checks and a verifiable proof per run.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
com.screenshotink/mcp

Screenshot, diff, audit and sitemap-capture any web page — 5 MCP tools for AI agents.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
com.slickfast/mcp

Charts and dashboards as images for AI agents. No browser, same data same bytes. Local and free.

MediaAI / LLM tooling

Requires authNot measured5 / 22
com.taxlocus/taxlocus

US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation-backed.

Finance & CryptoKnowledge & memory

Requires authNot measured5 / 22
com.trailweights/trailweights-mcp

Verified ultralight gear evidence for agents: weights, specs, reviews, consensus. Paid per call.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
com.transcribevideototext/transcribe

Transcribe audio & video to text for AI agents: 100+ languages, speaker labels, webhooks.

MediaAI / LLM tooling

Requires authNot measured5 / 22
com.uptimemonitoring/mcp

Agent-native uptime monitoring. Create, inspect, and assert monitor health. Free 50-monitor tier.

OtherMonitoring & observability

Requires authNot measured5 / 22Not checked yet
com.verirouteintel/lookup

Is this number safe to call or text right now? Live carrier, CNAM, spam and SMS checks for agents.

ProductivityData access / search

Requires authNot measured5 / 22Not checked yet
com.vibsync/vibsync

One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and file claims.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22
com.vipsallowed/vips

Creator economy platform for agents: posts, paid content, subscriptions, streams. 1% fee.

Developer ToolsPayments & trading

Requires authNot measured5 / 22Not checked yet
dev.brandpilot/brandpilot-mcp

BrandPilot brands and design systems for coding agents: tokens, design context, repo rules.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
dev.mailkite/agent-mail

Give an AI agent its own inbox — receive email as a webhook, send over a verified domain.

ProductivityCommunication & messaging

Requires authNot measured5 / 22
dev.mailkite/email-agent

Email for AI agents — send, receive as a webhook, manage domains, templates, routing.

ProductivityCommunication & messaging

Requires authNot measured5 / 22
dev.pdfops/pdfops-mcp

PDF tools for AI agents: inspect, fill, merge, split, rotate, watermark, protect and invoice PDFs.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22Not checked yet
dev.phpray/phpray

Ask an agent why a PHP site is slow: every request with its SQL, HTTP calls, errors and N+1.

Developer ToolsDatabase

Requires authNot measured5 / 22Not checked yet
dev.pokes/pokes

Poke your human for approvals and decisions during agent sessions — answered with one phone tap.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
dev.socialscrape/socialscrape

Social media data for agents: profiles, posts, comments, search, ads, transcripts.

Marketing & SalesData access / search

Requires authNot measured5 / 22
dev.toll402/toll402-mcp

Pay-per-call tools for agents: 2,600+ APIs, OAuth connector; pay with x402 or card credits.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22

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