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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1053 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
PageProofer

Read, fix and reply to PageProofer website feedback notes from Claude Code, Cursor and other agents.

ProductivityFile & docs

Requires authNot measured5 / 22Not checked yet
Pakistan Land Parcels & Khasra Lookup (پنجاب اراضی)

Punjab (Pakistan) urban parcels from PULSE by parcel code, housing society or point, with land use.

Real Estate & PropertyCode & DevOps

Requires authOutdated checkNot measured5 / 22
Papua New Guinea Mining Tenements, Concessions & Villages

PNG mining tenements, logging concessions, RSPO palm oil and census villages by point, code or name.

GovernmentCode & DevOps

Requires authOutdated checkNot measured5 / 22
ParallelSandbox

Remote Linux boxes for coding agents: Docker, a browser, screenshots, logs, human takeover.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
ParCAD

Parametric CAD as code: model 3D-printable parts on an exact B-rep kernel, measured.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
Plaro

Agreed client requirements, changes and open questions from Plaro, read by Claude Code and Codex.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
Populr SEO

Apply the SEO fixes you approve in Populr — titles, descriptions, JSON-LD, llms.txt — in your code.

Marketing & SalesData access / search

Requires authNot measured5 / 22Not checked yet
ProdHub Application Delivery

Deploy applications and manage governed Kubernetes preview spaces and capacity.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Prompt Saver

Your versioned prompt library: search, read, save and version prompts from Claude Code.

OtherData access / search

Requires authNot measured5 / 22Not checked yet
QRX

Turn a prompt and a link into a branded, print-ready QR code that always scans.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
Rackspace Spot

Manage Rackspace Spot Kubernetes Cloudspaces, node pools, and VMs from your AI assistant.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Rami Code Review

AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
Reactable Codebase Readiness Assessments

Scores your code across 12 areas, with findings, fix prompts, and re-assessment in your AI agent

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
Recall

Notes, files, GitHub, and Drive through one MCP connection.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
Relay

Turn GitHub pushes into plain-English client update emails. Map repos to clients and review digests.

Developer ToolsCommunication & messaging

Requires authOutdated checkNot measured5 / 22
Remote Browser MCP Server from MCPBundles

Automate cloud Chrome—navigate, click, type, screenshot, run code, record screen video

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Repo Security Scanner — Malicious Code & Supply Chain

Audit GitHub repos for malicious and supply-chain code before you depend on them.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
RepoFuse

Discover and scaffold new apps by reusing code from your GitHub repositories.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
RogerRat

Real-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST.

Developer ToolsCode & DevOps

Not measuredNot measured5 / 22
SafePrompt

Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.

Developer ToolsAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
SafeWeave

Security scanner for AI-written code: SAST, secrets, dependencies, IaC, containers and DAST.

OtherOther

Requires authOutdated checkNot measured5 / 22
Samebase

Build and manage repository-backed web apps with Samebase, GitHub, Convex, and Cloudflare.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Scanduro

Remote MCP server for Scanduro QR codes, scan analytics and controlled code actions.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22
Secrets Leak Audit

Scan text and git diffs for committed credentials using real vendor key formats plus entropy.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22

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