MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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

377 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
Muvia BI

Company and industrial data for AI assistants: datasets, SQL, dashboards, alarms, with approvals.

Data & AnalyticsDatabase

Requires authOutdated checkNot measured3 / 22
Orbit

An app builder for agents. Your agent creates screens, a Postgres database, and a live URL.

Developer ToolsDatabase

Requires authNot measured3 / 22
Rock8Cloud

Deploy services, add databases, run agents, read logs, check vulnerabilities and publish pages.

Developer ToolsDatabase

Requires authNot measured3 / 22
Schema

The AI that understands raw data: Schema over your tables and databases, as MCP tools.

Developer ToolsDatabase

Requires authOutdated checkNot measured3 / 22
Serverless-DB-Oracle

PostgreSQL database administrator with serverless query routing.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
SQLite rebuild copy-map preflight

Structural preflight for SQLite table-rebuild copy maps.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Storage

Coleções, busca vetorial, SQL e arquivos

Developer ToolsDatabase

Requires authOutdated checkNot measured3 / 22
UK Data: Software end-of-life dates

Release, support and end-of-life dates for about 490 languages, OSes, databases and frameworks

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Vibe BI MCP

Ask business questions in plain English. Get instant answers from your database, no SQL needed.

Developer ToolsDatabase

Requires authNot measured3 / 22
WebBase

Web hosting your AI runs itself over MCP: deploy sites, Next.js, Postgres, domains. EU servers.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Xata

Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
com.exoquery/mcp-server

Kotlin compile-time SQL library. Docs, code validation, and SQLite execution tools.

Developer ToolsDatabase

UnreachableNot measured2 / 22
RxRadar

Semantic search across 5 US government healthcare databases.

Developer ToolsDatabase

UnreachableNot measured2 / 22
ai.smithery/cpretzinger-ai-assistant-simple

UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere!…

Developer ToolsDatabase

Requires authNot measured2 / 22Not checked yet
com.airtable/mcp

Official Airtable MCP server — database and operations layer for agents.

Developer ToolsDatabase

Requires authNot measured2 / 22
com.versedb/versedb-mcp

Comic book database — search comics, creators, characters, and manage your collection.

MediaDatabase

Requires authNot measured2 / 22
QueryBear

Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-level controls.

Developer ToolsDatabase

Requires authNot measured2 / 22

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