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

348 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
Query Forge

Enterprise SQL query optimizer and performance analyzer.

Developer ToolsCode & DevOps

Requires authNot measured3 / 22Not checked yet
Serverless-DB-Oracle

PostgreSQL database administrator with serverless query routing.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Storage

Coleções, busca vetorial, SQL e arquivos

Developer ToolsDatabase

Requires authOutdated checkNot measured3 / 22
Transipal WMS

Warehouse management for warehouses, missions, tasks, packs, products, and shipments.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Vibe BI MCP

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

Developer ToolsDatabase

Requires authNot measured3 / 22
WarpSearch

Serverless hybrid search: full-text, vector and faceted search, in SQL, ES DSL, Solr and more.

Developer ToolsCode & DevOps

Requires authNot measured3 / 22Not checked yet
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
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