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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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
Azquo

Shared memory for AI agents: a hierarchical database where totals add up and writes are attributed.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Bionic Forms

Read, search and add records in your Bionic Forms apps (hosted database apps for small teams).

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Camber - Remote Agentic Data Science

Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP

Data & AnalyticsDatabase

Requires authNot measured3 / 22Not checked yet
Cayra Decision Intelligence

Ask questions in plain language, get answers from your business database. No SQL required.

Developer ToolsDatabase

Requires authNot measured3 / 22
CerebroChain

Warehouse ops from Claude: orders, stock, forecasts, parcel rates, labels you buy in the console

Finance & CryptoPayments & trading

Requires authNot measured3 / 22
Contextflo

Query your warehouse or a CSV with Claude/ChatGPT over MCP, governed by table-level ACL + audit.

Data & AnalyticsAI / LLM tooling

Requires authNot measured3 / 22
DarkWeb-Breach

OSINT dark web database search tool detecting credential leaks.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Data Observability

SQL data health analyzer and pipeline observability evaluator.

Developer ToolsMonitoring & observability

Requires authNot measured3 / 22Not checked yet
DataClawe — Database as a Utility

AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
DataHealth-Observer

Database health auditor monitoring query latencies.

Developer ToolsMonitoring & observability

Requires authNot measured3 / 22Not checked yet
datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory

PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Dataset to Postgres, Supabase & MySQL (Database Push)

Push rows from a dataset, file or Google Sheet into a Postgres, Supabase, Neon or MySQL table.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
DBMigratePro Backups

Encrypted database backups and restore-to-any-host disaster recovery for MySQL and PostgreSQL.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
DBMigratePro Continuous Migration

Keep a target database continuously in sync with a source on another provider, then promote it.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
DBMigratePro Migrations

Move a database between providers, or convert MySQL to PostgreSQL, with integrity verified.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Fly MCP

Manage Fly.io apps, Machines, volumes, secrets, Managed Postgres, and Sprites with OAuth.

Developer ToolsDatabase

Requires authOutdated checkNot measured3 / 22
Good Peeps Hub

Good Peeps retail-media data spine: clients, warehouse performance, meetings, agents. Team only.

E-commerceCode & DevOps

Requires authOutdated checkNot measured3 / 22
Icecat

Retrieve product specifications and technical details from Icecat's database

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Klisten SchemaShield

Store and compare organization JSON snapshots. No database crawling. Customer key required.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
MC-Data Monitor

SQL pipeline observability and DBT integration monitor.

Developer ToolsMonitoring & observability

Requires authNot measured3 / 22Not checked yet
MINDSET

Semantic search over MINDSET's brand strategy topic database, plus its system prompt.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
Muvia BI

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

Data & AnalyticsDatabase

Requires authOutdated checkNot measured3 / 22
Nursing Home Database

MCP server for US nursing facility search and ownership lookup (NursingHomeDatabase).

Developer ToolsData access / search

Requires authNot measured3 / 22
Orbit

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

Developer ToolsDatabase

Requires authOutdated checkNot measured3 / 22

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