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

2243 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
se.statistikdata/server

Swedish open data for Claude and other AI assistants - verified, with sources.

OtherAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
AudioAlpha

Financial podcast intelligence platform — sentiment, narrative, and asset signals from 100+ podcasts

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
edgar.tools SEC Intelligence

SEC filings for Claude, ChatGPT, Cursor — 23 tools + 5 recipes. Financials, insider, 13F, funds.

OtherAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
Filtrix AI MCP

Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
Future AGI

Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf & more.

OtherAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
Hugging Face

Connect to Hugging Face Hub and thousands of Gradio AI Applications

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
identifAI MCP Server

Detect AI-generated images, videos, and audio with identifAI's deepfake detection tools.

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
MixMake

Transcript-based audio editing: transcribe audio, edit by word ID, export edited audio.

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
Requires authOutdated checkNot measured2 / 22
ShinobiData

Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-research compat.

Data & AnalyticsAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
VEED AI Video Generator

Generate AI talking-head videos with custom characters and voices.

MediaAI / LLM tooling

Requires authOutdated checkNot measured2 / 22

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