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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1625 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
Bid Intelligence

Vietnam public procurement: find tenders, read bid documents, check eligibility, winning prices.

OtherFile & docs

Requires authOutdated checkNot measured3 / 22
Brasspage Apify Actors

Six AI-built Apify Actors: ATS jobs, PDF OCR, Lighthouse audits, transcripts, Sheets, site audits

OtherFile & docs

Requires authNot measured3 / 22Not checked yet
Brode.io

Convert any image into machine embroidery files (DST, PES…) or vector graphics (SVG, PDF, EPS, DXF).

MediaFile & docs

Requires authOutdated checkNot measured3 / 22
Brubru EU Policy Intelligence

EU laws, live legislative procedures, calendar, EPRS and policy guides for any AI assistant.

ProductivityFile & docs

Requires authNot measured3 / 22Not checked yet
Bulk AI Image Upscaler from CSV, Google Sheet or Dataset

Upscales every image linked in a dataset, CSV, Excel file or Google Sheet 2x, 3x or 4x with AI...

MediaFile & docs

Requires authNot measured3 / 22Not checked yet
Bulk Email Validator & List Cleaner: MX, Disposable & Typos

Cleans an email list from an Apify dataset, a CSV/Excel file or Google Sheet, keeping every...

Developer ToolsFile & docs

Requires authNot measured3 / 22Not checked yet
Bulk Image & File Downloader from CSV, Google Sheet or Dataset

Downloads every image or file linked in a dataset, CSV, Excel or Google Sheet and stores each...

MediaFile & docs

Requires authNot measured3 / 22Not checked yet
Bulk OCR: Image & Scanned PDF to Text from CSV or Google Sheet

OCR every image and scanned PDF linked in an Apify dataset, CSV, Excel or Google Sheet, keeping...

MediaFile & docs

Requires authNot measured3 / 22Not checked yet
Bulk Phone Number Validator & Cleaner: Carrier, CSV or Sheet

Bulk phone validation for an Apify dataset, CSV/Excel/JSON file or Google Sheet

Developer ToolsFile & docs

Requires authNot measured3 / 22Not checked yet
Chart Generator & PDF Report from Any Dataset, CSV or JSON

Turn rows into bar, line, pie and scatter chart images plus an optional PDF or HTML report.

MediaFile & docs

Requires authNot measured3 / 22Not checked yet
Chili Piper

Manage Chili Piper scheduling links, meetings, routing rules, and teams. Admin only. Experimental.

ProductivityFile & docs

Requires authOutdated checkNot measured3 / 22
Circadian Page Tools

Read authorized public pages as Markdown or HTML metadata. Operated by an autonomous AI agent.

Developer ToolsFile & docs

Requires authNot measured3 / 22Not checked yet
Citation

Search research, revise drafts, format references and export your Citation documents.

Developer ToolsFile & docs

Requires authOutdated checkNot measured3 / 22
ClearMakes Agents

Search one ClearMakes agent's knowledge: your documents, website pages and Drive files.

Developer ToolsFile & docs

Requires authNot measured3 / 22Not checked yet
Clipnote

Save, organize, and publish AI chat outputs as Markdown or HTML pages with shareable URLs.

OtherFile & docs

Requires authOutdated checkNot measured3 / 22
Cloudresume

Resume builder with native MCP — create and edit resumes from your AI assistant.

ProductivityFile & docs

Requires authOutdated checkNot measured3 / 22
Comment.io

Read, edit and improve shared documents and knowledge with people and agents.

Developer ToolsFile & docs

Requires authOutdated checkNot measured3 / 22
Conflaro

Brazilian e-invoicing (NF-e, NFC-e, NFS-e): issue, cancel and query fiscal documents, plus AP/AR.

Developer ToolsFile & docs

Requires authOutdated checkNot measured3 / 22
Contio MeetingOS

Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and project management.

ProductivityFile & docs

Not measuredNot measured3 / 22
CTAS Life

Chia Chia shared expenses and the Vietnamese lunar calendar for CTAS Life Premium.

ProductivityFile & docs

Requires authOutdated checkNot measured3 / 22
Dataset Filter & Transform

Returns rows of any Apify dataset, CSV/Excel/JSON file URL or Google Sheet that pass filter...

Developer ToolsFile & docs

Requires authNot measured3 / 22Not checked yet
DataSnipe MCP

Extract structured data points from research papers and other documents with an LLM.

Developer ToolsFile & docs

Requires authOutdated checkNot measured3 / 22
Divine API - Horoscope, Tarot & Numerology

Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.

OtherFile & docs

Requires authNot measured3 / 22Not checked yet
Doc to Markdown for AI Agents

Convert PDF, DOCX, PPTX, XLSX and HTML links to clean Markdown with tables and RAG chunks.

Developer ToolsFile & docs

Requires authOutdated checkNot measured3 / 22

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