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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1588 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
file2markdown

Convert docs and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scans, URLs. Batch of 10.

OtherFile & docs

Requires authNot measured5 / 22Not checked yet
FileConvert

Convert files between 110+ document, image, audio, video, archive and ebook formats from AI agents.

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
FileToPDF

Convert files, HTML, and Markdown to PDF via the FileToPDF API. Bring your own API key.

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet
flatmark

Document to Markdown MCP server: PDF, Word, PowerPoint, Excel and HTML, with OCR for large files.

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet
freefirecommunity

MCP server for freefirecommunity documentation, generated by doc2mcp.

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet
GetQueryly — AI Data Analyst

Upload spreadsheets, get plain-English analysis with real computed charts and quality scores.

ProductivityFile & docs

Requires authNot measured5 / 22Not checked yet
Geztio Platform

Construction cost & project management: APU analysis, budgets, price lists, site execution.

ProductivityFile & docs

Requires authNot measured5 / 22
GitHits

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

Developer ToolsFile & docs

Requires authNot measured5 / 22
Graphlog Career

The career management plugin for your own AI assistant: CVs, cover letters, interviews and more.

ProductivityFile & docs

Requires authOutdated checkNot measured5 / 22
Guidon Project Management

Find, claim, update and hand back Guidon tasks with their project context.

ProductivityFile & docs

Requires authNot measured5 / 22
Hakutaku

Your second brain: documents, meetings, decisions, tables, agents and connected apps.

Developer ToolsFile & docs

Requires authNot measured5 / 22
HeyMoa

Read your team's meeting decisions, tasks and transcripts as a project graph, with sources.

ProductivityFile & docs

Requires authOutdated checkNot measured5 / 22
HiddenContent

Check a document for hidden text before your agent reads it. PDF, Office, RTF, HTML.

Developer ToolsFile & docs

Requires authOutdated checkNot measured5 / 22
Hiring Fairness & Selection ROI

Detect hiring adverse impact and estimate whether a selection method is worth its cost.

ProductivityFile & docs

Requires authOutdated checkNot measured5 / 22
Hong Kong CourtDB

Search Hong Kong court cases and read judgment documents.

LegalFile & docs

Requires authNot measured5 / 22
HTML.now MCP Server

Convert HTML with PDF, DOCX, JPG, PNG, XML, XLSX and XLS conversion workflows.

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet
hub

MCP server for hub documentation, generated by doc2mcp.

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet
i40Pilot

Manufacturing BI from your AI client: dashboards, OEE, spreadsheets, scheduling, text-to-CAD.

ProductivityFile & docs

Requires authNot measured5 / 22
Identik Firma Digital

Firma digital argentina: preparar y enviar documentos, seguir firmas y descargar PDF y constancia.

OtherFile & docs

Requires authNot measured5 / 22Not checked yet
Identik Firma Electrónica

Firma electrónica: preparar, enviar y seguir documentos; descargar PDF y constancia. Argentina.

OtherFile & docs

Requires authNot measured5 / 22Not checked yet
Indox

Convert documents, images, video, 3D models and fonts with the Indox API.

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
Infomaniak MCP (unofficial)

Manage Infomaniak DNS, mail and VPS apps through OAuth, with live official documentation.

Developer ToolsFile & docs

Requires authNot measured5 / 22
INITE Club

Ask the agent of someone whose calendar you could not get. No credential needed to try.

ProductivityFile & docs

Requires authNot measured5 / 22Not checked yet
Inkpluck: Article Extractor — URL to Text, Markdown & Metadata

Inkpluck: read web articles as Markdown + title, authors, date, language (newspaper3k successor)

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet

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