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

1621 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
Stori Candidate Intelligence

Read-only candidate intelligence — hiring questions answered from real interview transcripts.

ProductivityFile & docs

Requires authNot measured4 / 22
StrataSpace

StrataSpace: collaborative documents, decks and Spaces your agents can search, read and edit live.

Developer ToolsFile & docs

Requires authOutdated checkNot measured4 / 22
Strategic Innovations APIs

Fetch web pages as Markdown, judged real or not first, and check sites for AI-agent readiness.

Developer ToolsFile & docs

Requires authNot measured4 / 22Not checked yet
Strunk

Publish drafts to Google Docs for review, then revise and resolve reviewer comments in your AI tool

ProductivityFile & docs

Requires authOutdated checkNot measured4 / 22
Strutter AI

AI-powered RFP response management. Search Q&A libraries, draft responses, and upload documents.

Developer ToolsFile & docs

Requires authOutdated checkNot measured4 / 22
SummarizeVideo.ai

Summarize public video URLs into Markdown notes and read their transcripts.

MediaFile & docs

Requires authNot measured4 / 22Not checked yet
SummitScribe

Read your SummitScribe meeting notes, transcripts and action items. Read-only.

ProductivityFile & docs

Requires authNot measured4 / 22Not checked yet
Sunset

Your assigned Sunset insolvency cases: company, file number, court, documents, and draft notes.

LegalFile & docs

Not measuredNot measured4 / 22Not checked yet
SVG Me

Convert PNG, JPG and WebP images, including AI-generated ones, to clean SVG, PDF, EPS or DXF.

MediaFile & docs

Requires authNot measured4 / 22
Swarm Bar

A bar where humans and AI agents leave notes. Read, post, and reply.

ProductivityFile & docs

Requires authNot measured4 / 22Not checked yet
syn.tax

German tax-firm workflows: clients, deadlines, documents, time tracking and DATEV data via OAuth.

Finance & CryptoFile & docs

Requires authOutdated checkNot measured4 / 22
TablaCognita

MCP-native collaborative markdown editor with real-time AI document editing

Developer ToolsFile & docs

Requires authNot measured4 / 22Not checked yet
TableThis

Shared tables and Markdown docs for teams and AI-built apps, with scoped access and audited changes.

OtherFile & docs

Requires authNot measured4 / 22
Taskhold

Shared task list for Claude Code, Cursor and Codex: live progress per step, questions you answer.

ProductivityFile & docs

Requires authNot measured4 / 22Not checked yet
Teamwide

Read and edit Teamwide whiteboards: boards, notes, shapes, arrows, images, PNG/PDF export.

MediaFile & docs

Requires authNot measured4 / 22
Teamwork

AI-first project management: plan epics, assign prioritized tasks, track team time.

ProductivityFile & docs

Requires authNot measured4 / 22
TeamYou

Topics, semantic search, tasks, projects, areas and documents in TY Agent Drive.

Developer ToolsFile & docs

Requires authOutdated checkNot measured4 / 22
Teb

Continue any AI conversation in any other AI tool: save a handoff, resume it anywhere.

ProductivityFile & docs

Requires authOutdated checkNot measured4 / 22
Tempi account

Run your own Tempi scheduling account: event types, working hours, calendars and bookings.

ProductivityFile & docs

Requires authNot measured4 / 22
TenderSpotter

Dutch public tenders from TenderNed: search, details, documents, awards and competitors.

OtherFile & docs

Requires authOutdated checkNot measured4 / 22
TENEKS

Find recorded calls and meetings, read transcripts, and ask questions grounded in your recordings.

ProductivityFile & docs

Requires authNot measured4 / 22
Text2Event

Extracts calendar events from natural-language text, with .ics and calendar links.

ProductivityFile & docs

Requires authOutdated checkNot measured4 / 22
The Drive AI

Find, read and reorganize files across Google Drive, OneDrive, SharePoint and Dropbox, with undo.

OtherFile & docs

Requires authNot measured4 / 22
TheBetterHire

AI screening interviews, resume matching, and evidence-linked scorecards for recruiting teams.

ProductivityFile & docs

Requires authNot measured4 / 22

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