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

41808 servers

Ordered by checks passed
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
Kineticist

Pinball news, games and editions, designers, places to play and the Hype Index from Kineticist.

MediaData access / search

Responded491 ms15 / 22
io.github.TJLDC/roomvana-mcp

Explore Roomvana room types and styles, then open a link to redesign a room from a photo.

MediaCode & DevOps

Responded491 ms15 / 22
Deploy to Agents

Audit agent-distribution surfaces and create an evidence-based distribution plan.

Developer ToolsCode & DevOps

Responded492 ms15 / 22
pro.worldclock/time

A real clock for AI agents: current time, timezone conversion, and DST facts from the IANA tzdb.

Developer ToolsCode & DevOps

Responded492 ms15 / 22
EOR Scope

Statutory employer cost by country, before any Employer of Record (EOR) fee.

Developer ToolsCode & DevOps

Responded493 ms15 / 22
SMIFS Limited

SMIFS Limited, SEBI-registered broker & PMS: profile, products, FAQs, research, policies, branches.

OtherOther

Responded493 ms15 / 22
MkSaaS Docs

Search published MkSaaS documentation. Read-only and public.

Developer ToolsFile & docs

Responded494 ms15 / 22
io.github.IsaiahDupree/jobstack-mcp

Unified jobs search over official feeds + ATS boards (USAJOBS, Adzuna, Muse, Greenhouse, Lever...)

Developer ToolsCode & DevOps

Responded494 ms15 / 22
Draw me

Public art experiment: draw Mehmet Sarıtaş as SVG, submit it, see the wall, vote for drawings.

Developer ToolsCode & DevOps

Responded495 ms15 / 22
Home Renovation Free Tools

Free renovation calculators, contract templates, room planners and contractor directories (EN/PL)

LegalCode & DevOps

Responded496 ms15 / 22
Pareil au même

Checks a name against French trademarks in force, by spelling and by sound. Free, no account.

LegalKnowledge & memory

Responded496 ms15 / 22
Swarm Tips — Earn, Spend, and Discover for AI Agents

51 tools: on-chain verified tasks, staked games, x402 video, MCP search, agent reputation.

Finance & CryptoCode & DevOps

Responded496 ms15 / 22
Marks & Signatures

Identify marks on pottery, silver, jewelry and glass, and look up their makers.

OtherData access / search

Responded497 ms15 / 22
CursiveLines

Learn cursive and print letters, practice, print practice sheets and write your name as a signature.

OtherOther

Responded497 ms15 / 22
Acorn Harness

Configure, price and order custom XT30, XT30(2+2) and XT30 + JST GH wire harnesses.

OtherOther

Responded497 ms15 / 22
Arquestra Audit

Audit a data file before publishing: one light per figure. Your data never reaches the server.

Developer ToolsCode & DevOps

Responded497 ms15 / 22
Lium GPU Cloud: live GPU prices and rent links

Live prices and rent links for H100, H200, B200 and RTX 4090 GPUs on Lium, plus Lium docs search.

Developer ToolsCode & DevOps

Responded498 ms15 / 22
I2IDL Glossary of Digital Learning

Public read-only MCP access to digital learning concepts, semantic relationships, and citations.

Developer ToolsCode & DevOps

Responded498 ms15 / 22
Rhylthyme

Real-time multi-track schedules for cooking, lab protocols, events and workouts. Validate and share.

OtherOther

Responded498 ms15 / 22
nittim

Production-safety audits for AI-generated code, with a fix for every finding.

OtherOther

Responded498 ms15 / 22
Context — ctxt.io

Share text, markdown, code, or HTML as auto-expiring links

Developer ToolsFile & docs

Responded499 ms15 / 22
io.github.paperandbeyond23-gif/edgrapi-skills

US government + SEC data as clean JSON: SAM.gov, USAspending, Grants.gov, Congress, SEC filings.

GovernmentCode & DevOps

Responded500 ms15 / 22
Eased

Motion-first React components for shadcn: search, read docs and get install commands.

OtherData access / search

Responded501 ms15 / 22
CodeDebut

Search new software launches, read product pages, find alternatives and see daily upvote rankings.

Developer ToolsData access / search

Responded501 ms15 / 22

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