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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1102 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
Framezone

Your life dashboard for AI: tasks, habits, goals, budgets, workouts, nutrition, journal, notes.

Data & AnalyticsData access / search

Outdated check347 ms12 / 22
Faceabot Geocoding

Address to coordinates and back, postal codes, worldwide (OpenStreetMap). Free, no key.

Data & AnalyticsData access / search

Outdated check357 ms12 / 22
Wheremind

Hosted MCP for live place search, geocoding & turn-by-turn routes. No Maps API key to manage.

Data & AnalyticsData access / search

Outdated check418 ms12 / 22
Harashsuq

Marketplace where AI agents buy prompt packs, workflows, personas, datasets and playbooks.

Data & AnalyticsAutomation & workflows

Outdated check434 ms12 / 22
Outdoors

US outdoor recreation: 37k+ trails, 30k+ campgrounds, parks, weather + wildfire safety. Read-only.

Data & AnalyticsData access / search

Outdated check436 ms12 / 22
Krawlup

SEO/AEO audits agents fix directly, free site reports, first-party cookieless analytics — via MCP.

Data & AnalyticsData access / search

Outdated check442 ms12 / 22
CitySignal AI

Live road, transit, weather, power and water signals for US cities, plus your own spots and routes.

Data & AnalyticsData access / search

Outdated check450 ms12 / 22
DataCrate360 Guides & Fixes

Search verified fixes and guides for data tools (Snowflake, dbt, Airflow, Spark…). Paste an error.

Data & AnalyticsDatabase

Outdated check460 ms12 / 22
Le Confidant

Statistics from your own WhatsApp chat analysis as numbers only, plus free WhatsApp text tools.

Data & AnalyticsCommunication & messaging

Outdated check474 ms12 / 22
Weather Forecast MCP

MCP server for current weather and multi-day forecasts worldwide, Chinese city names and output.

Data & AnalyticsData access / search

Outdated check504 ms12 / 22
American Adventurer Camps

US public-land camp records: free camps near a town, camp details, four-night trip plans, weather.

Data & AnalyticsData access / search

Outdated check510 ms12 / 22
Geobble

Geospatial workspace: manage sources and maps, run spatial analysis, and publish interactive maps

Data & AnalyticsData access / search

Outdated check512 ms12 / 22
Zinvyl Marketplace Agent Gateway

Match API, CSV, freight, analytics, and content needs to fixed-price services with authority gates.

Data & AnalyticsFile & docs

Outdated check540 ms12 / 22
ViralCat

Schedule and publish social posts across platforms, with drafts, media uploads and analytics.

Data & AnalyticsData access / search

Outdated check560 ms12 / 22
SellerFile for Walmart sellers

Walmart Marketplace seller profit, P&L and per-product metrics from SellerFile. Read-only.

Data & AnalyticsData access / search

Outdated check579 ms12 / 22
mitbbs.ai 华人空间 — Chinese News for AI Agents

Chinese-diaspora news and data for AI agents: news search, stories, markets, weather, visa info.

Data & AnalyticsData access / search

Outdated check600 ms12 / 22
cn.pianam/weather-mcp-china

MCP server for China weather: current conditions and multi-day forecast by city name or adcode.

Data & AnalyticsData access / search

Outdated check616 ms12 / 22
app.netlify.japan-data-mcp/japan-data-mcp

Japanese law, corporation & statistics data as MCP, normalized to English with source attribution.

Data & AnalyticsData access / search

Outdated check619 ms12 / 22
Pickrate

Agent analytics: which AI agents read your site, drove signups, and pick you over competitors.

Data & AnalyticsData access / search

Outdated check749 ms12 / 22
Orion Celestia Intel

Celestia network intelligence for AI agents: daily analysis, anomaly signals and DA metrics.

Data & AnalyticsData access / search

Outdated check836 ms12 / 22
Camping Australia

Search Australian campsites, caravan parks and free camps; weather, gear, road trips and booking.

Data & AnalyticsData access / search

Outdated check879 ms12 / 22
Atlasly

UK site research and worldwide CAD/GIS site context (DXF, GeoJSON, SVG) for architects

Data & AnalyticsData access / search

Outdated check906 ms12 / 22
Shruti Kaushik: Founder GTM Research

Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics.

Data & AnalyticsData access / search

Outdated check1105 ms12 / 22
com.tieoutly/site

Tieoutly: the site's own MCP server — dataset; every answer cites the site.

Data & AnalyticsData access / search

Outdated check1229 ms12 / 22

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