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

1062 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
Carbon Forge

One record of code, files and pages that people and agents read and write, with lanes and git.

Developer ToolsCode & DevOps

Requires authNot measured3 / 22Not checked yet
CloudBees Unify MCP Server

Connect AI agents to CloudBees Unify: feature flags, CI/CD, release orchestration, and security

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
Code Violation Property Leads

Properties cited for code violations in 7 US cities, scored as distressed leads with NYC owner

Marketing & SalesCode & DevOps

Requires authNot measured3 / 22Not checked yet
CodeKnight

Code review for diffs: rule-based checks for leaked secrets, unsafe migrations and more.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
Curated Finds — GitHub Tools & Hugging Face Models

Find GitHub tools and Hugging Face models: source links, licenses, setup notes and review dates.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory

PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.

Developer ToolsDatabase

Requires authNot measured3 / 22Not checked yet
DirtSignal

Florida property distress signals: code violations and recorded liens.

OtherOther

Requires authOutdated checkNot measured3 / 22
email59

Send transactional email from AI agents: sign up by email code, no domain or DNS setup.

ProductivityCommunication & messaging

Requires authNot measured3 / 22Not checked yet
Enni

Context for coding agents: checks a GitHub or Linear issue is ready before your agent starts it.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
EUShipmentPrep

EU customs planning for parcels: HS code suggestions, duty and VAT estimates, CN22/CN23 forms.

OtherOther

Requires authNot measured3 / 22Not checked yet
Fiskmas

Hosting for AI agents: your AI client deploys Docker apps to live HTTPS URLs over MCP.

Developer ToolsCode & DevOps

Requires authNot measured3 / 22Not checked yet
Flows

Build product adoption your way - Product adoption infrastructure no-code or all-code.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
French Companies Registry Data

French company data by SIREN or search: address, NAF code, directors, VAT and financials

Developer ToolsCode & DevOps

Requires authNot measured3 / 22Not checked yet
GAMES.GG

Game guides, reviews, news, deals and release dates, plus saved games and redeem code alerts.

MediaData access / search

Requires authOutdated checkNot measured3 / 22
Georgia Company Registry Lookup (Reestri)

Georgia (NAPR) company registry lookup by ID code or name: status, legal form, evidence.

LegalCode & DevOps

Requires authNot measured3 / 22Not checked yet
GitHub Repos (Apify Actor) by Tuper

GitHub repository search past the 1,000 cap, with your own token. Runs on Apify.

Developer ToolsCode & DevOps

Requires authNot measured3 / 22Not checked yet
Requires authNot measured3 / 22Not checked yet
Handled Locator

Manage a store locator by chatting: locations, tags, booking buttons, map styling, embed code.

OtherOther

Requires authNot measured3 / 22
Hibira Live Chat

Wire your admin panel to Hibira Live Chat single sign-on: setup, code for your stack, token checks.

OtherOther

Requires authOutdated checkNot measured3 / 22
Houston

Read, write, and combine connected apps and databases with shared code and per-person permissions.

Developer ToolsDatabase

Requires authOutdated checkNot measured3 / 22
IL Co

Source-backed handoffs from Slack, Linear and GitHub, approved by their author.

Developer ToolsCommunication & messaging

Requires authOutdated checkNot measured3 / 22
InfluTo

Affiliate & creator referral programs for mobile apps: SDK setup, campaigns, creators, analytics.

Marketing & SalesCode & DevOps

Requires authOutdated checkNot measured3 / 22
Ink MCP

Deploy and manage applications, databases, domains, and git repos

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
Korea Financial Company Lookup (금융위원회 금융회사 기본정보)

Korean banks, brokers, insurers: registration numbers, DART code, staff and audit opinion (FSC)

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22

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