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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1055 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
app.rombik/rombik

Code → ДСТУ/GOST 19.701-90 (ISO 5807) flowcharts: 10 languages, 8 export formats, OAuth

OtherOther

Requires authOutdated checkNot measured4 / 22
com.freeelatech/oneda

Persistent, governed institutional memory for Claude Code — specs, decisions, learnings.

OtherKnowledge & memory

Requires authNot measured4 / 22Not checked yet
com.qronoplay/qronoplay

QR-code marketing games and contests: campaigns, prizes, QR codes, winners, stats. GDPR-native (EU).

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
com.tonpit/tonpit

Video production studio for AI agents: AI media, motion graphics as code, timeline and export.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
io.github.jaylee7777/daemoon

One PAT, any MCP agent: Vercel, GitHub, Cloudflare, Supabase, GCP — unified dev infra gateway.

Developer ToolsDatabase

Requires authNot measured4 / 22Not checked yet
io.github.MattStellisoft/stellify-mcp

Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
io.github.outturndev/chartwire

Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
io.github.PhoenixFeuer32/claude-context-bridge

Share context and questions between Claude instances — VS Code, claude.ai web, and mobile.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
io.github.seunghan91/ainote

Agent-native notes, tasks, dev-docs, vaults, sync & handoffs. MCP + OpenAPI dual surface.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
io.github.sumanaddanki/suma-memory

Persistent memory for Claude Code and Cursor. Stop re-explaining your project every session.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
io.github.Whitemarmot/copyright01

Copyright deposit API — protect code, text, and websites with Berne Convention proof

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
io.weavz/weavz

Governed app access for AI agents: 1,000+ apps & 12,000+ tools via Code Mode MCP.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
vn.com.finhay/finhay-mcp

Vietnam stock market data & portfolios via Finhay Securities OpenAPI.

Finance & CryptoData access / search

Requires authOutdated checkNot measured4 / 22
21st.dev

Find UI components and themes, retrieve code, and generate with hosted 21st AI when enabled.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
Agentic Pipeline

Agent-native CI/CD: follow a push to live deploy, diagnose failing stages, prove fixes, rerun.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
AgentSEO

Live SEO workflow tools for Claude Code, Codex, and AI agents.

Marketing & SalesAutomation & workflows

Requires authNot measured4 / 22Not checked yet
AgentSpace

Give your agent a persistent workspace: files, a code sandbox and a public URL to publish to.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
Alwen

One memory for every AI you work with: your rules, notes and decisions in your own Git repo.

ProductivityKnowledge & memory

Requires authNot measured4 / 22
APIMock

Hosted mock APIs: endpoints, stateful CRUD resources, OpenAPI import, request debugging, faults.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
AppWizzy Projects

Create and monitor AppWizzy app environments from GitHub or ZIP with AI agents.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22
ArchGraph

Code intelligence platform for AI agents. 20 tools for architecture, security & impact analysis.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
Arkame Backup

Backups of servers, Docker and Zimbra to your own S3. Restore by chat; changes need 2FA approval.

Developer ToolsCode & DevOps

Requires authNot measured4 / 22Not checked yet
Arlet

Create, deploy, and operate MCP servers directly from your GitHub repositories.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
Artifactry

Search, read and save your team's AI-generated work in Artifactry: code, documents and diagrams.

OtherFile & docs

Requires authNot measured4 / 22

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