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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1052 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
io.github.freeappstore-online/mcp

AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.githunt-agent/githunt-mcp

Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.hassanahashish-design/agent-signals-mcp

Hiring, SEC, research papers, GitHub & Hacker News as JSON for AI agents. Pay-per-result on Apify.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.jinhsueh/maacgo-mcp

Taiwan SMS MCP server for Claude Code, Codex and Cursor. NCC-compliant, 30 free SMS on signup.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.jyswee/authshore

Auth infrastructure for coding agents. User pools, secrets vault, token management. As easy as git.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.nerdydata/mcp

Search websites by source code, technology stack, analyze domains, and download lead lists.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.Prophet-git/one-brain

Shared memory for a team in Claude Code: what one person records, everyone has.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.yasaminfayyaz/milatexai

Edit your Overleaf LaTeX projects from Claude and ChatGPT; every change is a real Git commit.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
3Dsellers

Run eBay, Amazon, Walmart, Etsy and Shopify stores from your AI assistant. 120+ tools, no code.

E-commerceData access / search

Requires authOutdated checkNot measured5 / 22
Agent Channel

One identity across Claude Code, Codex, Cursor, Gemini, Windsurf: shared inbox and handoffs.

Developer ToolsCommunication & messaging

Requires authOutdated checkNot measured5 / 22
Agent Data Co

Daily AI-ecosystem data: GitHub AI/MCP repos, MCP registry, HF trending, LLM pricing, with history.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
AgentDrive

Capture coding-agent sessions and resume them in any other agent: Claude Code, Codex, Cursor, more.

Developer ToolsAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Ankra

Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and security, with OAuth.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
API operation

Read one operation from a public OpenAPI document: method, path, and required fields.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
Axis

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Bee: Quantum Intelligence

Bee governed intelligence for chat, code, research, documents, and memory.

Developer ToolsFile & docs

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Bitrise

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
blitz.cloud

Host apps in the EU from your assistant: App Store, Docker, GitHub, databases, logs.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Blowhorn - AI Native Social Media Management

Social media and marketing management for LinkedIn, X, Reddit, Hacker News, Bluesky, Slack, GitHub

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured5 / 22
Bridge Town

Build financial models as code. Cloud execution, GSheets MCP, version control, collaboration.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
briq

Give your agent its own cloud: Postgres, Redis, a sandbox or any Docker image, in one MCP call.

Developer ToolsDatabase

Requires authOutdated checkNot measured5 / 22
Canadian Grocery Prices for AI Agents (Yugenox)

Canadian grocery prices by postal code: Loblaw banners, Instacart, Costco and Flipp weekly flyers.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
China Company Registry & USCC Lookup

Chinese company search by English or Chinese name and Unified Social Credit Code (USCC).

Developer ToolsData access / search

Requires authNot measured5 / 22

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