MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

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DiscoveryServer directory

Remote MCP servers

Find a server for your workflow, with connection evidence you can inspect.

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1826 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
ai.sellermate/amazon-ads

Ask your Amazon Ads account anything and act with guardrails. Remote MCP, OAuth, free to connect.

Marketing & SalesData access / search

Requires authNot measured5 / 22
com.aicontentdrop/ai-content-drop

Make AI videos, images, ads and short dramas from a description, priced first. Sign in to create.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
com.businessmcp/businessmcp

Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scoped per data class.

Marketing & SalesData access / search

Requires authNot measured5 / 22
com.digitalpublic/marketing-operations

Project-scoped marketing ops for agents: Bearer dpk_/dpa_ or OAuth, read and supervised write.

Marketing & SalesData access / search

Requires authNot measured5 / 22
com.getmunin/munin

Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics

Data & AnalyticsData access / search

Requires authNot measured5 / 22
com.superagnt/company-enrichment

superagnt: marketing plugin for Claude and ChatGPT. Find your customers: company size and funding.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/email-finder

superagnt: marketing plugin for Claude and ChatGPT. Find your customers: email finder and verifier.

Marketing & SalesCommunication & messaging

Requires authNot measured5 / 22
com.superagnt/facebook-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: competitor ads on Facebook.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/instagram-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: Instagram reels and hashtags.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/lead-enrichment

superagnt: marketing plugin for Claude and ChatGPT. Find your customers: people by role and company.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/linkedin-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: LinkedIn profiles and posts.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/reddit-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: Reddit threads and subreddits.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/seo-data

superagnt: marketing plugin for Claude and ChatGPT. Rank in search: Google rankings and keywords.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/social-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market across 7 social networks.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/superagnt

superagnt: marketing plugin for Claude and ChatGPT. Find customers through outbound, SEO and ads.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/tiktok-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: TikTok videos and creators.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/web-scraping

superagnt: marketing plugin for Claude and ChatGPT. Know your market: scrape and search the web.

Marketing & SalesBrowser & web scraping

Requires authNot measured5 / 22
com.superagnt/x-twitter-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: tweets and followers on X.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.superagnt/youtube-data

superagnt: marketing plugin for Claude and ChatGPT. Know your market: YouTube captions and comments.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22
com.zalize.leads/leadsleuth

B2B leads: scored buying signals from HN/Bluesky/GitHub with AI dossiers and outreach drafts.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22
io.github.48x-ai/marketbasketanalysis-mcp

Co-purchase intelligence and merchant ops tools for AI shopping, ecommerce, and B2B agents

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.abm-dev-git/abm-mcp

abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22
io.github.aymandakir-gh/piu-copy-mcp

GrowthHackers copywriting prompts (Meta/Google Ads, email, VSL) as MCP tools — search & generate.

Marketing & SalesCommunication & messaging

Requires authNot measured5 / 22
io.github.brilliantdirectories/brilliant-directories-mcp

Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22Not checked yet

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