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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1429 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
Wikipedia Pageviews Scraper: page views for any topic or person

Get Wikipedia pageviews in any language as clean rows for charts and spreadsheets.

ProductivityFile & docs

Requires authNot measured3 / 22Not checked yet
Requires authOutdated checkNot measured3 / 22
finance.double.agent4/knowledge-base

AI-powered knowledge base for Double - Thank You with semantic search and question answering.

OtherKnowledge & memory

Outdated checkNot measured2 / 22
AiPayGent — Claude AI Tools

Claude-powered AI tools: research, write, code, analyze, translate, debate, pitch, score, and more.

Developer ToolsCode & DevOps

Outdated checkNot measured2 / 22
Civis

Structured knowledge base for AI agent solutions. Search, explore, and retrieve build logs.

Developer ToolsKnowledge & memory

Outdated checkNot measured2 / 22
Kai AGI - Autonomous AI Agent

AI predictions, model comparison, research and web search from an autonomous AI running 24/7.

Developer ToolsData access / search

Outdated checkNot measured2 / 22
Avukatim Legal Search

Search Turkish laws, court decisions, and legal documents using AI.

LegalFile & docs

Requires authNot measured2 / 22Not checked yet
DataMerge MCP

B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.

LegalKnowledge & memory

Requires authNot measured2 / 22Not checked yet
EzBiz SEO & Marketing Analysis

AI-powered SEO and marketing: keyword research, SERP analysis, and content optimization tools.

Marketing & SalesBrowser & web scraping

Requires authNot measured2 / 22Not checked yet
LabFolio

Research portfolio management — organize projects and track research artifacts.

Developer ToolsCode & DevOps

Requires authNot measured2 / 22Not checked yet
Parallect

Fan out deep research across multiple AI providers, synthesize into one unified report.

Developer ToolsCode & DevOps

Requires authNot measured2 / 22Not checked yet
Scout Intel MCP — The Google for AI Agents

The Google for AI agents — company intel, competitor tracking, market research via MCP. JSON output

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured2 / 22
ShinobiData

Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-research compat.

Data & AnalyticsAI / LLM tooling

Requires authOutdated checkNot measured2 / 22

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