MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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

976 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
ElevenFlo MCP

Court-grounded Chapter 11 bankruptcy research over hosted remote MCP

LegalKnowledge & memory

Requires authNot measured5 / 22
Engram

Persistent, verbatim, searchable memory for AI assistants — one memory across every MCP client.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22
Faroz

Kids' education platform (ages 8-17): build courses, lessons, exercises, games; review homework.

EducationKnowledge & memory

Requires authOutdated checkNot measured5 / 22
Fermat 360

Dutch legal AI for law firms: answers from Dutch case law, legislation and EU law, with citations.

LegalKnowledge & memory

Requires authOutdated checkNot measured5 / 22
FlowLeap Patent AI

EPO/USPTO search, citations, OCR, plus PATSTAT Portfolio Analytics, guarded SQL and Graph Analytics.

LegalKnowledge & memory

Requires authNot measured5 / 22
FRTracker — Federal Regulatory Research

Source-linked US federal regulations: CFR provision history, obligations, rules, comments.

LegalKnowledge & memory

Requires authNot measured5 / 22
Gagarin Cloud

Your agent ships the app. Alerts, logs, project memory and approval-gated deletes come with it.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22
GetLawED — Verified South African Law

Search official South African law, quote the exact section and check case citations.

LegalKnowledge & memory

Requires authNot measured5 / 22Not checked yet
Giljo HQ

Context engineering for AI coding agents: product context, project missions, and 360 memory.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22
gjalla

Hosted self-curating shared memory that keeps your agents working like a high-performing team

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22Not checked yet
Harny Context

Per-user memory, connected accounts, permitted actions and the action record for your agents.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22Not checked yet
imzala.net — Türk içtihat arşivi

Turkish case law, updated daily: 11.5M decisions, citation check, statute map, deep research.

LegalKnowledge & memory

Requires authOutdated checkNot measured5 / 22
inbrix

AI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base over MCP.

Developer ToolsKnowledge & memory

Requires authOutdated checkNot measured5 / 22
IndiaCos

Indian company, LLP, GST, PAN, director and court-case records for KYB, due diligence and leads

LegalKnowledge & memory

Requires authNot measured5 / 22
innernet

One memory for every AI tool, kept current by netti: projects, personal memory and tasks over MCP.

Developer ToolsKnowledge & memory

Requires authOutdated checkNot measured5 / 22
Kognite

Hosted agent memory: store, search, and recall facts across sessions from any MCP client.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22
Korely Memory

Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22Not checked yet
kvasir — verifiable German, Austrian, Swiss & EU law

Resolve, search and verify legal citations against the official sources, with provenance.

LegalKnowledge & memory

Requires authNot measured5 / 22Not checked yet
Kythene

Your AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

OtherKnowledge & memory

Requires authNot measured5 / 22
LearnOS

Hosted MCP for LearnOS: search courses, lesson citations, flashcards and notes from any MCP client.

EducationKnowledge & memory

Requires authNot measured5 / 22
Levirge Brain

Shared MCP memory for AI agents: knowledge base, skills, todos and agent-to-agent handoffs.

ProductivityKnowledge & memory

Requires authNot measured5 / 22
LexAtlas

Current law as data for AI: search, read and verify statutes and citations. CIS countries first.

LegalKnowledge & memory

Requires authNot measured5 / 22
Listspace

Project memory for AI agents: read and keep the user's Listspace boards up to date.

Developer ToolsKnowledge & memory

Requires authNot measured5 / 22
Little Mapper

Shared memory for company work across the AI assistants people already use. Free to use.

OtherKnowledge & memory

Requires authNot measured5 / 22

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