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

2227 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
MyBestAngle

Professional profile photos and headshots from your own selfies.

MediaAI / LLM tooling

Requires authNot measured4 / 22
MyMemory

Long-term memory for Claude, ChatGPT, Cursor: search, save and organize notes, links, docs, videos.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Mynto — AI-regnskapsfører for norske selskaper

Norsk regnskap i Claude: bokføring, MVA, lønn og Altinn — spør på vanlig norsk.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
myself.md

Owner-approved health, screen time and location data for AI agents.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
NanoPic

Generate and edit images (PNG, transparent, GIF, SVG) with GPT Image and Nano Banana models.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
NativeAds

AI ad creative generation: brands, Brand DNA, asset uploads, image and video generation.

MediaAI / LLM tooling

Requires authNot measured4 / 22
NEM Explorer (ScadaMiner)

Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, interconnectors, bids.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
NetSuite MCP by superglue

Read and write NetSuite and run SuiteQL from Claude or ChatGPT. Write tools flagged for approval.

Developer ToolsAI / LLM tooling

Requires authNot measured4 / 22
Neural Analog

Import, restore, master, split, transcribe, and download audio with Neural Analog.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Neurall

AI image, video and audio generation for agents: banners, reveal videos, avatars, voice cloning.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
NeuroViz — AI Jewelry Photography

AI jewelry photography: retouching, virtual try-on, and product video generation.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Nexin

Content assistant that learns your brand and runs Instagram, Threads, X, YouTube, Pinterest, blog.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Nexus

Calorie, workout and body-weight log inside ChatGPT and Claude. Log meals by text, photo or voice.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Nightspar

Save words from your AI chats as spaced-repetition flashcards, with meanings, IPA and audio.

MediaAI / LLM tooling

Requires authNot measured4 / 22
NinjaChat MCP

Create images & video from any MCP agent — 17 models, spend limits, one URL.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
No Errands Prints

Order photo prints, canvas, T-shirts and mugs from photos, made by a lab and posted in the US.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Noetix

Your company's knowledge for Claude Code, Cursor and Codex, with cited answers and procedures.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Nordsynk — Fortnox MCP

Hosted MCP server for Fortnox. Connect Claude, ChatGPT, Cursor to live Fortnox via OAuth.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
North Noir: AI-Drawn Video Studio

Make AI-drawn video from chat: your LLM draws every frame in code; add narration, music and SFX.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Nowen

Research companies with an AI advisor, run vendor comparisons, and generate ranked business ideas.

OtherAI / LLM tooling

Requires authNot measured4 / 22
NudgeLink

LinkedIn outreach in Claude or ChatGPT: campaign stats, replies, leads, drafts. Never sends.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22
Nutrition by Pack4Back

Log meals, water, and weight to Garmin Connect from Claude or ChatGPT.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
OCR-AI

Hebrew and English OCR for PDFs and images: text, key fields and tables, page by page.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
oganvil — OG (Open Graph) Image Generation API

Generates 1200x630 OG social preview images (PNG/SVG). Tools: generate_og_image, get_quota.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet

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