World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 97 tools.
Runs in the cloud✓ service owner · worldmonitor.app
Openlayer
What it does
Inspect AI projects, traces, tests, and governance rules in Openlayer, and debug failing evals.
- Connects Runs in the cloud
- Account or key Sign in to the service when you connect (OAuth)
- Category Other
Install
Pick the AI app you use, then copy the settings.
Passed 4/4 checks · What you ask goes through the maker’s server (mcp.openlayer.com) · ✓ Commands checked Nov 13, 2026
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
Open Claude’s Connectors page
CustomizeConnectors
Click “Add” → “Custom” → “Web” and fill in these 2 fields
Copy each value into the field with the same name in Claude, then click Continue
Name · NameOpenlayerRemote MCP server URL · Addresshttps://mcp.openlayer.com/mcpClick Continue past the sign-in settings Claude detected · under Authentication choose what the maker says (Sign in now, Sign in when needed or No sign in), then click Add
Turn it on in a chat
+ConnectorsOpenlayer
Try it
Use Openlayer and tell me what you can do for me, then show me one thing✓ If Claude says it is using Openlayer or shows a Openlayer tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT, depending on your plan
Full MCP: ChatGPT Business, Enterprise or Edu on the web · Pro: connects with read/fetch permissions, so tools that change data may not work · Plus: not confirmed in OpenAI’s docs; if you see an add-custom-MCP option on the Plugins page you can try these steps · web only
Open ChatGPT’s add-MCP page on the web
Plugins+Add custom MCP server
Fill in the name and address
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Name · NameOpenlayerConnection · Addresshttps://mcp.openlayer.com/mcpPick Openlayer in a chat
Start a new chat and pick Openlayer from your plugins before typing
Try it
Use Openlayer and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Openlayer or shows a Openlayer tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Paste this command and press Enter
claude mcp add --transport http --scope user openlayer https://mcp.openlayer.com/mcpType /mcp in Claude Code
You should see Openlayer listed as connected
Try it
Use Openlayer and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Openlayer or shows a Openlayer tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Open the AI chat in Cursor in Agent mode
Try it
Use Openlayer and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Openlayer or shows a Openlayer tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Open the AI chat in VS Code in Agent mode
Try it
Use Openlayer and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Openlayer or shows a Openlayer tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
Address
https://mcp.openlayer.com/mcpJSON settings are under “For developers” below
For developers: Terminal commands and JSON settings
Over the web
Claude Code
claude mcp add --transport http --scope user openlayer https://mcp.openlayer.com/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"openlayer": {
"url": "https://mcp.openlayer.com/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"openlayer": {
"type": "http",
"url": "https://mcp.openlayer.com/mcp"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
At a glance
Which apps can use it
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Related guides
What it can do
The server asks you to sign in before it lists its tools.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 14, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain openlayer.com (the registry checks domain ownership)
- ✓ Pass
Still maintained
Code last changed yesterday
- – Not applicable
Has a licence
Not applicable: a cloud server run by the owner of openlayer.com; you don't run code from the repo
- ✓ Pass
Endpoint responds
Responded in 437 ms (HTTP 401)
- ✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Discussion
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
No posts yet. Be the first to ask or share.
Posts here are written by users, not the PopNx team.
User reviews
No reviews yet
Compared with others in Otheri
- More stars than 0% of the other 19709 servers in this category
- Published to the registry more recently than 63% of the other 19709 servers in this category
- Basic checks equal to or better than 100% of the other 19709 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Openlayer safe?
It passed 4 of 4 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed yesterday, and the latest version (0.16.1) reached the registry 25 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).
What can I use instead?
In the same category: World Monitor, Claude Flow, Windmill
Others in the same category
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Claude Flow
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Runs on your computer
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Openlayer Skills
Agent Skills that teach AI coding assistants (Claude Code, Cursor, GitHub Copilot, etc.) how to integrate apps with Openlayer — the AI evaluation and observability platform.
Coding agents produce significantly better results with the skill installed, because they are conditioned to follow Openlayer's current best practices instead of guessing from memory (outdated SDK calls, wrong env vars, invented test configs).
Skills
| Skill | Description |
|---|---|
| openlayer | Main skill. Instrument code with tracing (monitoring), set up offline openlayer.json + tests.json evals (development), create tests/guardrails, gate CI/CD, run the MCP fix-loop, and access data and docs. |
Installation
Claude Code plugin
claude plugin marketplace add openlayer-ai/openlayer-skillsclaude plugin install openlayer@openlayer
Cursor plugin
/add-plugin openlayerGitHub Copilot
GitHub Copilot reads .github/plugin/plugin.json and the same skills and .mcp.json as Claude Code.
In VS Code, add the marketplace to your settings.json, then install Openlayer from the Extensions view (search @agentPlugins):
{"chat.plugins.marketplaces": ["openlayer-ai/openlayer-skills"] }
In the Copilot CLI:
copilot plugin marketplace add openlayer-ai/openlayer-skillscopilot plugin install openlayer@openlayer
Other agents
Codex, Gemini CLI, Windsurf, opencode, and dozens more install through the skills CLI:
npx skills add openlayer-ai/openlayer-skills --skill "openlayer"For claude.ai, Copilot's cloud coding agent and code review, a manual symlink, or anything else, see the installation guide — it is the source of truth and stays current as these tools change.
Prerequisites
An Openlayer account and an API key:
export OPENLAYER_API_KEY=...self-hosted / local only:
export OPENLAYER_BASE_URL=https://api.openlayer.com/v1
Find your API key in the Openlayer app under Workspace settings → API keys (see https://docs.openlayer.com/workspace-and-projects/find-your-api-key).
Usage
Once installed, the agent uses the skill automatically when relevant — for example:
- Adding Openlayer tracing/monitoring to an LLM or agent app
- Setting up offline evals (
openlayer.json+tests.json) and pushing commits - Creating tests from the catalog and configuring guardrails
- Gating CI/CD on eval results
- Debugging failing tests via the Openlayer MCP fix-loop
- Querying projects, pipelines, test results, or looking up Openlayer docs
MCP server
The plugin also connects your agent to the hosted Openlayer MCP server at https://mcp.openlayer.com/mcp (US accounts on app.openlayer.com; this is the .mcp.json default). The first time a tool is used, you sign in to Openlayer with OAuth and pick a workspace. The agent can then read projects, data sources, traces, tests, results, and governance rules in that workspace, and create or update them when you ask. Write and delete tools ask for confirmation.
EU accounts (eu.openlayer.com) must use https://mcp-eu.openlayer.com/mcp. Each hosted MCP server only accepts tokens from its own region's API, so an EU account pointed at the US server fails OAuth. Outside the regional cloud hosts the default stays https://mcp.openlayer.com/mcp.
Tool calls go only to Openlayer's API. Nothing is sent anywhere else. See the privacy policy. Self hosted deployments should point the server at their own URL, as the MCP docs describe.
Feedback & Requests
Something not working as expected, or want a new use case covered? Open an issue at https://github.com/openlayer-ai/openlayer-skills/issues or email support@openlayer.com.