Connect RealWorldAPIs and your agent gets 1 tool, among them find_api_for_task. It answers at https://mcp.realworldapis.com/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 5 of 5 times since 12 September 2026; the last check, on 19 October 2026, succeeded.
Evidence-first registry of real-world APIs for AI agents, with verified metadata and comparison.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
find_api_for_task | Find and rank 100 audited APIs for natural-language physical-world tasks across weather, geospatial, IoT, robotics, mobility, logistics, energy and environment. Returns grounded fit scores plus Agent Readiness, MCP/OpenAPI support, authenti Inputs: task, requirements, limit |
Every block below points at https://mcp.realworldapis.com/mcp. Pick your client and copy.
claude mcp add --transport http realworldapis https://mcp.realworldapis.com/mcp
{
"mcpServers": {
"realworldapis": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.realworldapis.com/mcp"]
}
}
}{
"mcpServers": {
"realworldapis": {
"url": "https://mcp.realworldapis.com/mcp"
}
}
}{
"servers": {
"realworldapis": {
"type": "http",
"url": "https://mcp.realworldapis.com/mcp"
}
}
}{
"context_servers": {
"realworldapis": {
"url": "https://mcp.realworldapis.com/mcp"
}
}
}{
"mcpServers": {
"realworldapis": {
"serverUrl": "https://mcp.realworldapis.com/mcp"
}
}
}{
"mcpServers": {
"realworldapis": {
"url": "https://mcp.realworldapis.com/mcp"
}
}
}name: RealWorldAPIs
version: 0.0.1
schema: v1
mcpServers:
- name: RealWorldAPIs
type: streamable-http
url: https://mcp.realworldapis.com/mcp{
"mcpServers": {
"realworldapis": {
"httpUrl": "https://mcp.realworldapis.com/mcp"
}
}
}{
"mcpServers": {
"realworldapis": {
"type": "http",
"url": "https://mcp.realworldapis.com/mcp"
}
}
}{
"mcpServers": {
"realworldapis": {
"url": "https://mcp.realworldapis.com/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.realworldapis.com%2Fmcp&type=streamable_http&id=realworldapis&name=RealWorldAPIs
It answered our last check on 19 October 2026 in 141 ms. Over 5 checks since 12 September 2026 it answered 5. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by realworldapis.com and served from mcp.realworldapis.com, the vendor's own domain: https://mcp.realworldapis.com/mcp.
1, as returned by the server's own tools/list on 24 September 2026: find_api_for_task.
It answered our last check on 19 October 2026 in 141 ms. Over 5 checks since 12 September 2026 it answered 5.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.realworldapis.com/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: com.realworldapis. Endpoint host: mcp.realworldapis.com. ARD identifier: urn:air:com.realworldapis:mcp:realworldapis.
First indexed 12 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.