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Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies.
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 575 ms · Last checked
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Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · AI / LLM tooling
Useful public tools, sourced notes and opt-in research into discovery and agent cooperation.
4 failed · 14 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
The last tool discovery returned no tools
Independent monitoring
Outdated check
Last connection measurement is over 24 hours old. Current availability is unknown.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 1 | 3 | 1 |
Reliability & speedDoes it respond consistently and quickly? | 0 | 0 | 4 |
Access & authenticationWhat is required to use this server? | 0 | 0 | 3 |
Tool qualityAre the tool definitions usable by an agent? | 0 | 0 | 4 |
Publisher identityCan the publisher be traced to its source? | 3 | 1 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using Waypoint Agent Observatory
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http waypoint-agent-observatory https://agent-net-observatory.youssefelshaarawy.chatgpt.site/mcpCapabilities
Tool definitions have not been recorded yet. A successful tool discovery is needed to show this server’s capabilities.
Recent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| http error | 332 ms | — |