为构建 connector 的开发者提供可观测性
Observability for developers building connectors
Connector Observability and In-App Directory Submission | Claude
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- Observability for developers building connectors
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Observability for developers building connectors
_Developers can now monitor their connectors' performance across Claude products and submit connectors to the directory in-app._
[](https://claude.com/blog/observability-for-developers-building-connectors#)
[](https://claude.com/blog/observability-for-developers-building-connectors#)
- Category Product announcements
- Product Claude apps
- Date June 8, 2026
- Reading time 5 min
- Share Copy linkhttps://claude.com/blog/observability-for-developers-building-connectors
Monitor, debug, and improve connectors
Published connectors in the directory now have a dashboard showing how they’re performing across Claude product surfaces. Connector owners can use it to:
- Track adoption. Monitor active users, total tool calls, and directory rank over time.
- Diagnose errors and latency. See health score, error rates, and latency at a glance, with per-tool error breakdowns to pinpoint what's failing.
- Break down usage by product. Compare tool calls across Claude, Claude Code, Cowork, and more to understand where users are engaging.
_Stylized view of observability for connectors. Data is illustrative._
Available today in public beta. Find it in Claude underDirectory inOrganization settings. Requires Admin or Owner access on a Team or Enterprise plan. On Enterprise, Owners can also delegate access with a custom role that has the Directory management or Libraries permission.
Joining the directory
Connectors are built on theModel Context Protocol (MCP). There are over 300 third-party connectors in thedirectory, used by millions of people every day. If you wish to submit your MCP server to the directory, you can now do so directly in Claude.Learn more.
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- Help me develop a unique voice for an audience [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you help me develop a unique voice for an audience? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Improve my writing style [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you improve my writing style? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Brainstorm creative ideas [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you brainstorm creative ideas? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
Learn
- Explain a complex topic simply [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you explain a complex topic simply? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Help me make sense of these ideas [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you help me make sense of these ideas? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Prepare for an exam or interview [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you prepare for an exam or interview? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
Code
- Explain a programming concept [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you explain a programming concept? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Look over my code and give me tips [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you look over my code and give me tips? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Vibe code with me [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you vibe code with me? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
More
- Write case studies [](https://claude.com/blog/observability-for-developers-building-connectors#)
This is another test
- Write grant proposals [](https://claude.com/blog/observability-for-developers-building-connectors#)
Hi Claude! Could you write grant proposals? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to — like Google Drive, web search, etc. — if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.
Please execute the task as soon as you can - an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!
- Write video scripts [](https://claude.com/blog/observability-for-developers-building-connectors#)
this is a test
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