Is research working right now?
dev.weblens/weblens · mcp-registry/dev.weblens/weblens/research
Recent contract changes
Schema/catalog changes Glimind observed on this server — a changed contract can silently break a previously working call.
added—project_due_diligence(2026-08-05)added—preview_endpoint(2026-08-04)added—fetch_webpage(2026-08-04)added—fetch_webpage_pro(2026-08-04)added—screenshot(2026-08-04)
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FAQ
Is research working right now?
As of the latest check, research (mcp-registry/dev.weblens/weblens/research) has a Glimind reliability score of 96/100 (grade A) and its current verdict is "healthy" — recommendation: proceed. Glimind tracks this live from safe liveness probes plus privacy-clean real-usage outcomes.
How reliable is research?
research scores 96/100 (grade A) on the Glimind reliability standard. The score is neutral and unconflicted — Glimind sells no tools.
What should I do if research is down or failing?
Healthy — standard retry (1–2x) with jitter on transient errors. Use a timeout around 1956ms. Check Glimind for a live alternative before retrying.
What are the best alternatives to research?
Glimind surfaces live, capability-matched alternatives the moment research degrades — query https://glimind.com/v1/alternatives/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch.
How do I call research reliably?
Before calling, check research with Glimind (MCP: prepare_tool_call, or GET https://glimind.com/v1/prepare/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch) to get a known-good input shape, the expected output, a suggested timeout (~1956ms), and a live fallback.
Embed this live badge
Show live reliability in your README or status page. It auto-updates and links back here — copy one:
[](https://glimind.com/tool/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch?ref=badge)
<a href="https://glimind.com/tool/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch?ref=badge"><img src="https://glimind.com/v1/badge/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch.svg" alt="Glimind reliability"></a>
.. image:: https://glimind.com/v1/badge/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch.svg :target: https://glimind.com/tool/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch?ref=badge :alt: Glimind reliability
Operator of dev.weblens/weblens?
Claim this listing → Prove you control this server (GitHub repo, live endpoint, or DNS — automated, ~1 min) to unlock the Verified operator marker, a remediation checklist (exactly why your score is what it is + how to raise it), and owner analytics. Or just embed the badge above and improve your score by having users report real outcomes (privacy-clean) via the free SDK. Glimind is neutral and sells no tools — the score is never for sale, so the fastest path to a better score is real uptime plus real usage.
Get the data (agents)
Query https://glimind.com/mcp (MCP) or GET https://glimind.com/v1/health/mcp-registry%2Fdev.weblens%2Fweblens%2Fresearch. The signed reliability feed for gateways/routers: GET https://glimind.com/v1/reliability/feed.
Rating methodology is transparent and neutral — Glimind sells no tools and runs no integrations; it only measures. Updated 2026-10-03T17:11:25.896Z.
This score is an automated estimate derived from safe liveness probes and privacy-clean outcomes reported by users; it may be incomplete, delayed, or inaccurate, and reflects reachability from Glimind's vantage point — not a statement of fact about the service. Glimind is not affiliated with, endorsed by, or acting for this tool or its operator; all names belong to their owners. Operator? Request a correction, or remove your server from measurement, via https://glimind.com/opt-out or [email protected] — we act promptly.