GlanceAI: MCP server, CLI and agent surfaces
Sign-in required, tools not seen, not counted. The MCP endpoint listed for GlanceAI at glance.com answered 401 with OAuth metadata on 4 November 2026. Its tools can be listed only after a person authorizes a client, and this directory never signs in.
Fact sheet
| Company | GlanceAI (registry title: GlanceAI Fashion MCP) |
|---|---|
| Domain | glance.com |
| Category | Developer Tools (assigned by this directory from the registry description) |
| MCP server | Sign-in required (OAuth with client registration) |
| Tranco rank | 5,803 on the list of 4 November 2026 |
| Ora score | none: Ora returned no cached score for glance.com when asked on 5 November 2026 |
| Company found through | the official MCP Registry |
| Last verified | 4 November 2026 |
MCP server
| Endpoint | https://glance.com/mcp |
|---|---|
| How it was found | listed in the official MCP Registry |
| Transport | streamable-http |
| HTTP status | 401 |
| Connected | 4 November 2026, 20:01 UTC |
| Handshake time | 1,744 ms over 1 attempt |
The endpoint answered the handshake with a sign-in challenge, so the tool list is not visible to this directory. It is not counted as an MCP server: a sign-in challenge is its own state, and the connector listed no tools.
Connector log
2 connections on 4 November 2026, read-only methods only
- 19:56:10Z https://glance.com/mcp sent initialize result auth-required (HTTP 401) 1115 ms
- 20:01:48Z https://glance.com/mcp sent initialize result auth-required (HTTP 401) 1744 ms
Authentication
| Auth type | OAuth with client registration |
|---|---|
| What the challenge said | Bearer resource_metadata="https://ember.ailooks.glance.com/.well-known/oauth-protected-resource" |
| Protected resource metadata | ember.ailooks.glance.com |
| Authorization server metadata | ember.ailooks.glance.com |
| Registration endpoint | https://ember.ailooks.glance.com/register |
The sign-in route, step by step
- Request
https://glance.com/mcpwithout a token. It answers 401 and aWWW-Authenticateheader. - Read the protected resource metadata at
https://ember.ailooks.glance.com/.well-known/oauth-protected-resourceto find the authorization server. - Register a client at the registration endpoint
https://ember.ailooks.glance.com/register(dynamic client registration), so no human has to create an app first. - Send a person through the authorization page, then retry the endpoint with the bearer token. The connector stops after step 2 and never authorizes.
See OAuth for MCP: client ID metadata documents and dynamic registration for how each route works.
CLI
No CLI is on record for GlanceAI. The directory checks a package only where a source names one, so this is a floor: a company can ship a command line that no source read for this edition mentions. See shipping a CLI agents can use.
Other agent surfaces
| Surface | Result |
|---|---|
| OpenAPI file | No OpenAPI file at the root paths checked. |
| WebMCP in the initial HTML | Not detected on the home page by the shared crawl. |
| MCP discovery file | Found: glance.com/.well-known/mcp.json answered with a valid document in the shared crawl. |
| A2A agent card | Found: glance.com/.well-known/agent-card.json answered with a valid document in the shared crawl. |
| A2A agent card (older path) | Found: glance.com/.well-known/agent.json answered with a valid document in the shared crawl. |
| agents.json | Not found (the crawl got a non-200 answer). |
| OAuth authorization server metadata | Found: glance.com/.well-known/oauth-authorization-server answered with a valid document in the shared crawl. |
| NLWeb endpoint | Not checked in this edition. |
Registry listings
| Registry | Listed |
|---|---|
| Official MCP Registry | Yes: com.glance/glanceai-fashion |
| GitHub MCP Registry | No |
| awesome-remote-mcp-servers | No |
| Smithery | Not checked: Smithery's listing pages and search API were unavailable on 4 November 2026. |
| Glama | Not checked: Glama's API needs a key and attribution terms. |