Vector Panda

com.vectorpanda/database · v1.1.0 · data-and-databases

Vector Panda is up but requires authentication (oauth). It scores 48/100.

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

Endpoint: https://www.vectorpanda.com/api/mcp (streamable-http)

No repository listed · Website · JSON · Add to my inventory

Score 48/100

health	18 / 25
authEase	12 / 15
toolQuality	7.5 / 15
maintenance	5 / 15
adoption	0 / 10
usage	0 / 10
security	5 / 10

Scoring v0.3, computed 2026-10-15T02:36:22.716Z.

Reachable; handshake needs credentials so tools could not be listed
Tool quality not measurable behind auth: neutral half credit
GitHub signals are off for everyone: maintenance uses registry dates (half credit)
No source repository listed

Health history

Checked (UTC)	Status	Latency	Error
2026-10-14T22:40:42.843Z	Needs auth	2642	initialize: HTTP 401

Tools (0)

Tools are listed after a successful handshake.