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mongodb-search-and-ai
mongodb/agent-skillsSkill
Covers everything about search in MongoDB: Atlas Search (full-text), Vector Search (semantic), and Hybrid Search. Use this skill for ANY question about MongoDB search, including open-ended and explanatory ones asked before the user has any data or use case — 'how does search work in MongoDB?', 'I'm new to MongoDB search, where do I start?', 'what's the difference between Atlas Search and Vector Search?', 'which search type should I use?', 'what is vector search?', 'how does automated embedding work?', 'can you explain hybrid search?'. Do not answer these from general knowledge; use this skill.
Why this score
This repo hosts 10 skills, so its 190 stars are split between them (about 19 each) for scoring.
Popularity score: 62/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 155bb9c4b42a, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onemongodb-search-and-ai mongodb/agent-skills · Skill | 62 | ★ 190 | ≈156 always | 16d ago |
| mongodb-mcp-v3-migration mongodb-js/mongodb-mcp-server · Skill Same job: databases, also for MongoDB | 82 | ★ 1.1k | ≈27 always | 16d ago |
| travel-search-and-booking-api-and-skills alibaba-flyai/flyai-skill · Plugin | 76 | ★ 1.3k | not measured | 2d ago |