
Mongodb Search And Ai
mongodb/agent-skills/plugins/mongodb/skills/mongodb-search-and-aiby mongodb1e72df255e54e81eff078054c2cfb2b5d8c13503Apache-2.0190 starsListed Oct 9, 2026Updated Oct 9, 2026Repository updated today
Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality for text-based queries (autocomplete, fuzzy matching, faceted search), semantic similarity (embeddings, RAG applications), or combined approaches. Also use when users need text containment, substring matching ('contains', 'includes', 'appears in'), case-insensitive or multi-field text search, or filtering across many fields with variable combinations. Provides workflows for selecting the right search type, creating indexes, constructing queries, and optimizing performance using the MongoDB MCP server.
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Paste this prompt into Claude Code, Codex, Cursor or another agent that can run commands — or into SourceWeft chat. The agent reads this skill's install guide, shows you its source, license and scripts, and installs it with the SourceWeft CLI once you agree.
Read https://sourceweft.com/skills/gh-mongodb-agent-skills-mongodb-search-and-ai-plugins-mongodb-skills-mongodb-search-and-ai-915064310ee01653/install.md and install the skill it describes. Before installing, show me its source, license and whether it ships scripts, and wait for my OK. Ask me before changing anything else on my machine.Install it yourself from a terminal
For Claude Code, Codex, Cursor and other local agents. The SourceWeft CLI fetches the skill from its source repository at the commit scanned here, and verifies every file against the hashes recorded when the skill was scanned. If anything differs, nothing is written.
npx @sourceweft/cli skills install @mongodb/mongodb-search-and-ai-plugins-mongodb-skillsAdd --agent claude-code, codex, cursor or universal to choose which agent gets it (Claude Code by default).
Upstream installer — not verified by SourceWeft
The open-source skills installer fetches the same pinned commit, but does not check the files against the hashes SourceWeft recorded.
npx skills add https://github.com/mongodb/agent-skills/tree/1e72df255e54e81eff078054c2cfb2b5d8c13503/plugins/mongodb/skills/mongodb-search-and-aiSource and attribution
Source:mongodb/agent-skillsinplugins/mongodb/skills/mongodb-search-and-aiat commit1e72df2
License: Apache-2.0
Content belongs to its original authors. SourceWeft indexes it from a public repository.
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