[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-mongodb-kafka-to-asp":3,"mdc-ghpc0m-key":34,"related-repo-mongodb-kafka-to-asp":182,"related-org-mongodb-kafka-to-asp":192},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":29,"sourceUrl":32,"mdContent":33},"kafka-to-asp","migrate Kafka connectors to Atlas Stream Processing","Converts MongoDB Kafka managed connector configurations (MongoDbAtlasSource \u002F MongoDbAtlasSink) to equivalent Atlas Stream Processing processors. One-time migration workflow: reads connector JSON, validates it, maps fields to ASP pipeline stages, and creates connections and processors via the MongoDB MCP Server. Requires MongoDB MCP Server with Atlas API credentials.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"mongodb","MongoDB","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fmongodb.jpg",[12,14,17,20],{"name":9,"slug":8,"type":13},"tag",{"name":15,"slug":16,"type":13},"ETL","etl",{"name":18,"slug":19,"type":13},"Data Pipeline","data-pipeline",{"name":21,"slug":22,"type":13},"Migration","migration",10,"https:\u002F\u002Fgithub.com\u002Fmongodb\u002FASP_example","2026-07-16T06:02:02.15744",null,3,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"A set of examples and best practices for Atlas Stream Processing from the ASP Product Team","https:\u002F\u002Fgithub.com\u002Fmongodb\u002FASP_example\u002Ftree\u002FHEAD\u002FASP_tools\u002Fkafka-to-asp","---\nname: kafka-to-asp\ndescription: \"Converts MongoDB Kafka managed connector configurations (MongoDbAtlasSource \u002F MongoDbAtlasSink) to equivalent Atlas Stream Processing processors. One-time migration workflow: reads connector JSON, validates it, maps fields to ASP pipeline stages, and creates connections and processors via the MongoDB MCP Server. Requires MongoDB MCP Server with Atlas API credentials.\"\nmetadata:\n  version: 1.0.0\n  user-invocable: \"true\"\n---\n\nSee [commands\u002Fkafka-to-asp.md](commands\u002Fkafka-to-asp.md) for the slash command definition.\n\n## Installation\n\nCopy `commands\u002Fkafka-to-asp.md` to `~\u002F.claude\u002Fcommands\u002Fkafka-to-asp.md` to make `\u002Fkafka-to-asp` available globally, or to `.claude\u002Fcommands\u002Fkafka-to-asp.md` in any project for project-scoped use.\n\n## What it does\n\nAccepts one or more Kafka managed connector config files (or pasted JSON) and creates the equivalent Atlas Stream Processing resources:\n\n- **MongoDbAtlasSource** → `$source` (Atlas change stream) + `$emit` (Kafka topic)\n- **MongoDbAtlasSink** → `$source` (Kafka topic) + `$merge` (Atlas collection)\n\nUses the `mongodb:atlas-stream-processing` skill and MongoDB MCP tools under the hood.\n",{"data":35,"body":39},{"name":4,"description":6,"metadata":36},{"version":37,"user-invocable":38},"1.0.0","true",{"type":40,"children":41},"root",[42,58,65,102,108,113,169],{"type":43,"tag":44,"props":45,"children":46},"element","p",{},[47,50,56],{"type":48,"value":49},"text","See ",{"type":43,"tag":51,"props":52,"children":54},"a",{"href":53},"commands\u002Fkafka-to-asp.md",[55],{"type":48,"value":53},{"type":48,"value":57}," for the slash command definition.",{"type":43,"tag":59,"props":60,"children":62},"h2",{"id":61},"installation",[63],{"type":48,"value":64},"Installation",{"type":43,"tag":44,"props":66,"children":67},{},[68,70,76,78,84,86,92,94,100],{"type":48,"value":69},"Copy ",{"type":43,"tag":71,"props":72,"children":74},"code",{"className":73},[],[75],{"type":48,"value":53},{"type":48,"value":77}," to ",{"type":43,"tag":71,"props":79,"children":81},{"className":80},[],[82],{"type":48,"value":83},"~\u002F.claude\u002Fcommands\u002Fkafka-to-asp.md",{"type":48,"value":85}," to make ",{"type":43,"tag":71,"props":87,"children":89},{"className":88},[],[90],{"type":48,"value":91},"\u002Fkafka-to-asp",{"type":48,"value":93}," available globally, or to ",{"type":43,"tag":71,"props":95,"children":97},{"className":96},[],[98],{"type":48,"value":99},".claude\u002Fcommands\u002Fkafka-to-asp.md",{"type":48,"value":101}," in any project for project-scoped use.",{"type":43,"tag":59,"props":103,"children":105},{"id":104},"what-it-does",[106],{"type":48,"value":107},"What it does",{"type":43,"tag":44,"props":109,"children":110},{},[111],{"type":48,"value":112},"Accepts one or more Kafka managed connector config files (or pasted JSON) and creates the equivalent Atlas Stream Processing resources:",{"type":43,"tag":114,"props":115,"children":116},"ul",{},[117,145],{"type":43,"tag":118,"props":119,"children":120},"li",{},[121,127,129,135,137,143],{"type":43,"tag":122,"props":123,"children":124},"strong",{},[125],{"type":48,"value":126},"MongoDbAtlasSource",{"type":48,"value":128}," → ",{"type":43,"tag":71,"props":130,"children":132},{"className":131},[],[133],{"type":48,"value":134},"$source",{"type":48,"value":136}," (Atlas change stream) + ",{"type":43,"tag":71,"props":138,"children":140},{"className":139},[],[141],{"type":48,"value":142},"$emit",{"type":48,"value":144}," (Kafka topic)",{"type":43,"tag":118,"props":146,"children":147},{},[148,153,154,159,161,167],{"type":43,"tag":122,"props":149,"children":150},{},[151],{"type":48,"value":152},"MongoDbAtlasSink",{"type":48,"value":128},{"type":43,"tag":71,"props":155,"children":157},{"className":156},[],[158],{"type":48,"value":134},{"type":48,"value":160}," (Kafka topic) + ",{"type":43,"tag":71,"props":162,"children":164},{"className":163},[],[165],{"type":48,"value":166},"$merge",{"type":48,"value":168}," (Atlas collection)",{"type":43,"tag":44,"props":170,"children":171},{},[172,174,180],{"type":48,"value":173},"Uses the ",{"type":43,"tag":71,"props":175,"children":177},{"className":176},[],[178],{"type":48,"value":179},"mongodb:atlas-stream-processing",{"type":48,"value":181}," skill and MongoDB MCP tools under the hood.",{"items":183,"total":191},[184],{"slug":4,"name":4,"fn":5,"description":6,"org":185,"tags":186,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[187,188,189,190],{"name":18,"slug":19,"type":13},{"name":15,"slug":16,"type":13},{"name":21,"slug":22,"type":13},{"name":9,"slug":8,"type":13},1,{"items":193,"total":316},[194,211,223,237,249,262,275,292,299],{"slug":195,"name":195,"fn":196,"description":197,"org":198,"tags":199,"stars":208,"repoUrl":209,"updatedAt":210},"mongodb-atlas-stream-processing","manage MongoDB Atlas Stream Processing workflows","Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source\u002Fsink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[200,203,204,207],{"name":201,"slug":202,"type":13},"Data Engineering","data-engineering",{"name":18,"slug":19,"type":13},{"name":205,"slug":206,"type":13},"Database","database",{"name":9,"slug":8,"type":13},155,"https:\u002F\u002Fgithub.com\u002Fmongodb\u002Fagent-skills","2026-07-13T06:15:32.953796",{"slug":212,"name":212,"fn":213,"description":214,"org":215,"tags":216,"stars":208,"repoUrl":209,"updatedAt":222},"mongodb-connection","configure MongoDB client connections","Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working\u002Fupdating\u002Freviewing on functions that instantiate or configure a MongoDB client (eg, when calling `connect()`), configuring connection pools, troubleshooting connection errors (ECONNREFUSED, timeouts, pool exhaustion), optimizing performance issues related to connections. This includes scenarios like building serverless functions with MongoDB, creating API endpoints that use MongoDB, optimizing high-traffic MongoDB applications, creating long-running tasks and concurrency, or debugging connection-related failures.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[217,218,219],{"name":205,"slug":206,"type":13},{"name":9,"slug":8,"type":13},{"name":220,"slug":221,"type":13},"Performance","performance","2026-07-13T06:15:26.144554",{"slug":224,"name":224,"fn":225,"description":226,"org":227,"tags":228,"stars":208,"repoUrl":209,"updatedAt":236},"mongodb-mcp-setup","configure MongoDB MCP server","Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to MongoDB\u002FAtlas and don't have the credentials set up.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[229,232,235],{"name":230,"slug":231,"type":13},"Configuration","configuration",{"name":233,"slug":234,"type":13},"MCP","mcp",{"name":9,"slug":8,"type":13},"2026-07-16T06:00:24.26424",{"slug":238,"name":238,"fn":239,"description":240,"org":241,"tags":242,"stars":208,"repoUrl":209,"updatedAt":248},"mongodb-natural-language-querying","generate MongoDB queries from natural language","Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter\u002Fquery\u002Faggregate data in MongoDB, asks \"how do I query...\", needs help with query syntax, or discusses finding\u002Ffiltering\u002Fgrouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector\u002Fsemantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelines that involve write operations. Requires MongoDB MCP server.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[243,246,247],{"name":244,"slug":245,"type":13},"Data Analysis","data-analysis",{"name":205,"slug":206,"type":13},{"name":9,"slug":8,"type":13},"2026-07-16T06:02:02.491655",{"slug":250,"name":250,"fn":251,"description":252,"org":253,"tags":254,"stars":208,"repoUrl":209,"updatedAt":261},"mongodb-query-optimizer","optimize MongoDB queries and indexes","Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: \"How do I optimize this query?\", \"How do I index this?\", \"Why is this query slow?\", \"Can you fix my slow queries?\", \"What are the slow queries on my cluster?\", etc. Do not invoke for general MongoDB query writing unless user asks for performance or index help. Prefer indexing as optimization strategy. Use MongoDB MCP when available.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[255,256,259,260],{"name":205,"slug":206,"type":13},{"name":257,"slug":258,"type":13},"Debugging","debugging",{"name":9,"slug":8,"type":13},{"name":220,"slug":221,"type":13},"2026-07-13T06:15:44.51826",{"slug":263,"name":263,"fn":264,"description":265,"org":266,"tags":267,"stars":208,"repoUrl":209,"updatedAt":274},"mongodb-schema-design","design and optimize MongoDB schemas","MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on \"design schema\", \"embed vs reference\", \"MongoDB data model\", \"schema review\", \"unbounded arrays\", \"one-to-many\", \"tree structure\", \"16MB limit\", \"schema validation\", \"JSON Schema\", \"time series\", \"schema migration\", \"polymorphic\", \"TTL\", \"data lifecycle\", \"archive\", \"index explosion\", \"unnecessary indexes\", \"approximation pattern\", \"document versioning\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[268,271,272,273],{"name":269,"slug":270,"type":13},"Data Modeling","data-modeling",{"name":205,"slug":206,"type":13},{"name":9,"slug":8,"type":13},{"name":220,"slug":221,"type":13},"2026-07-16T06:00:24.782785",{"slug":276,"name":276,"fn":277,"description":278,"org":279,"tags":280,"stars":208,"repoUrl":209,"updatedAt":291},"mongodb-search-and-ai","implement Atlas Search and Vector Search","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.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[281,284,285,288],{"name":282,"slug":283,"type":13},"LLM","llm",{"name":9,"slug":8,"type":13},{"name":286,"slug":287,"type":13},"RAG","rag",{"name":289,"slug":290,"type":13},"Search","search","2026-07-16T06:01:58.645908",{"slug":4,"name":4,"fn":5,"description":6,"org":293,"tags":294,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[295,296,297,298],{"name":18,"slug":19,"type":13},{"name":15,"slug":16,"type":13},{"name":21,"slug":22,"type":13},{"name":9,"slug":8,"type":13},{"slug":300,"name":300,"fn":301,"description":302,"org":303,"tags":304,"stars":191,"repoUrl":314,"updatedAt":315},"tines","manage Tines security automation workflows","Use when creating, modifying, or managing Tines stories, actions, workflows, or automations. Also use when the user mentions Tines, asks about building SOAR workflows, or wants to automate security operations. Triggers on keywords like tines, story, action, webhook, workflow automation, SOAR.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[305,308,311],{"name":306,"slug":307,"type":13},"Automation","automation",{"name":309,"slug":310,"type":13},"Security","security",{"name":312,"slug":313,"type":13},"Workflow Automation","workflow-automation","https:\u002F\u002Fgithub.com\u002Fmongodb\u002Ftines-claude","2026-07-13T06:15:24.618317",9]