[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-mongodb-mongodb-mcp-setup-en":3,"guides-for-mongodb-mongodb-mcp-setup":512,"similar-k1798fc1hmtx3bmdgwyn3fet2d86mzt5-en":513},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":241,"isFallback":226,"parentExtension":245,"providers":301,"relations":305,"repo":306,"tags":509,"workflow":510},1778694149049.347,"k1798fc1hmtx3bmdgwyn3fet2d86mzt5",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"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/Atlas and don't have the credentials set up.",{"claudeCode":12},"mongodb/agent-skills","mongodb-mcp-setup","https://github.com/mongodb/agent-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":224,"workflow":239},1778694262565.35,"kn758m9g4tqzhme7zvk92jja8d86mayq","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"promptVersionExtension":204,"promptVersionScoring":205,"purpose":206,"rationale":207,"score":208,"summary":209,"tags":210,"targetMarket":217,"tier":218,"useCases":219},[21,26,29,32,36,39,43,47,50,53,57,61,65,69,72,75,78,81,84,87,91,95,99,103,107,110,114,117,121,124,127,130,133,136,139,143,147,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly identifies the problem of configuring MongoDB MCP server options and credentials, specifically when users have it installed but unconfigured or need help connecting to MongoDB/Atlas.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill provides a structured, step-by-step guide for configuring the MongoDB MCP server, offering tailored instructions based on the user's environment and clarifying authentication options, which goes beyond basic prompt capabilities.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill covers the complete lifecycle of configuring the MongoDB MCP server, including detecting the client environment, checking existing configurations, presenting options, guiding through credential setup, and verifying the setup, making it ready for production workflows.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill is focused solely on guiding users through the setup and configuration of the MongoDB MCP server and its authentication methods, adhering to a single responsibility.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the skill's purpose of guiding users through MongoDB MCP server configuration and connection setup.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The skill utilizes narrow, specific commands for environment checks and configuration steps, such as `env | grep` and `grep`, rather than a single generalist tool.",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","All configuration options (environment variables like MDB_MCP_CONNECTION_STRING, MDB_MCP_API_CLIENT_ID, MDB_MCP_API_CLIENT_SECRET, MDB_MCP_READ_ONLY) are documented with clear instructions on how to set them for different clients and scenarios.",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","The commands used within the skill, such as `env | grep`, `grep`, `source`, and `chmod`, are standard shell commands and are descriptively named for their function.",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","The skill uses standard shell commands for environment checks and configuration, requesting only the necessary information for setup and not exposing extraneous data.",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","The extension is licensed under the Apache-2.0 license, clearly indicated by the bundled LICENSE file, which is a permissive open-source license.",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","The latest commit was on May 11, 2026, which is within the last 90 days, indicating active maintenance.",{"category":58,"check":62,"severity":63,"summary":64},"Dependency Management","not_applicable","The skill does not appear to use any third-party dependencies beyond standard shell commands.",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","The skill explicitly states that it never asks for or handles credentials, directing users to add them to their shell profile or client config, thus preventing secret leakage.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill only executes standard shell commands for environment checks and configuration, and all instructions are bundled within the repository, with no runtime loading of untrusted third-party data.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill relies solely on bundled shell commands and does not fetch any external content at runtime, eliminating the risk of transitive supply-chain attacks.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill uses standard shell commands that operate within the user's environment and project scope, with no indication of attempting to modify files outside of the specified configuration areas.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were found in the skill's execution of standard shell commands.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill does not send any user data or credentials to a third party; it only guides the user in setting up local environment variables.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The bundled content is free of hidden-steering tricks, and descriptions are clean printable ASCII.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's execution relies on plain, readable shell scripts and commands, with no obfuscation techniques like base64 encoding or runtime fetching.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill uses relative paths and standard environment variable conventions, and explicitly mentions configuration file paths for different operating systems, avoiding rigid structural assumptions.",{"category":96,"check":97,"severity":24,"summary":98},"Trust","Issues Attention","There are 0 open and 0 closed issues in the last 90 days, indicating no active issues or a very new/stable project.",{"category":100,"check":101,"severity":24,"summary":102},"Versioning","Release Management","The repository uses a meaningful commit hash (HEAD) and the `pushedAt` date indicates recent activity, although a formal versioning scheme like semver is not explicitly declared in frontmatter or tags.",{"category":104,"check":105,"severity":24,"summary":106},"Execution","Validation","The skill relies on standard shell command validation and user input guidance, without needing explicit schema validation for complex parameters.",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","The skill is purely for configuration and does not perform any destructive operations.",{"category":111,"check":112,"severity":24,"summary":113},"Code Execution","Error Handling","The skill uses standard shell commands which provide non-zero exit codes on failure, and the script provides clear instructions for troubleshooting.",{"category":111,"check":115,"severity":63,"summary":116},"Logging","The skill is primarily interactive and does not perform actions that necessitate a persistent audit log.",{"category":118,"check":119,"severity":24,"summary":120},"Compliance","GDPR","The skill does not operate on personal data; it guides users to configure environment variables, which do not inherently contain personal data unless manually entered by the user.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The skill is globally applicable as it guides the configuration of environment variables and provides instructions for different operating systems and clients without regional restrictions.",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","The skill uses standard POSIX shell commands and provides instructions for different operating systems (macOS/Linux and Windows) and shells (bash, fish, PowerShell), ensuring broad compatibility.",{"category":44,"check":128,"severity":24,"summary":129},"README","The README file exists, clearly states the purpose of the MongoDB Agent Skills collection, and provides installation instructions for various platforms.",{"category":33,"check":131,"severity":63,"summary":132},"Tool surface size","This is a single-tool skill focused on configuration, not an extension with multiple exposed tools.",{"category":40,"check":134,"severity":24,"summary":135},"Overlapping near-synonym tools","The skill uses standard, distinct shell commands for its operations, with no overlapping or near-synonym tools.",{"category":44,"check":137,"severity":24,"summary":138},"Phantom features","All advertised features, such as guiding through connection string or service account setup, have corresponding implementations in the skill's instructions and command usage.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","The README provides comprehensive installation instructions for various platforms (Claude, Cursor, Codex, Gemini, Copilot CLI, Vercel, local) and mentions the `mongodb-mcp-setup` skill for configuration.",{"category":144,"check":145,"severity":24,"summary":146},"Errors","Actionable error messages","The skill provides clear troubleshooting steps and directs users to specific configuration files or commands to resolve potential issues, such as unrecognized variables or incorrect paths.",{"category":104,"check":148,"severity":24,"summary":149},"Pinned dependencies","The skill relies on standard shell commands and does not have external dependencies that require pinning. Any bundled scripts would be considered part of the extension itself.",{"category":33,"check":151,"severity":63,"summary":152},"Dry-run preview","The skill is purely for configuration and does not have state-changing operations that would require a dry-run preview.",{"category":154,"check":155,"severity":63,"summary":156},"Protocol","Idempotent retry & timeouts","The skill operates locally via shell commands and does not involve remote calls or state-changing operations requiring idempotency or timeouts.",{"category":118,"check":158,"severity":24,"summary":159},"Telemetry opt-in","The skill does not emit any telemetry; its purpose is solely to guide user configuration.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The skill precisely guides users through configuring MongoDB MCP server options, specifying when to use it (unconfigured server, connection issues) and covering multiple authentication methods.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter is concise and clearly states the skill's purpose and when to use it, avoiding keyword stuffing.",{"category":44,"check":167,"severity":24,"summary":168},"Concise Body","The skill body is well-structured and under 500 lines, with detailed steps and command examples.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","The skill outlines the overall flow and provides detailed steps and commands inline, without needing further progressive disclosure to external files.",{"category":170,"check":174,"severity":63,"summary":175},"Forked exploration","The skill is a direct configuration guide and does not involve deep exploration or code review that would necessitate forked context.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The skill provides clear, copy-pasteable command examples for environment checks and credential setup for various clients and authentication methods.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The skill handles edge cases such as existing configurations, different client types (shell-based vs. Codex), and provides clear recovery steps for troubleshooting.",{"category":111,"check":183,"severity":63,"summary":184},"Tool Fallback","The skill uses standard shell commands and does not rely on an external MCP server or specific tooling that would require fallback mechanisms.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The skill guides users through verifying existing configurations and provides clear instructions if pre-state is unexpected, halting the setup process if necessary.",{"category":92,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The skill is self-contained and does not implicitly rely on other skills; it focuses solely on MCP server configuration.",1778694262380,"This skill guides users through the process of setting up and configuring the MongoDB MCP server. It covers detecting the user's environment, checking existing configurations, presenting authentication options (Connection String, Service Account Credentials, Atlas Local), and providing step-by-step instructions for setting environment variables or configuration files.",[195,196,197,198,199],"Guides through MongoDB MCP server configuration","Detects user's agentic client type (shell-based vs. Codex)","Supports Connection String, Service Account, and Atlas Local authentication","Provides clear instructions for setting environment variables and config files","Includes troubleshooting steps for common issues",[201,202,203],"Handling or storing user credentials directly.","Configuring aspects of the MongoDB server beyond authentication and essential environment variables.","Automating the MongoDB Atlas account creation process (only guides user through it).","3.0.0","4.4.0","To enable users to easily configure their MongoDB MCP server for agentic workflows by providing clear, step-by-step guidance tailored to their environment and chosen authentication method.","All checks passed with high severity, indicating a well-designed, secure, and documented skill.",100,"A comprehensive and secure skill for configuring MongoDB MCP server options.",[211,212,213,214,215,216],"mongodb","mcp","configuration","setup","authentication","cli","global","verified",[220,221,222,223],"When a user has the MongoDB MCP server installed but unconfigured.","When a user needs help connecting to MongoDB or Atlas and lacks credentials.","To set up local development environments with Atlas Local.","To configure secure service account credentials for Atlas Admin API access.",{"codeQuality":225,"collectedAt":227,"documentation":228,"maintenance":231,"security":235,"testCoverage":237},{"hasLockfile":226},false,1778694243313,{"descriptionLength":229,"readmeSize":230},275,2753,{"closedIssues90d":8,"forks":232,"hasChangelog":226,"openIssues90d":8,"pushedAt":233,"stars":234},20,1778514087000,111,{"hasNpmPackage":226,"license":236,"smitheryVerified":226},"Apache-2.0",{"hasCi":238,"hasTests":226},true,{"updatedAt":240},1778694262565,{"basePath":242,"githubOwner":211,"githubRepo":243,"locale":18,"slug":13,"type":244},"skills/mongodb-mcp-setup","agent-skills","skill",{"_creationTime":246,"_id":247,"community":248,"display":249,"identity":252,"parentExtension":255,"providers":286,"relations":296,"tags":297,"workflow":298},1778694149049.3462,"k170hje3xzpy2mbkn00agzm38x86mkbz",{"reviewCount":8},{"description":250,"installMethods":251,"name":211,"sourceUrl":14},"Official Claude plugin for MongoDB (MCP Server + Skills). Connect to databases, explore data, manage collections, optimize queries, generate reliable code, implement best practices, develop advanced features, and more.",{"claudeCode":211},{"basePath":253,"githubOwner":211,"githubRepo":243,"locale":18,"slug":243,"type":254},"","plugin",{"_creationTime":256,"_id":257,"community":258,"display":259,"identity":263,"providers":265,"relations":279,"tags":281,"workflow":282},1778694149049.346,"k17bjnvrfwx0ae2fnz7yj78p6h86mewp",{"reviewCount":8},{"description":260,"installMethods":261,"name":262,"sourceUrl":14},"Use the official MongoDB Skills with your favorite coding agent to build faster.",{"claudeCode":12},"mongodb-plugins",{"basePath":253,"githubOwner":211,"githubRepo":243,"locale":18,"slug":243,"type":264},"marketplace",{"evaluate":266,"extract":273},{"promptVersionExtension":267,"promptVersionScoring":205,"score":268,"tags":269,"targetMarket":217,"tier":272},"3.1.0",75,[211,270,243,271],"database","developer-tools","community",{"commitSha":274,"marketplace":275,"plugin":277},"HEAD",{"name":262,"pluginCount":276},1,{"mcpCount":8,"provider":278,"skillCount":8},"classify",{"repoId":280},"kd74vahs1zbjqzqbert490xyrd86nfv5",[243,270,271,211],{"evaluatedAt":283,"extractAt":284,"updatedAt":285},1778694174645,1778694149049,1778694461056,{"evaluate":287,"extract":293},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":288,"targetMarket":217,"tier":218},[211,289,290,291,292],"atlas","streaming","data-pipelines","cloud-management",{"commitSha":274,"license":236,"plugin":294},{"mcpCount":8,"provider":278,"skillCount":295},7,{"parentExtensionId":257,"repoId":280},[289,292,291,211,290],{"evaluatedAt":299,"extractAt":284,"updatedAt":300},1778694205322,1778694461243,{"evaluate":302,"extract":304},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":303,"targetMarket":217,"tier":218},[211,212,213,214,215,216],{"commitSha":274},{"parentExtensionId":247,"repoId":280},{"_creationTime":307,"_id":280,"identity":308,"providers":309,"workflow":505},1778694144418.9976,{"githubOwner":211,"githubRepo":243,"sourceUrl":14},{"classify":310,"discover":495,"github":498},{"commitSha":274,"extensions":311},[312,322,333,360,381,391,396,404,420,464,480],{"basePath":313,"displayName":314,"installMethods":315,"rationale":316,"selectedPaths":317,"source":321,"sourceLanguage":18,"type":264},".agents/plugins","mongodb-agent-skills",{"claudeCode":12},"marketplace.json at .agents/plugins/marketplace.json",[318],{"path":319,"priority":320},"marketplace.json","mandatory","rule",{"basePath":253,"displayName":262,"installMethods":323,"rationale":324,"selectedPaths":325,"source":321,"sourceLanguage":18,"type":264},{"claudeCode":12},"marketplace.json at .claude-plugin/marketplace.json",[326,328,330],{"path":327,"priority":320},".claude-plugin/marketplace.json",{"path":329,"priority":320},"README.md",{"path":331,"priority":332},"LICENSE","high",{"basePath":253,"description":250,"displayName":211,"installMethods":334,"license":236,"rationale":335,"selectedPaths":336,"source":321,"sourceLanguage":18,"type":254},{"claudeCode":211},"plugin manifest at .claude-plugin/plugin.json",[337,339,340,341,344,346,348,350,352,354,356,358],{"path":338,"priority":320},".claude-plugin/plugin.json",{"path":329,"priority":320},{"path":331,"priority":332},{"path":342,"priority":343},"skills/atlas-stream-processing/SKILL.md","medium",{"path":345,"priority":343},"skills/mongodb-connection/SKILL.md",{"path":347,"priority":343},"skills/mongodb-mcp-setup/SKILL.md",{"path":349,"priority":343},"skills/mongodb-natural-language-querying/SKILL.md",{"path":351,"priority":343},"skills/mongodb-query-optimizer/SKILL.md",{"path":353,"priority":343},"skills/mongodb-schema-design/SKILL.md",{"path":355,"priority":343},"skills/mongodb-search-and-ai/SKILL.md",{"path":357,"priority":332},".codex-plugin/plugin.json",{"path":359,"priority":332},".cursor-plugin/plugin.json",{"basePath":361,"description":362,"displayName":363,"installMethods":364,"rationale":365,"selectedPaths":366,"source":321,"sourceLanguage":18,"type":244},"skills/atlas-stream-processing","Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink 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.","atlas-stream-processing",{"claudeCode":12},"SKILL.md frontmatter at skills/atlas-stream-processing/SKILL.md",[367,369,371,373,375,377,379],{"path":368,"priority":320},"SKILL.md",{"path":370,"priority":343},"references/connection-configs.md",{"path":372,"priority":343},"references/development-workflow.md",{"path":374,"priority":343},"references/mcp-troubleshooting.md",{"path":376,"priority":343},"references/output-diagnostics.md",{"path":378,"priority":343},"references/pipeline-patterns.md",{"path":380,"priority":343},"references/sizing-and-parallelism.md",{"basePath":382,"description":383,"displayName":384,"installMethods":385,"rationale":386,"selectedPaths":387,"source":321,"sourceLanguage":18,"type":244},"skills/mongodb-connection","Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/reviewing 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.","mongodb-connection",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-connection/SKILL.md",[388,389],{"path":368,"priority":320},{"path":390,"priority":343},"references/monitoring-guide.md",{"basePath":242,"description":10,"displayName":13,"installMethods":392,"rationale":393,"selectedPaths":394,"source":321,"sourceLanguage":18,"type":244},{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-mcp-setup/SKILL.md",[395],{"path":368,"priority":320},{"basePath":397,"description":398,"displayName":399,"installMethods":400,"rationale":401,"selectedPaths":402,"source":321,"sourceLanguage":18,"type":244},"skills/mongodb-natural-language-querying","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/query/aggregate data in MongoDB, asks \"how do I query...\", needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector/semantic search ($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.","mongodb-natural-language-querying",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-natural-language-querying/SKILL.md",[403],{"path":368,"priority":320},{"basePath":405,"description":406,"displayName":407,"installMethods":408,"rationale":409,"selectedPaths":410,"source":321,"sourceLanguage":18,"type":244},"skills/mongodb-query-optimizer","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.","mongodb-query-optimizer",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-query-optimizer/SKILL.md",[411,412,414,416,418],{"path":368,"priority":320},{"path":413,"priority":343},"references/aggregation-optimization.md",{"path":415,"priority":343},"references/antipattern-examples.md",{"path":417,"priority":343},"references/core-indexing-principles.md",{"path":419,"priority":343},"references/update-query-examples.md",{"basePath":421,"description":422,"displayName":423,"installMethods":424,"rationale":425,"selectedPaths":426,"source":321,"sourceLanguage":18,"type":244},"skills/mongodb-schema-design","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\".","mongodb-schema-design",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-schema-design/SKILL.md",[427,428,430,432,434,436,438,440,442,444,446,448,450,452,454,456,458,460,462],{"path":368,"priority":320},{"path":429,"priority":343},"references/antipattern-excessive-lookups.md",{"path":431,"priority":343},"references/antipattern-unnecessary-collections.md",{"path":433,"priority":343},"references/antipattern-unnecessary-indexes.md",{"path":435,"priority":343},"references/fundamental-document-model.md",{"path":437,"priority":343},"references/fundamental-document-size.md",{"path":439,"priority":343},"references/fundamental-embed-vs-reference.md",{"path":441,"priority":343},"references/fundamental-schema-validation.md",{"path":443,"priority":343},"references/pattern-approximation.md",{"path":445,"priority":343},"references/pattern-archive.md",{"path":447,"priority":343},"references/pattern-attribute.md",{"path":449,"priority":343},"references/pattern-bucket.md",{"path":451,"priority":343},"references/pattern-computed.md",{"path":453,"priority":343},"references/pattern-document-versioning.md",{"path":455,"priority":343},"references/pattern-extended-reference.md",{"path":457,"priority":343},"references/pattern-outlier.md",{"path":459,"priority":343},"references/pattern-polymorphic.md",{"path":461,"priority":343},"references/pattern-schema-versioning.md",{"path":463,"priority":343},"references/pattern-time-series-collections.md",{"basePath":465,"description":466,"displayName":467,"installMethods":468,"rationale":469,"selectedPaths":470,"source":321,"sourceLanguage":18,"type":244},"skills/mongodb-search-and-ai","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","mongodb-search-and-ai",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-search-and-ai/SKILL.md",[471,472,474,476,478],{"path":368,"priority":320},{"path":473,"priority":343},"references/hybrid-search.md",{"path":475,"priority":343},"references/lexical-search-indexing.md",{"path":477,"priority":343},"references/lexical-search-querying.md",{"path":479,"priority":343},"references/vector-search.md",{"basePath":481,"description":482,"displayName":483,"installMethods":484,"rationale":485,"selectedPaths":486,"source":321,"sourceLanguage":18,"type":244},"tools/review-skill","Review a proposed Agent Skill for structural validity and content quality before publishing. Runs the skill-validator CLI to check for structural issues, scores the skill with an LLM judge, and interprets results to advise SMEs on what to address. Use when a user wants to review, validate, or quality-check an Agent Skill.","review-skill",{"claudeCode":12},"SKILL.md frontmatter at tools/review-skill/SKILL.md",[487,488,491,493],{"path":368,"priority":320},{"path":489,"priority":490},"assets/report.md","low",{"path":492,"priority":343},"references/install-skill-validator.md",{"path":494,"priority":343},"references/llm-scoring.md",{"sources":496},[497],"manual",{"closedIssues90d":8,"description":260,"forks":232,"license":236,"openIssues90d":8,"pushedAt":233,"readmeSize":230,"stars":234,"topics":499},[500,501,502,503,212,504],"agent","claude","cursor","gemini-cli-extension","skills",{"classifiedAt":506,"discoverAt":507,"extractAt":508,"githubAt":508,"updatedAt":506},1778694148853,1778694144419,1778694146756,[215,216,213,212,211,214],{"evaluatedAt":240,"extractAt":284,"updatedAt":511},1778694462010,[],[514,539,558,585,605,630],{"_creationTime":515,"_id":516,"community":517,"display":518,"identity":523,"providers":527,"relations":532,"tags":535,"workflow":536},1778699234184.6174,"k174zww66m804nhr89ttra7r6d86nwyg",{"reviewCount":8},{"description":519,"installMethods":520,"name":214,"sourceUrl":522},"Use first for install/update routing — sends setup, doctor, or MCP requests to the correct OMC setup flow",{"claudeCode":521},"Yeachan-Heo/oh-my-claudecode","https://github.com/Yeachan-Heo/oh-my-claudecode",{"basePath":524,"githubOwner":525,"githubRepo":526,"locale":18,"slug":214,"type":244},"skills/setup","Yeachan-Heo","oh-my-claudecode",{"evaluate":528,"extract":531},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":529,"targetMarket":217,"tier":218},[214,530,213,216,212],"routing",{"commitSha":274},{"parentExtensionId":533,"repoId":534},"k17brg5egdw1jbncj1j4wfv3fh86n639","kd74zv63fryf9prygtq7gf4es986n22y",[216,213,212,530,214],{"evaluatedAt":537,"extractAt":538,"updatedAt":537},1778699724286,1778699234184,{"_creationTime":540,"_id":541,"community":542,"display":543,"identity":547,"providers":549,"relations":554,"tags":555,"workflow":556},1778699234184.6143,"k17cnx0m6a27fw52yvt4zsbsxh86nd1c",{"reviewCount":8},{"description":544,"installMethods":545,"name":546,"sourceUrl":522},"Configure popular MCP servers for enhanced agent capabilities",{"claudeCode":521},"mcp-setup",{"basePath":548,"githubOwner":525,"githubRepo":526,"locale":18,"slug":546,"type":244},"skills/mcp-setup",{"evaluate":550,"extract":553},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":551,"targetMarket":217,"tier":218},[212,213,216,500,552],"tooling",{"commitSha":274},{"parentExtensionId":533,"repoId":534},[500,216,213,212,552],{"evaluatedAt":557,"extractAt":538,"updatedAt":557},1778699492025,{"_creationTime":559,"_id":560,"community":561,"display":562,"identity":568,"providers":572,"relations":578,"tags":580,"workflow":581},1778698235845.4084,"k178nbspva8aqvepzvfe6c0fxs86nmzt",{"reviewCount":8},{"description":563,"installMethods":564,"name":566,"sourceUrl":567},"Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions \"ctx7\" or \"context7\", needs current docs for any library, wants to install/search/generate skills, or needs to set up Context7 for their AI coding agent.",{"claudeCode":565},"upstash/context7","context7-cli","https://github.com/upstash/context7",{"basePath":569,"githubOwner":570,"githubRepo":571,"locale":18,"slug":566,"type":244},"skills/context7-cli","upstash","context7",{"evaluate":573,"extract":577},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":574,"targetMarket":217,"tier":218},[575,216,212,504,576],"documentation","ai-coding",{"commitSha":274},{"repoId":579},"kd7955sg5wbf89gw527wdep66n86na9w",[576,216,575,212,504],{"evaluatedAt":582,"extractAt":583,"updatedAt":584},1778698320637,1778698235845,1778698496267,{"_creationTime":586,"_id":587,"community":588,"display":589,"identity":592,"providers":593,"relations":600,"tags":601,"workflow":602},1778694149049.3467,"k175wmq2n17n23xzphj2zzt3qs86n3xd",{"reviewCount":8},{"description":383,"installMethods":590,"name":591,"sourceUrl":14},{"claudeCode":12},"MongoDB Connection Optimizer",{"basePath":382,"githubOwner":211,"githubRepo":243,"locale":18,"slug":384,"type":244},{"evaluate":594,"extract":599},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":595,"targetMarket":217,"tier":218},[211,270,596,597,598,213],"connection","performance","optimization",{"commitSha":274,"license":236},{"parentExtensionId":247,"repoId":280},[213,596,270,211,598,597],{"evaluatedAt":603,"extractAt":284,"updatedAt":604},1778694243014,1778694461446,{"_creationTime":606,"_id":607,"community":608,"display":609,"identity":615,"providers":618,"relations":624,"tags":626,"workflow":627},1778687183932.1943,"k1728svzyq5wfc93gjyntemgnh86m6d9",{"reviewCount":8},{"description":610,"installMethods":611,"name":613,"sourceUrl":614},"Set up gbrain for this coding agent: install the CLI, initialize a\nlocal PGLite or Supabase brain, register MCP, capture per-remote trust\npolicy. One command from zero to \"gbrain is running, and this agent\ncan call it.\" Use when: \"setup gbrain\", \"connect gbrain\", \"start\ngbrain\", \"install gbrain\", \"configure gbrain for this machine\". (gstack)\n",{"claudeCode":612},"garrytan/gstack","setup-gbrain","https://github.com/garrytan/gstack",{"basePath":613,"githubOwner":616,"githubRepo":617,"locale":18,"slug":613,"type":244},"garrytan","gstack",{"evaluate":619,"extract":623},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":620,"targetMarket":217,"tier":218},[621,214,213,622,216,212],"gbrain","ai-agent",{"commitSha":274},{"repoId":625},"kd73s35xh97m9mmc5nz3pb1f3n86m0an",[622,216,213,621,212,214],{"evaluatedAt":628,"extractAt":629,"updatedAt":628},1778688428238,1778687183932,{"_creationTime":631,"_id":632,"community":633,"display":634,"identity":640,"providers":645,"relations":652,"tags":655,"workflow":656},1778699497437.23,"k1716ts08smjg12r4p2b21kf0x86mhv8",{"reviewCount":8},{"description":635,"installMethods":636,"name":638,"sourceUrl":639},"Set up Zapier MCP and add tools to your AI assistant. Introduces what Zapier can do, walks through authentication, detects your server mode, then branches into the right flow — summary for healthy setups, reconnect for broken auth, onboarding for fresh installs, or config help when the server is missing. Use when getting started, troubleshooting connection issues, adding new tools, or when the user asks \"what can I do now\", \"what can I do with Zapier\", \"show me how the Zapier plugin works\", \"what is Zapier MCP\", \"how does Zapier work\", or \"tell me about Zapier\".",{"claudeCode":637},"zapier/zapier-mcp","Zapier Setup","https://github.com/zapier/zapier-mcp",{"basePath":641,"githubOwner":642,"githubRepo":643,"locale":18,"slug":644,"type":244},"plugins/zapier/skills/zapier-setup","zapier","zapier-mcp","zapier-setup",{"evaluate":646,"extract":651},{"promptVersionExtension":204,"promptVersionScoring":205,"score":647,"tags":648,"targetMarket":217,"tier":218},99,[642,212,649,214,215,650],"integration","automation",{"commitSha":274,"license":236},{"parentExtensionId":653,"repoId":654},"k170hhqj0rh7s07z1f86fh594586mmxw","kd72mhnpsgxe81n8vxnr1tdje186mdjt",[215,650,649,212,214,642],{"evaluatedAt":657,"extractAt":658,"updatedAt":659},1778699559593,1778699497437,1778699615456]