[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-exa-labs-search-en":3,"guides-for-exa-labs-search":437,"similar-k175g4s9xt6470sptbqga6kc2986m27d-en":438},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":258,"isFallback":247,"parentExtension":263,"providers":315,"relations":319,"repo":320,"tags":434,"workflow":435},1778686668520.5159,"k175g4s9xt6470sptbqga6kc2986m27d",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Deep research powered by Exa. Use for lead generation, literature reviews, deep dives, competitive analysis, or any query where one search falls short, including phrases like 'research this', 'find everything about', 'find me all', or 'deep dive on'.",{"claudeCode":12},"exa-labs/exa-mcp-server","Exa Research Orchestrator","https://github.com/exa-labs/exa-mcp-server",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":237,"workflow":256},1778686739664.5735,"kn79b63fynjj003ph3y342bmxh86mm2g","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"practices":204,"prerequisites":208,"promptVersionExtension":211,"promptVersionScoring":212,"purpose":213,"rationale":214,"score":215,"summary":216,"tags":217,"targetMarket":224,"tier":225,"useCases":226,"workflow":231},[21,26,29,32,36,39,43,47,50,53,57,61,64,68,71,74,77,80,83,86,90,94,98,102,106,109,113,117,121,124,127,130,133,136,139,143,147,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the problem of needing deep research powered by Exa for various scenarios like lead generation and literature reviews, and provides specific trigger phrases.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The extension leverages Exa's advanced search capabilities to go beyond single searches, offering deep dives and comprehensive analysis, which is a significant value over default LLM behavior.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The extension is production-ready, offering a hosted MCP server and clear installation instructions for various clients, covering the full lifecycle of search and research tasks.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The extension focuses on deep research and search capabilities powered by Exa, maintaining a clear scope without branching into unrelated domains.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the extension's capabilities, is concise, and provides clear use cases and trigger phrases.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The extension primarily uses scoped tools like `web_search_exa` and `web_search_advanced_exa`, with clear instructions to use them appropriately based on task complexity.",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","The SKILL.md and README documentation clearly outline prerequisites, tool usage, query writing patterns, and output formats, with specific guidance on parameters for different categories.",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","The exposed tools (`web_search_exa`, `web_fetch_exa`, `web_search_advanced_exa`) are descriptive and align with the extension's search and fetch capabilities.",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","The tools' parameters and expected outputs are well-defined, with guidance on returning compact, structured data, avoiding unnecessary diagnostic dumps.",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","The extension is licensed under the MIT license, which is a permissive open-source license, clearly indicated by the bundled LICENSE file.",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","The last commit was on May 11, 2026, well within the 3-month window, indicating active maintenance.",{"category":58,"check":62,"severity":24,"summary":63},"Dependency Management","The extension uses npm and relies on the `exa-mcp-server` package. While no explicit dependency update mechanism is detailed, the recent commit history suggests active management.",{"category":65,"check":66,"severity":24,"summary":67},"Security","Secret Management","The extension requires an API key but provides clear instructions on how to obtain and securely manage it (via OAuth, dashboard, or environment variables), and does not echo secrets to stdout.",{"category":65,"check":69,"severity":24,"summary":70},"Injection","The SKILL.md and reference files emphasize treating search results as data and avoiding the execution of instructions from external content, and tools are scoped.",{"category":65,"check":72,"severity":24,"summary":73},"Transitive Supply-Chain Grenades","The extension uses Exa's hosted MCP server and bundled tools; there is no indication of runtime downloads of uncommitted code or remote-pipe-to-shell commands.",{"category":65,"check":75,"severity":24,"summary":76},"Sandbox Isolation","The extension operates via a hosted MCP server and uses Exa's tools, which are designed to be sandboxed and do not interact with the local filesystem outside of expected scopes.",{"category":65,"check":78,"severity":24,"summary":79},"Sandbox escape primitives","There is no evidence of detached process spawns or retry loops around denied tool calls in the provided SKILL.md or reference files.",{"category":65,"check":81,"severity":24,"summary":82},"Data Exfiltration","The extension focuses on web search and data retrieval, with no imperative instructions to read and submit confidential data to third parties. Outbound calls are implicitly handled by the Exa service.",{"category":65,"check":84,"severity":24,"summary":85},"Hidden Text Tricks","Bundled content appears free of hidden steering tricks, HTML comments, invisible Unicode characters, or other obfuscation methods within the SKILL.md and reference files.",{"category":87,"check":88,"severity":24,"summary":89},"Hooks","Opaque code execution","The extension relies on Exa's hosted MCP and its defined tools; there is no opaque code execution like base64 payloads or minified JS found in the SKILL.md or reference files.",{"category":91,"check":92,"severity":24,"summary":93},"Portability","Structural Assumption","The SKILL.md and reference files focus on query patterns and tool usage, making no assumptions about user project structure outside the expected interaction with Exa.",{"category":95,"check":96,"severity":24,"summary":97},"Trust","Issues Attention","In the last 90 days, 4 issues were opened and 26 were closed, indicating a healthy rate of issue resolution and engagement by maintainers.",{"category":99,"check":100,"severity":24,"summary":101},"Versioning","Release Management","The extension has a clear versioning signal via npm package version and GitHub commit history, with recent activity indicating active development.",{"category":103,"check":104,"severity":24,"summary":105},"Execution","Validation","The SKILL.md and reference files provide detailed instructions on query construction and parameter usage, implying that inputs handled by the Exa service are validated.",{"category":65,"check":107,"severity":24,"summary":108},"Unguarded Destructive Operations","The extension's operations are primarily read-only search and data retrieval, with no destructive primitives like file deletion or system modification requiring confirmation gates.",{"category":110,"check":111,"severity":24,"summary":112},"Code Execution","Error Handling","The SKILL.md and reference files provide guidance on handling search failures and returning structured outputs, implying that errors from the Exa service are managed.",{"category":110,"check":114,"severity":115,"summary":116},"Logging","not_applicable","The extension relies on Exa's hosted service for its operations, and there are no explicit logging requirements for local audit files within the SKILL.md.",{"category":118,"check":119,"severity":24,"summary":120},"Compliance","GDPR","The extension focuses on public web data and does not explicitly operate on personal data without sanitization. User authentication is handled by Exa's service.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The extension's functionality is global, relying on web search and not encoding any jurisdiction-specific legal or regional logic.",{"category":91,"check":125,"severity":24,"summary":126},"Runtime stability","The extension operates through a hosted MCP server and Exa's tools, making it platform-agnostic and not dependent on specific shells or OS features.",{"category":44,"check":128,"severity":24,"summary":129},"README","The README provides a clear overview, installation instructions for various clients, and links to further documentation.",{"category":33,"check":131,"severity":24,"summary":132},"Tool surface size","The extension exposes a manageable number of tools (`web_search_exa`, `web_fetch_exa`, `web_search_advanced_exa`), fitting within the recommended range.",{"category":40,"check":134,"severity":24,"summary":135},"Overlapping near-synonym tools","The available tools are distinct: `web_search_exa` for general search, `web_fetch_exa` for content retrieval, and `web_search_advanced_exa` for more controlled searches, avoiding direct synonyms.",{"category":44,"check":137,"severity":24,"summary":138},"Phantom features","All advertised features and capabilities, such as different search types and categories, are supported by the exposed tools and documented in the SKILL.md and README.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","The README provides comprehensive, copy-pasteable installation instructions for numerous clients, including authentication guidance and configuration snippets.",{"category":144,"check":145,"severity":24,"summary":146},"Errors","Actionable error messages","The SKILL.md and reference files guide users on interpreting Exa's output and handling potential issues, implying that error messages from the service would be actionable or informative.",{"category":103,"check":148,"severity":24,"summary":149},"Pinned dependencies","The extension uses a managed npm package and a hosted service, indicating that dependencies are managed and pinned by the service provider.",{"category":33,"check":151,"severity":115,"summary":152},"Dry-run preview","The extension is primarily a read-only interface to Exa's search capabilities, and thus a dry-run preview for state-changing operations is not applicable.",{"category":154,"check":155,"severity":24,"summary":156},"Protocol","Idempotent retry & timeouts","As the extension relies on Exa's hosted service, it inherits the service's protocols for retries and timeouts, which are expected to be handled server-side.",{"category":118,"check":158,"severity":24,"summary":159},"Telemetry opt-in","The extension relies on Exa's service for data processing, and there is no indication of opt-out telemetry being collected by the extension itself. Exa's privacy policy would govern their service's telemetry.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The description clearly defines the purpose (deep research via Exa) and provides specific use cases (lead generation, literature reviews) and trigger phrases, making the skill's intent precise.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter in SKILL.md is concise, clearly stating the core capability and providing relevant trigger phrases without excessive keyword stuffing.",{"category":44,"check":167,"severity":24,"summary":168},"Concise Body","The SKILL.md is well-structured with sections for prerequisites, query assessment, subagent dispatch, and compilation, keeping the main body concise and delegating details to reference files.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","The SKILL.md effectively uses reference files (`.md`) for detailed guidance on query patterns, extraction, and filtering, following a progressive disclosure pattern.",{"category":170,"check":174,"severity":24,"summary":175},"Forked exploration","Skills like `company-research`, `code-search-exa`, and `people-research` are explicitly marked with `context: fork`, ensuring that exploration results are summarized and do not flood the main conversation.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The README and SKILL.md provide numerous, ready-to-use examples for various search scenarios, covering different categories and parameters, with clear expected outputs.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The SKILL.md and reference files address potential issues like empty search results, query ambiguity, and the need for validation, providing guidance on how to handle them.",{"category":110,"check":183,"severity":24,"summary":184},"Tool Fallback","The extension uses a hosted MCP server with clear instructions on how to connect it. While it doesn't explicitly detail a fallback for the MCP itself, its reliance on Exa's core tools suggests a robust underlying system.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The SKILL.md emphasizes assessing query complexity and confirming ambiguity with the user, which acts as a pre-condition check to halt the workflow if the state is unclear.",{"category":91,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The extension is self-contained, focusing on Exa's search capabilities. There is no implicit reliance on other skills, and its instructions are standalone.",1778686739537,"This extension provides deep research capabilities powered by Exa's search engine. It allows users to perform complex queries, literature reviews, competitive analysis, and more, going beyond single search limitations. It integrates with various IDEs and platforms via its hosted MCP server.",[195,196,197,198,199],"Deep web search powered by Exa","Support for lead generation, literature reviews, competitive analysis","Handles complex queries where single searches fall short","Provides structured output for search results","Integration via hosted MCP server",[201,202,203],"Performing simple, single-fact lookups that do not require deep investigation.","Replacing general web search for very basic queries.","Executing arbitrary code or system commands.",[205,206,207],"Research strategy","Information synthesis","Query optimization",[209,210],"An Exa API key (OAuth recommended)","Access to a compatible IDE or environment (Cursor, VS Code, Claude Code, etc.)","3.0.0","4.4.0","To enable users to conduct in-depth research and information retrieval by leveraging Exa's powerful web search, going beyond the capabilities of single search queries.","The extension is exceptionally well-documented, secure, and practical, with a clear purpose and robust usage examples. Findings primarily consist of 'pass' and 'not_applicable' statuses, with no significant warnings or critical issues identified.",99,"A high-quality, production-ready skill for deep web research leveraging Exa's advanced search capabilities.",[218,219,220,221,222,223],"search","research","exa","web-search","information-retrieval","llm-tools","global","verified",[227,228,229,230],"Use when you need to perform deep dives on a topic.","Use for competitive analysis and identifying market trends.","Use when researching companies, products, or academic papers.","Use for lead generation and finding targeted information.",[232,233,234,235,236],"Assess the complexity and requirements of the user's query.","Define what data needs to be captured and how results should be filtered.","Dispatch subagents or run targeted searches using Exa tools.","Compile, deduplicate, and validate results from various sources.","Synthesize findings into a clear, structured narrative or data format.",{"codeQuality":238,"collectedAt":240,"documentation":241,"maintenance":244,"popularity":251,"security":253,"testCoverage":255},{"hasLockfile":239},true,1778686713743,{"descriptionLength":242,"readmeSize":243},250,27904,{"closedIssues90d":245,"forks":246,"hasChangelog":247,"openIssues90d":248,"pushedAt":249,"stars":250},26,331,false,4,1778520217000,4420,{"npmDownloads":252},62054,{"hasNpmPackage":239,"license":254,"smitheryVerified":247},"MIT",{"hasCi":239,"hasTests":239},{"updatedAt":257},1778686739664,{"basePath":259,"githubOwner":260,"githubRepo":261,"locale":18,"slug":218,"type":262},"skills/search","exa-labs","exa-mcp-server","skill",{"_creationTime":264,"_id":265,"community":266,"display":267,"identity":270,"parentExtension":273,"providers":302,"relations":310,"tags":311,"workflow":312},1778686668520.5156,"k174t9rm3vktj628yafgkzc2xx86mfgk",{"reviewCount":8},{"description":268,"installMethods":269,"name":220,"sourceUrl":14},"Exa AI web search, deep research, and content extraction. 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Provides real-time web searches with configurable tool selection, allowing users to enable or disable specific search capabilities. Supports customizable result counts, live crawling options, and returns content from the most relevant websites.",{"npm":261,"remote":381},"https://mcp.exa.ai/mcp?tools=web_search_exa,web_search_advanced_exa,web_fetch_exa","server.json with namespace/server name at server.json",[384,386,388,389,390,393,395,397,399,401,403,405,407,409,411,413],{"path":385,"priority":332},"server.json",{"path":387,"priority":332},"package.json",{"path":334,"priority":332},{"path":336,"priority":337},{"path":391,"priority":392},"src/tools/companyResearch.ts","low",{"path":394,"priority":392},"src/tools/config.ts",{"path":396,"priority":392},"src/tools/deepResearchCheck.ts",{"path":398,"priority":392},"src/tools/deepResearchStart.ts",{"path":400,"priority":392},"src/tools/deepSearch.ts",{"path":402,"priority":392},"src/tools/exaCode.ts",{"path":404,"priority":392},"src/tools/linkedInSearch.ts",{"path":406,"priority":392},"src/tools/peopleSearch.ts",{"path":408,"priority":392},"src/tools/validation.ts",{"path":410,"priority":392},"src/tools/webFetch.ts",{"path":412,"priority":392},"src/tools/webSearch.ts",{"path":414,"priority":392},"src/tools/webSearchAdvanced.ts",{"sources":416},[417],"manual",{"npmPackage":261},{"closedIssues90d":245,"description":420,"forks":246,"homepage":421,"license":254,"openIssues90d":248,"pushedAt":249,"readmeSize":243,"stars":250,"topics":422},"Exa MCP for web search and web crawling!","https://exa.ai/docs/reference/exa-mcp",[286,423,424,287,425,426,221,427],"codesearch","crawling","mcp-server","model-context-protocol","websearch",{"downloads":252},{"classifiedAt":430,"discoverAt":431,"extractAt":432,"githubAt":432,"npmAt":433,"updatedAt":430},1778686668328,1778686663321,1778686665409,1778686667332,[220,222,223,219,218,221],{"evaluatedAt":257,"extractAt":300,"updatedAt":436},1778686835133,[],[439,467,493,518,545,573],{"_creationTime":440,"_id":441,"community":442,"display":443,"identity":449,"providers":453,"relations":460,"tags":463,"workflow":464},1778699234184.6135,"k175frmf44tn80mcd6gvw1c1th86ngq9",{"reviewCount":8},{"description":444,"installMethods":445,"name":447,"sourceUrl":448},"Invoke parallel document-specialist agents for external web searches and documentation lookup",{"claudeCode":446},"Yeachan-Heo/oh-my-claudecode","external-context","https://github.com/Yeachan-Heo/oh-my-claudecode",{"basePath":450,"githubOwner":451,"githubRepo":452,"locale":18,"slug":447,"type":262},"skills/external-context","Yeachan-Heo","oh-my-claudecode",{"evaluate":454,"extract":459},{"promptVersionExtension":211,"promptVersionScoring":212,"score":455,"tags":456,"targetMarket":224,"tier":225},100,[218,457,219,222,458],"documentation","multi-agent",{"commitSha":290},{"parentExtensionId":461,"repoId":462},"k17brg5egdw1jbncj1j4wfv3fh86n639","kd74zv63fryf9prygtq7gf4es986n22y",[457,222,458,219,218],{"evaluatedAt":465,"extractAt":466,"updatedAt":465},1778699449790,1778699234184,{"_creationTime":468,"_id":469,"community":470,"display":471,"identity":476,"providers":480,"relations":485,"tags":488,"workflow":489},1778683278012.447,"k17f0kk29shkzcc956nyab4w9s86meb9",{"reviewCount":8},{"description":472,"installMethods":473,"name":221,"sourceUrl":475},"USE FOR web search. Returns ranked results with snippets, URLs, thumbnails. Supports freshness filters, SafeSearch, Goggles for custom ranking, pagination. 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Triggers on requests to search, look up, fetch a page, or extract an article.",{"claudeCode":525},"K-Dense-AI/claude-scientific-skills","Exa Web Toolkit","https://github.com/K-Dense-AI/claude-scientific-skills",{"basePath":529,"githubOwner":530,"githubRepo":531,"locale":18,"slug":532,"type":262},"scientific-skills/exa-search","K-Dense-AI","claude-scientific-skills","exa-search",{"evaluate":534,"extract":538},{"promptVersionExtension":211,"promptVersionScoring":212,"score":304,"tags":535,"targetMarket":224,"tier":225},[221,536,219,537,220],"url-extraction","scientific-content",{"commitSha":290,"license":254},{"repoId":540},"kd79rphh5gexy91xmpxc05h5mh86mm9r",[220,219,537,536,221],{"evaluatedAt":543,"extractAt":544,"updatedAt":543},1778692525556,1778691799740,{"_creationTime":546,"_id":547,"community":548,"display":549,"identity":555,"providers":559,"relations":566,"tags":569,"workflow":570},1778696691708.321,"k17fpxmm8eedr1vb6v7dkf1sp986mnpw",{"reviewCount":8},{"description":550,"installMethods":551,"name":553,"sourceUrl":554},"Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings",{"claudeCode":552},"ruvnet/ruflo","deep-research","https://github.com/ruvnet/ruflo",{"basePath":556,"githubOwner":557,"githubRepo":558,"locale":18,"slug":553,"type":262},"plugins/ruflo-goals/skills/deep-research","ruvnet","ruflo",{"evaluate":560,"extract":565},{"promptVersionExtension":211,"promptVersionScoring":212,"score":304,"tags":561,"targetMarket":224,"tier":564},[219,222,562,221,563],"synthesis","agent-orchestration","community",{"commitSha":290},{"parentExtensionId":567,"repoId":568},"k17bh7m6sv83frxqdhrd00vzcx86n03e","kd7ed28gj8n0y3msk5dzrp05zs86nqtc",[563,222,219,562,221],{"evaluatedAt":571,"extractAt":572,"updatedAt":571},1778700553724,1778696691708,{"_creationTime":574,"_id":575,"community":576,"display":577,"identity":583,"providers":587,"relations":596,"tags":598,"workflow":599},1778688417731.9495,"k174fa4ch1pedjmnc79b4faew986n9pm",{"reviewCount":8},{"description":578,"installMethods":579,"name":581,"sourceUrl":582},"Agent-native CLI for Exa web search and content retrieval workflows.",{"claudeCode":580},"hkuds/cli-anything","cli-anything-exa","https://github.com/hkuds/cli-anything",{"basePath":584,"githubOwner":585,"githubRepo":586,"locale":18,"slug":581,"type":262},"skills/cli-anything-exa","hkuds","cli-anything",{"evaluate":588,"extract":594},{"promptVersionExtension":211,"promptVersionScoring":212,"score":589,"tags":590,"targetMarket":224,"tier":564},95,[218,221,591,220,592,593],"cli","api-client","content-retrieval",{"commitSha":290,"license":595},"Apache-2.0",{"repoId":597},"kd7e2bra4ymb6r521a25r6yges86n35p",[592,591,593,220,218,221],{"evaluatedAt":600,"extractAt":601,"updatedAt":600},1778688857235,1778688417732]