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Implements bidirectional integration between MCP's tool-calling schema and Netlify's Functions API, translating function definitions into deployable artifacts with automatic environment variable and build configuration handling.","intents":["Deploy serverless functions to Netlify directly from Claude conversations without leaving the chat interface","Manage function lifecycle (create, update, delete, list) programmatically through an AI agent","Automate function deployment as part of a larger AI-driven development workflow","Enable Claude to suggest, generate, and deploy Netlify Functions based on user requirements"],"best_for":["AI-assisted developers building serverless applications on Netlify","Teams automating deployment workflows through Claude or other MCP-compatible AI clients","Builders prototyping full-stack applications with AI-driven infrastructure management"],"limitations":["Requires valid Netlify API credentials and authentication token — no built-in credential rotation or expiration handling","Limited to Netlify's Functions runtime constraints (execution timeout, memory limits, supported languages)","No built-in rollback mechanism — function updates are immediate without version control integration","MCP protocol overhead adds latency to deployment operations compared to direct API calls"],"requires":["Netlify account with Functions enabled","Valid Netlify API token with appropriate permissions","MCP-compatible client (Claude, or other tools supporting MCP servers)","Network connectivity to Netlify API endpoints"],"input_types":["function code (JavaScript/TypeScript)","function metadata (name, environment variables, build configuration)","structured MCP tool schemas"],"output_types":["deployment status (success/failure)","function URLs and identifiers","structured function metadata and logs","error messages and diagnostic information"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ahump20-mcp-serverless-netlify__cap_1","uri":"capability://tool.use.integration.mcp.tool.schema.generation.for.netlify.functions","name":"mcp tool schema generation for netlify functions","description":"Automatically generates MCP-compliant tool schemas from Netlify Functions, translating function signatures, parameters, and return types into structured tool definitions that Claude and other MCP clients can discover and invoke. Handles parameter validation, type mapping, and documentation generation to ensure functions are safely callable through the MCP interface.","intents":["Expose existing Netlify Functions as discoverable tools within Claude's context","Enable Claude to understand function signatures and call them with proper parameter validation","Automatically document function capabilities in a format MCP clients can parse and present to users","Ensure type safety and parameter validation when Claude invokes Netlify Functions"],"best_for":["Developers with existing Netlify Functions wanting to integrate them into AI workflows","Teams building multi-agent systems where functions need to be discoverable across MCP clients","Builders automating complex workflows that require both function execution and AI reasoning"],"limitations":["Schema generation depends on function metadata availability — poorly documented functions may produce incomplete schemas","Complex parameter types (nested objects, unions) may not map cleanly to MCP schema constraints","No automatic schema versioning — function signature changes require manual schema updates","Limited to Netlify Functions runtime capabilities — cannot expose functions with custom runtime requirements"],"requires":["Netlify Functions deployed and accessible via API","Function metadata (parameters, return types) available in discoverable format","MCP client capable of parsing and executing generated schemas"],"input_types":["Netlify Function definitions","Function metadata and documentation","Parameter type information"],"output_types":["MCP tool schemas (JSON)","Parameter validation rules","Function documentation in MCP format"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ahump20-mcp-serverless-netlify__cap_2","uri":"capability://tool.use.integration.environment.variable.and.secrets.management.for.deployed.functions","name":"environment variable and secrets management for deployed functions","description":"Manages environment variables and secrets for Netlify Functions through MCP, allowing secure configuration of deployed functions without exposing credentials in code or logs. Integrates with Netlify's environment variable API to set, update, and validate configuration across function deployments.","intents":["Configure API keys and secrets for Netlify Functions through Claude without hardcoding credentials","Update environment variables across multiple functions as part of deployment automation","Validate environment variable configuration before function deployment","Manage different environment configurations (dev, staging, production) through MCP"],"best_for":["Teams managing multiple Netlify Functions with environment-specific configurations","Security-conscious developers automating deployments while maintaining credential isolation","Builders implementing multi-environment deployment pipelines through AI agents"],"limitations":["Secrets are stored in Netlify's environment variable system — no additional encryption layer beyond Netlify's defaults","No built-in audit logging for environment variable changes — changes are logged only in Netlify's activity feed","Environment variables are function-scoped — no cross-function variable sharing or inheritance","Variable updates may require function redeployment to take effect depending on Netlify's caching behavior"],"requires":["Netlify API token with environment variable management permissions","Target Netlify Functions already deployed","Knowledge of required environment variable names and formats"],"input_types":["environment variable key-value pairs","secret values (API keys, tokens, credentials)","function identifiers"],"output_types":["configuration status (applied/failed)","validation results","updated function metadata"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ahump20-mcp-serverless-netlify__cap_3","uri":"capability://tool.use.integration.function.execution.monitoring.and.log.retrieval.via.mcp","name":"function execution monitoring and log retrieval via mcp","description":"Exposes Netlify Functions execution logs and monitoring data through MCP tools, allowing Claude and other clients to query function performance metrics, error logs, and execution history. Implements log aggregation and filtering to surface relevant diagnostic information without overwhelming users with raw log data.","intents":["Debug function failures by retrieving error logs and execution traces through Claude","Monitor function performance and identify bottlenecks in real-time","Retrieve execution history to understand function behavior patterns","Correlate function errors with deployment changes for root cause analysis"],"best_for":["Developers debugging serverless function issues in production","Teams implementing AI-assisted monitoring and alerting systems","Builders automating incident response workflows through Claude"],"limitations":["Log retention depends on Netlify's plan tier — free tier may have limited historical data","Log filtering and aggregation happens client-side — large log volumes may cause performance issues","No real-time log streaming — logs are retrieved on-demand with potential staleness","Limited to Netlify's built-in logging — custom application logs require explicit function instrumentation"],"requires":["Netlify API token with logs and analytics permissions","Target Netlify Functions with execution history","Network connectivity to Netlify API for log retrieval"],"input_types":["function identifiers","time range filters","log level filters (error, warning, info)","search queries"],"output_types":["structured log entries","performance metrics (execution time, memory usage)","error summaries and stack traces","execution statistics"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ahump20-mcp-serverless-netlify__cap_4","uri":"capability://tool.use.integration.build.configuration.and.deployment.settings.management","name":"build configuration and deployment settings management","description":"Manages Netlify build configuration, deployment settings, and function-specific build parameters through MCP, allowing Claude to modify build scripts, environment-specific configurations, and deployment rules. Translates high-level configuration intents into Netlify's configuration format (netlify.toml or API parameters).","intents":["Update build scripts and deployment configurations through Claude without manual file editing","Configure function-specific build parameters (runtime, memory, timeout) programmatically","Manage deployment rules and conditional deployments based on branch or environment","Automate configuration changes as part of infrastructure-as-code workflows"],"best_for":["Teams managing complex Netlify deployments with environment-specific configurations","Builders automating infrastructure configuration through AI agents","Developers implementing GitOps-style deployment workflows with AI assistance"],"limitations":["Configuration changes may require site rebuild — no preview of configuration impact before deployment","Complex build configurations may exceed MCP's context window when represented as tool parameters","No built-in validation of build script syntax — invalid configurations may fail during deployment","Changes to netlify.toml require git commit and push — API-only changes may not persist across deployments"],"requires":["Netlify API token with site configuration permissions","Target Netlify site with Functions enabled","Understanding of Netlify's configuration schema and build system"],"input_types":["build script content","environment-specific configuration","function runtime parameters","deployment rules and conditions"],"output_types":["configuration update status","validation results","build preview or simulation results"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_ahump20-mcp-serverless-netlify__cap_5","uri":"capability://tool.use.integration.netlify.analytics.and.performance.metrics.retrieval.via.mcp","name":"netlify analytics and performance metrics retrieval via mcp","description":"Provides MCP tools to query Netlify's analytics and performance metrics, including page views, bandwidth usage, build times, and function execution metrics. The server translates MCP requests into Netlify Analytics API calls, supporting time-range filtering and aggregation to provide insights into site performance and usage patterns.","intents":["Retrieve site traffic and performance metrics to inform optimization decisions","Analyze function execution times and costs to identify performance bottlenecks","Generate performance reports for stakeholders based on Netlify analytics data"],"best_for":["Performance engineers analyzing Netlify site metrics with Claude's assistance","Product teams making data-driven decisions about site optimization","Developers debugging performance issues using historical metrics"],"limitations":["Analytics data is delayed by 24-48 hours; real-time metrics are not available through MCP","Granularity is limited to daily or hourly aggregates; sub-minute metrics require direct Netlify dashboard access","Free tier Netlify accounts have limited analytics retention (30 days); paid tiers offer longer history","Cannot export raw event-level data; only aggregated metrics are available through the API"],"requires":["Netlify API token with 'analytics:read' scope","Netlify site ID","MCP client with tool-use capability"],"input_types":["site ID","time range (start and end dates)","optional metric type filter (pageviews, bandwidth, build time, function execution)"],"output_types":["aggregated metrics (pageviews, bandwidth, unique visitors)","build time statistics","function execution metrics (invocations, duration, errors)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":27,"verified":false,"data_access_risk":"high","permissions":["Netlify account with Functions enabled","Valid Netlify API token with appropriate permissions","MCP-compatible client (Claude, or other tools supporting MCP servers)","Network connectivity to Netlify API endpoints","Netlify Functions deployed and accessible via API","Function metadata (parameters, return types) available in discoverable format","MCP client capable of parsing and executing generated schemas","Netlify API token with environment variable management permissions","Target Netlify Functions already deployed","Knowledge of required environment variable names and formats"],"failure_modes":["Requires valid Netlify API credentials and authentication token — no built-in credential rotation or expiration handling","Limited to Netlify's Functions runtime constraints (execution timeout, memory limits, supported languages)","No built-in rollback mechanism — function updates are immediate without version control integration","MCP protocol overhead adds latency to deployment operations compared to direct API calls","Schema generation depends on function metadata availability — poorly documented functions may produce incomplete schemas","Complex parameter types (nested objects, unions) may not map cleanly to MCP schema constraints","No automatic schema versioning — function signature changes require manual schema updates","Limited to Netlify Functions runtime capabilities — cannot expose functions with custom runtime requirements","Secrets are stored in Netlify's environment variable system — no additional encryption layer beyond Netlify's defaults","No built-in audit logging for environment variable changes — changes are logged only in Netlify's activity feed","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.22,"ecosystem":0.48999999999999994,"match_graph":0.25,"freshness":0.6,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:25.635Z","last_scraped_at":"2026-05-03T15:19:41.318Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ahump20-mcp-serverless-netlify","compare_url":"https://unfragile.ai/compare?artifact=ahump20-mcp-serverless-netlify"}},"signature":"/OkCk8BlnIEikMP1Oya3jBQ7ag2zg5uAUFZX+NcotpGykz2nCeMr0SczMT98iwKExbxh+yYQo466/FINHMrsAw==","signedAt":"2026-06-19T22:48:59.070Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ahump20-mcp-serverless-netlify","artifact":"https://unfragile.ai/ahump20-mcp-serverless-netlify","verify":"https://unfragile.ai/api/v1/verify?slug=ahump20-mcp-serverless-netlify","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}