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Each Stripe API operation (e.g., POST /v1/charges, GET /v1/customers/{id}) becomes a callable MCP tool with JSON schema validation for inputs and structured response typing. The mapping preserves Stripe's parameter semantics (required vs optional, enums, numeric ranges) and enforces them at the MCP layer.","intents":["I want Claude to call Stripe APIs with validated parameters so invalid requests fail fast","I need type-safe Stripe API calls through MCP without manually writing parameter schemas","I want to ensure only valid Stripe operations are exposed to the LLM client"],"best_for":["Teams building production Stripe agents where parameter validation is critical","Developers who want to prevent invalid API calls from reaching Stripe","Use cases requiring strict adherence to Stripe's API contract"],"limitations":["Validation is schema-based only — does not perform business logic validation (e.g., 'customer must exist before charging')","Complex Stripe parameters (nested objects, conditional fields) may not map perfectly to MCP schema constraints","Error messages from Stripe API are passed through as-is — no custom error translation or retry logic","No support for Stripe webhooks or async operations — only synchronous request-response patterns"],"requires":["Stripe OpenAPI schema (bundled with @stripe/mcp)","MCP-compatible client that respects JSON schema validation"],"input_types":["Stripe API parameters (strings, numbers, booleans, objects)"],"output_types":["Stripe API response objects (JSON)","Validation errors (JSON schema violations)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm_npm-stripemcp__cap_3","uri":"capability://safety.moderation.stripe.authentication.and.credential.injection","name":"stripe authentication and credential injection","description":"Manages Stripe API key injection into the MCP server runtime, supporting both environment variables and CLI arguments. 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It manages the MCP transport layer (stdio, HTTP, or other transports) and ensures responses conform to MCP schema.","intents":["I want Claude to discover and call Stripe operations as MCP tools","I need the server to handle MCP protocol details so my client doesn't have to","I want to expose Stripe APIs through a standard, protocol-compliant interface"],"best_for":["Developers building Claude agents that need Stripe integration","Teams standardizing on MCP for LLM tool access","Use cases requiring protocol-compliant tool exposure"],"limitations":["MCP is a relatively new protocol — client support is limited (Claude, some open-source clients)","No built-in support for streaming responses — all Stripe API responses are buffered and returned as complete objects","Tool discovery is static (based on Stripe schema) — no dynamic tool registration at runtime","No built-in request/response logging or tracing for MCP protocol messages"],"requires":["MCP-compatible client (Claude, MCP SDK, etc.)","Node.js 16+ for server runtime"],"input_types":["MCP tool call requests (JSON)"],"output_types":["MCP tool responses (JSON)","Tool discovery responses (list of available tools)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm_npm-stripemcp__cap_5","uri":"capability://safety.moderation.stripe.api.error.handling.and.response.normalization","name":"stripe api error handling and response normalization","description":"Catches Stripe API errors (authentication failures, validation errors, rate limits, server errors) and translates them into MCP-compatible error responses. 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Includes retry logic for transient failures (5xx errors, rate limits) with exponential backoff.","intents":["I want the MCP client to receive clear, structured error messages when Stripe API calls fail","I need automatic retry logic for transient Stripe errors without client-side handling","I want to distinguish between client errors (invalid parameters) and server errors (Stripe outage)"],"best_for":["Production agents where error handling and resilience are critical","Teams building user-facing applications that need graceful error recovery","Scenarios requiring automatic retry without client intervention"],"limitations":["Retry logic is server-side only — clients cannot customize retry behavior or backoff strategy","No circuit breaker pattern — server will continue retrying even during extended Stripe outages","Error messages are Stripe-native — no custom error translation or localization","Rate limit handling is basic — no token bucket or adaptive rate limiting"],"requires":["Valid Stripe API key (to trigger and handle errors appropriately)"],"input_types":["Stripe API error responses (HTTP status codes, JSON error bodies)"],"output_types":["MCP error responses (structured JSON)","Retry attempts (transparent to client)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["Node.js 16+ (for MCP server runtime)","npm or yarn package manager","Valid Stripe API key (secret key, not publishable)","MCP-compatible client (Claude, or other MCP-aware LLM interface)","Node.js 16+","npm or yarn","Stripe API key accessible via environment variable or CLI flag","Stripe OpenAPI schema (bundled with @stripe/mcp)","MCP-compatible client that respects JSON schema validation","Valid Stripe secret API key (not publishable key)"],"failure_modes":["Requires valid Stripe API key with appropriate permissions — missing/invalid keys will fail server startup","Generated server exposes all Stripe endpoints the API key has access to — no built-in capability filtering or RBAC","Schema generation is one-time at setup; real-time schema updates require re-running the bootstrap command","No built-in request rate limiting or quota management — relies on Stripe's native rate limits","CLI is Node.js-only — no native binaries for other languages or runtimes","Server runs in-process with the CLI — no built-in process daemonization or systemd integration","Configuration is CLI-flag or environment-variable based — no persistent config file support documented","Limited observability — no built-in logging configuration or metrics export","Validation is schema-based only — does not perform business logic validation (e.g., 'customer must exist before charging')","Complex Stripe parameters (nested objects, conditional fields) may not map perfectly to MCP schema constraints","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.22,"ecosystem":0.38999999999999996,"match_graph":0.25,"freshness":0.52,"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":"2026-05-24T12:16:24.482Z","last_scraped_at":"2026-05-03T14:23:53.040Z","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=npm-stripemcp","compare_url":"https://unfragile.ai/compare?artifact=npm-stripemcp"}},"signature":"zeJFOuoPqYRoXwQ1gFtFFmPzPZ0Ebql21WIn47o1xuG6RPfDZGarfmIwmA2mPjpstLHGcieBpnoh6WkYEGd1AA==","signedAt":"2026-06-22T01:54:30.594Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/npm-stripemcp","artifact":"https://unfragile.ai/npm-stripemcp","verify":"https://unfragile.ai/api/v1/verify?slug=npm-stripemcp","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"}}