{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-chargebee","slug":"chargebee","name":"Chargebee","type":"mcp","url":"https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol","page_url":"https://unfragile.ai/chargebee","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-chargebee__cap_0","uri":"capability://tool.use.integration.subscription.lifecycle.management.via.agent.tools","name":"subscription-lifecycle-management-via-agent-tools","description":"Exposes Chargebee subscription operations (create, update, cancel, pause) as MCP tools that AI agents can invoke through standardized tool-calling protocols. Implements a schema-based function registry that maps Chargebee API endpoints to agent-callable tools with parameter validation, enabling agents to manage subscription state without direct API knowledge.","intents":["Enable an AI agent to create or modify customer subscriptions based on conversational requests","Allow agents to pause or cancel subscriptions with proper state validation","Automate subscription lifecycle decisions based on customer data or business rules"],"best_for":["SaaS teams building AI-powered customer support agents","Billing automation engineers integrating Chargebee with agentic workflows","Teams deploying multi-turn conversations that require subscription mutations"],"limitations":["Requires valid Chargebee API credentials with appropriate scopes; no built-in credential rotation","Tool invocations are synchronous — long-running subscription operations may timeout if Chargebee API is slow","No transaction rollback mechanism if a multi-step subscription workflow partially fails"],"requires":["Chargebee account with API access enabled","Valid Chargebee API key (publishable or full-access)","MCP client implementation (Claude Desktop, custom agent framework, etc.)","Network connectivity to Chargebee API endpoints"],"input_types":["structured JSON parameters (customer_id, plan_id, billing_cycles, etc.)","natural language agent requests (converted to tool parameters by LLM)"],"output_types":["subscription object with updated state","error responses with Chargebee error codes","structured confirmation of mutation success/failure"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_1","uri":"capability://memory.knowledge.customer.data.retrieval.and.context.injection","name":"customer-data-retrieval-and-context-injection","description":"Provides MCP tools to fetch customer profiles, subscription history, and billing data from Chargebee and inject this context into agent memory or conversation state. Uses Chargebee's query APIs to retrieve structured customer records and formats them for LLM consumption, enabling agents to make decisions based on current billing state.","intents":["Retrieve a customer's current subscription, plan, and billing status to answer support questions","Fetch payment history and invoice data to provide billing context in agent responses","Look up customer metadata and custom fields to personalize agent interactions"],"best_for":["Customer support teams building AI agents that need billing context","Billing inquiry automation where agents must reference current subscription state","Personalization engines that require customer history for context-aware responses"],"limitations":["Chargebee API rate limits apply; high-volume agent queries may hit throttling (typically 100 req/sec per account)","Data freshness depends on Chargebee sync latency; real-time changes may not be immediately visible","No built-in caching layer — repeated queries for the same customer incur API calls and latency"],"requires":["Chargebee API key with read permissions on customers and subscriptions","Customer identifiers (customer_id or email) to query against","MCP client with tool-calling support"],"input_types":["customer_id (string)","email (string)","subscription_id (string)","query filters (date ranges, status filters)"],"output_types":["customer object with profile, subscriptions, and billing details","subscription array with plan, pricing, and renewal dates","invoice list with payment status and amounts","structured JSON suitable for LLM context windows"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_2","uri":"capability://tool.use.integration.invoice.and.payment.operations.via.agent.commands","name":"invoice-and-payment-operations-via-agent-commands","description":"Exposes invoice creation, payment processing, and refund operations as MCP tools, allowing agents to issue refunds, create manual invoices, or trigger payment retries through structured tool calls. Implements validation of refund amounts against invoice totals and payment method availability before executing operations.","intents":["Process customer refund requests through agent conversation without manual dashboard access","Create manual invoices for one-off charges or adjustments initiated by agent logic","Retry failed payments or update payment methods based on agent-driven workflows"],"best_for":["Billing operations teams automating refund and invoice workflows","Customer success agents handling billing disputes and adjustments","Subscription platforms requiring autonomous payment recovery"],"limitations":["Refund operations are irreversible once committed; no built-in approval workflow or audit trail within MCP layer","Payment retry logic depends on Chargebee's retry configuration; agent cannot override retry schedules","Refund amounts must be validated against invoice totals — partial refunds require careful parameter validation"],"requires":["Chargebee API key with write permissions on invoices and payments","Subscription or invoice ID to target for refund/payment operations","MCP client with tool-calling and error handling"],"input_types":["invoice_id (string)","refund_amount (decimal)","reason (string, optional)","payment_method_id (string, optional)"],"output_types":["refund confirmation with transaction ID","updated invoice with refund applied","payment status update","error details if operation fails (e.g., insufficient invoice balance)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_3","uri":"capability://memory.knowledge.plan.and.pricing.catalog.retrieval","name":"plan-and-pricing-catalog-retrieval","description":"Provides MCP tools to query Chargebee's plan catalog, pricing tiers, and add-ons, returning structured pricing data that agents can reference when recommending upgrades or explaining billing to customers. Caches plan metadata to reduce API calls and enables agents to reason about plan comparisons.","intents":["Retrieve available plans and pricing to recommend upgrades during customer conversations","Compare plan features and pricing tiers to help customers choose appropriate plans","Look up add-on pricing and availability to suggest upsells"],"best_for":["Sales and customer success agents recommending plan upgrades","Self-service chatbots explaining pricing and plan differences","Billing inquiry agents that need to reference current pricing"],"limitations":["Plan catalog is static per query; changes to pricing require re-fetching (no real-time push updates)","Add-on availability depends on plan configuration; agents must validate add-on eligibility per plan","Pricing data may include complex tax rules and regional variations that agents may misinterpret"],"requires":["Chargebee API key with read permissions on plans and add-ons","MCP client with tool-calling support"],"input_types":["plan_id (string, optional for filtering)","currency (string, optional for pricing in specific currency)"],"output_types":["plan array with pricing, billing cycles, and features","add-on list with pricing and applicability","structured JSON suitable for agent reasoning and recommendations"],"categories":["memory-knowledge","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_4","uri":"capability://tool.use.integration.coupon.and.discount.application.via.agent.tools","name":"coupon-and-discount-application-via-agent-tools","description":"Exposes coupon creation, validation, and application as MCP tools, allowing agents to generate discount codes, apply coupons to subscriptions, or validate coupon eligibility based on customer attributes. Implements coupon validation logic to prevent invalid discount applications.","intents":["Apply promotional coupons to customer subscriptions based on agent-driven business logic","Generate one-time discount codes for customer retention or loyalty programs","Validate coupon eligibility and discount amounts before application"],"best_for":["Customer retention agents offering discounts to at-risk customers","Promotional automation systems applying coupons based on customer segments","Support agents handling discount requests and loyalty programs"],"limitations":["Coupon creation requires pre-defined coupon templates in Chargebee; agents cannot create arbitrary discount rules","Coupon application is subscription-specific; bulk coupon application requires iterative tool calls","Discount stacking rules depend on Chargebee configuration; agents may not understand complex coupon interactions"],"requires":["Chargebee API key with write permissions on coupons and subscriptions","Subscription ID to apply coupon to","Coupon code or coupon template ID"],"input_types":["coupon_code (string)","subscription_id (string)","customer_id (string, optional for validation)"],"output_types":["coupon validation result (valid/invalid with reason)","subscription update with coupon applied","discount amount and effective period","error details if coupon cannot be applied"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_5","uri":"capability://automation.workflow.webhook.event.streaming.and.agent.triggering","name":"webhook-event-streaming-and-agent-triggering","description":"Implements MCP server-side event handling to receive Chargebee webhooks (subscription changes, payment failures, invoice generation) and trigger agent actions based on event types. Routes webhook events to agent-callable tools or context updates, enabling reactive automation workflows.","intents":["Trigger agent actions when subscription events occur (e.g., payment failure → outreach)","Stream billing events to agents for real-time decision-making and customer engagement","Automate customer outreach workflows based on Chargebee event triggers"],"best_for":["Billing automation teams building event-driven agent workflows","Customer success platforms that react to subscription changes in real-time","Churn prevention systems triggered by payment failures or cancellation events"],"limitations":["Webhook delivery is asynchronous and not guaranteed; events may be delayed or duplicated","MCP server must expose a public endpoint for Chargebee webhooks; requires network configuration and security hardening","Event processing latency depends on agent response time; slow agents may miss time-sensitive events (e.g., payment retry windows)"],"requires":["Chargebee account with webhook configuration enabled","Public endpoint URL for MCP server to receive webhooks","Webhook signature verification (HMAC) to validate Chargebee authenticity","Agent framework with event-driven trigger support"],"input_types":["webhook payload (JSON) with event type and resource data","event_type (string: subscription_created, payment_failed, invoice_generated, etc.)"],"output_types":["agent trigger with event context","structured event data for agent reasoning","webhook acknowledgment (HTTP 200) to Chargebee"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_6","uri":"capability://data.processing.analysis.multi.currency.and.localization.support","name":"multi-currency-and-localization-support","description":"Provides MCP tools to handle multi-currency pricing, localized billing addresses, and regional tax calculations, enabling agents to interact with global customers. Translates pricing and billing data into customer-specific currencies and locales based on customer attributes.","intents":["Display pricing and billing information in customer's local currency","Handle billing address validation and tax calculation for different regions","Support multi-currency subscriptions and pricing comparisons across regions"],"best_for":["Global SaaS platforms with customers in multiple regions","International customer support agents handling billing inquiries","Billing systems requiring regional tax and currency handling"],"limitations":["Currency conversion rates depend on Chargebee's configured rates; agents cannot override exchange rates","Tax calculation complexity varies by region; agents may not understand regional tax rules (VAT, GST, etc.)","Billing address validation is region-specific; agents must understand local address formats"],"requires":["Chargebee account with multi-currency support enabled","Customer locale/currency preferences configured in Chargebee","MCP client with support for locale-aware data handling"],"input_types":["customer_id (string)","currency_code (string, e.g., USD, EUR, GBP)","billing_address (structured address object)"],"output_types":["pricing in customer's local currency","tax-inclusive or tax-exclusive pricing based on region","billing address validation result","localized invoice and receipt data"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_7","uri":"capability://memory.knowledge.agent.context.persistence.and.conversation.state","name":"agent-context-persistence-and-conversation-state","description":"Manages conversation state and customer context across multi-turn agent interactions, storing customer ID, subscription state, and billing context in MCP session memory. Enables agents to maintain context about customer billing history and previous interactions without re-fetching data.","intents":["Maintain customer context across multiple conversation turns without re-querying Chargebee","Track agent decisions and actions within a conversation for audit and compliance","Enable agents to reference previous billing interactions and decisions"],"best_for":["Multi-turn customer support conversations requiring billing context","Compliance and audit systems tracking agent decisions on billing matters","Conversation systems requiring persistent customer context"],"limitations":["Context persistence is session-scoped; no built-in cross-session memory or long-term storage","Stale context risk if Chargebee data changes during conversation; no automatic refresh mechanism","Context size is limited by agent framework's memory constraints; large conversation histories may exceed limits"],"requires":["MCP client with session state management","Agent framework supporting context injection and persistence","Initial customer context fetch from Chargebee"],"input_types":["customer_id (string)","conversation_turn (integer)","context_update (structured data)"],"output_types":["persisted customer context object","conversation state with billing decisions","context refresh confirmation"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chargebee__cap_8","uri":"capability://safety.moderation.error.handling.and.fallback.strategies","name":"error-handling-and-fallback-strategies","description":"Implements structured error handling for Chargebee API failures, rate limiting, and network issues, providing agents with fallback strategies and graceful degradation. Returns detailed error codes and recovery suggestions to enable agents to handle failures intelligently.","intents":["Handle Chargebee API errors gracefully without breaking agent workflows","Provide agents with fallback options when billing operations fail","Implement rate-limit-aware tool calling to avoid API throttling"],"best_for":["Production agent systems requiring high reliability","Customer-facing agents that must handle API failures gracefully","Billing automation systems with SLA requirements"],"limitations":["Fallback strategies are limited to MCP layer; cannot override Chargebee API behavior","Rate limiting is enforced by Chargebee; MCP server can only queue requests, not bypass limits","Error recovery depends on error type; some errors (invalid customer ID) are not recoverable"],"requires":["MCP client with error handling and retry logic","Agent framework supporting fallback tool execution","Chargebee API error documentation for mapping error codes"],"input_types":["API error response from Chargebee","retry configuration (max retries, backoff strategy)"],"output_types":["structured error object with error code and message","recovery suggestion (retry, fallback tool, manual intervention)","retry metadata (backoff delay, retry count)"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":26,"verified":false,"data_access_risk":"high","permissions":["Chargebee account with API access enabled","Valid Chargebee API key (publishable or full-access)","MCP client implementation (Claude Desktop, custom agent framework, etc.)","Network connectivity to Chargebee API endpoints","Chargebee API key with read permissions on customers and subscriptions","Customer identifiers (customer_id or email) to query against","MCP client with tool-calling support","Chargebee API key with write permissions on invoices and payments","Subscription or invoice ID to target for refund/payment operations","MCP client with tool-calling and error handling"],"failure_modes":["Requires valid Chargebee API credentials with appropriate scopes; no built-in credential rotation","Tool invocations are synchronous — long-running subscription operations may timeout if Chargebee API is slow","No transaction rollback mechanism if a multi-step subscription workflow partially fails","Chargebee API rate limits apply; high-volume agent queries may hit throttling (typically 100 req/sec per account)","Data freshness depends on Chargebee sync latency; real-time changes may not be immediately visible","No built-in caching layer — repeated queries for the same customer incur API calls and latency","Refund operations are irreversible once committed; no built-in approval workflow or audit trail within MCP layer","Payment retry logic depends on Chargebee's retry configuration; agent cannot override retry schedules","Refund amounts must be validated against invoice totals — partial refunds require careful parameter validation","Plan catalog is static per query; changes to pricing require re-fetching (no real-time push updates)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.28,"ecosystem":0.39999999999999997,"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":"2026-06-17T09:51:02.371Z","last_scraped_at":"2026-05-03T14:00:15.503Z","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=chargebee","compare_url":"https://unfragile.ai/compare?artifact=chargebee"}},"signature":"5q44FxY6f+xT6tO7+2JSQRBohHGnXqRXj5mPRdx08VVwj0R6gPFtMAPJztvrp/7deQg4GTp5JFpRW/fBnf7cDw==","signedAt":"2026-06-23T05:21:04.285Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/chargebee","artifact":"https://unfragile.ai/chargebee","verify":"https://unfragile.ai/api/v1/verify?slug=chargebee","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"}}