{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-adfin","slug":"adfin","name":"Adfin","type":"mcp","url":"https://github.com/Adfin-Engineering/mcp-server-adfin","page_url":"https://unfragile.ai/adfin","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-adfin__cap_0","uri":"capability://tool.use.integration.mcp.based.payment.data.integration.and.orchestration","name":"mcp-based payment data integration and orchestration","description":"Exposes Adfin's payment processing, invoicing, and accounting APIs through the Model Context Protocol (MCP) server interface, enabling LLM agents and AI tools to read/write payment data via standardized tool-calling conventions. Implements MCP resource handlers that map Adfin REST endpoints to callable tools with schema-based argument validation, allowing Claude and other MCP-compatible clients to query payment status, retrieve invoices, and trigger accounting reconciliations without direct API knowledge.","intents":["I want my AI agent to check payment status and invoice details without hardcoding API calls","I need Claude to help reconcile accounting records by querying Adfin data through natural language","I want to build an LLM-powered financial assistant that can retrieve and summarize payment history"],"best_for":["AI/LLM application developers building financial automation agents","Teams integrating Adfin into Claude-powered workflows","Builders creating multi-tool AI systems that need payment data access"],"limitations":["Requires active Adfin account and API credentials — no sandbox/demo mode documented","MCP protocol overhead adds latency compared to direct REST calls","Limited to read/write operations exposed by Adfin API — cannot create custom payment workflows","No built-in caching or request batching — each tool call hits Adfin servers directly"],"requires":["Adfin account with API access enabled","MCP-compatible client (Claude Desktop, or custom MCP host)","Node.js 16+ (typical for MCP servers)","Valid Adfin API credentials (API key or OAuth token)"],"input_types":["structured JSON (tool arguments from MCP client)","natural language queries (via Claude's tool-calling interface)"],"output_types":["structured JSON (payment records, invoice data, reconciliation status)","text summaries (formatted for LLM consumption)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-adfin__cap_1","uri":"capability://data.processing.analysis.payment.status.querying.and.retrieval","name":"payment status querying and retrieval","description":"Implements MCP tool handlers that query Adfin's payment endpoints to retrieve real-time payment status, transaction history, and payment method details. Translates MCP tool calls with filters (date range, payment ID, status) into Adfin REST API requests, parses JSON responses, and returns structured payment records to the LLM client for analysis or further action.","intents":["I want to ask Claude 'what payments came in this week?' and get a structured list","I need to check if a specific invoice has been paid without logging into Adfin","I want my agent to monitor payment status and alert me when a payment is overdue"],"best_for":["Finance teams automating payment monitoring","Developers building AI-powered financial dashboards","Freelancers/SMBs using Claude to track cash flow"],"limitations":["Query latency depends on Adfin API response times — no local caching","Filtering capabilities limited to what Adfin API supports (date range, status, etc.)","No real-time webhooks — polling required for live payment updates","Cannot query historical data beyond Adfin's retention policy"],"requires":["Adfin account with payment history","Read access to Adfin API (API key with payments:read scope or equivalent)","MCP client connected to the server"],"input_types":["structured JSON (filter parameters: date_from, date_to, status, payment_id)"],"output_types":["structured JSON (array of payment objects with id, amount, status, date, payer, method)"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-adfin__cap_2","uri":"capability://tool.use.integration.invoice.generation.and.management.via.llm","name":"invoice generation and management via llm","description":"Provides MCP tool handlers for creating, updating, and retrieving invoices through Adfin's invoicing API. Accepts structured invoice data (client name, line items, due date, tax settings) from the LLM client, validates against Adfin's schema, submits to Adfin's invoice creation endpoint, and returns the created invoice ID and PDF URL. Supports invoice retrieval by ID and bulk listing with filters.","intents":["I want Claude to generate an invoice for a client based on a project description","I need to retrieve a specific invoice PDF and send it to a customer","I want my agent to list all unpaid invoices and send reminders"],"best_for":["Freelancers and agencies automating invoice creation","AI-powered billing assistants for SaaS platforms","Finance teams integrating invoice workflows into LLM agents"],"limitations":["Invoice creation requires valid client/customer records in Adfin — cannot create ad-hoc invoices","No template system exposed — must provide full invoice details each time","PDF generation happens server-side; no client-side customization","Bulk invoice creation not supported — one tool call per invoice"],"requires":["Adfin account with invoicing module enabled","Write access to Adfin API (API key with invoices:write scope)","Pre-existing customer/client records in Adfin"],"input_types":["structured JSON (client_id, line_items[], due_date, tax_rate, currency, notes)"],"output_types":["structured JSON (invoice_id, invoice_number, pdf_url, status, created_at)","PDF URL (for direct download or embedding)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-adfin__cap_3","uri":"capability://automation.workflow.accounting.reconciliation.and.data.sync","name":"accounting reconciliation and data sync","description":"Implements MCP tool handlers that trigger Adfin's accounting reconciliation engine, which matches payments against invoices, detects discrepancies, and syncs transaction data with accounting systems (QuickBooks, Xero, etc.). Accepts reconciliation parameters (date range, account filter) and returns reconciliation status, matched/unmatched transactions, and any errors requiring manual review.","intents":["I want Claude to run a monthly reconciliation and report any mismatches","I need to sync Adfin payments to my accounting software automatically","I want my agent to identify unpaid invoices and flag them for follow-up"],"best_for":["Accountants and bookkeepers automating month-end reconciliation","Finance teams integrating Adfin with accounting software","CFOs building AI-powered financial oversight dashboards"],"limitations":["Reconciliation accuracy depends on data quality in Adfin and linked accounting systems","Manual review required for complex discrepancies (partial payments, refunds, adjustments)","Sync latency varies by accounting system (QuickBooks API can be slow)","No rollback capability — reconciliation changes are permanent once committed"],"requires":["Adfin account with accounting module enabled","Connected accounting system (QuickBooks, Xero, or other supported platform)","Write access to Adfin API (invoices:read, payments:read, accounting:write scopes)"],"input_types":["structured JSON (date_from, date_to, account_filter, reconciliation_mode: 'auto' | 'manual')"],"output_types":["structured JSON (reconciliation_id, matched_count, unmatched_count, discrepancies[], sync_status, errors[])"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-adfin__cap_4","uri":"capability://data.processing.analysis.multi.currency.and.tax.handling","name":"multi-currency and tax handling","description":"Provides MCP tool handlers that manage multi-currency payments and tax calculations through Adfin's currency and tax APIs. Accepts payment/invoice requests with currency codes and tax jurisdictions, applies real-time exchange rates and tax rules (VAT, GST, sales tax), and returns tax-inclusive totals and currency conversions. Supports tax compliance reporting for multiple jurisdictions.","intents":["I want Claude to calculate invoice totals with correct tax for a UK client (VAT)","I need to process a payment in EUR and convert it to my home currency (USD)","I want my agent to generate tax reports for multiple countries where I have clients"],"best_for":["International freelancers and agencies with multi-currency clients","SaaS platforms serving global customers with varying tax requirements","Finance teams managing cross-border payments and tax compliance"],"limitations":["Exchange rates updated at Adfin's refresh interval (typically hourly) — not real-time","Tax rules limited to jurisdictions Adfin supports — custom tax logic not available","No tax filing automation — reports generated for manual submission","Currency conversion fees not calculated — only exchange rates applied"],"requires":["Adfin account with multi-currency and tax modules enabled","Tax jurisdiction configuration in Adfin (VAT ID, tax registration numbers)","Read access to Adfin API (payments:read, invoices:read, tax:read scopes)"],"input_types":["structured JSON (amount, from_currency, to_currency, tax_jurisdiction, tax_rate_override)"],"output_types":["structured JSON (converted_amount, exchange_rate, tax_amount, total_with_tax, tax_jurisdiction, compliance_notes)"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-adfin__cap_5","uri":"capability://tool.use.integration.payment.method.and.customer.management","name":"payment method and customer management","description":"Exposes MCP tool handlers for managing payment methods (credit cards, bank accounts, digital wallets) and customer records in Adfin. Allows creation, update, and retrieval of customer profiles with payment method associations, tokenization of sensitive payment data, and validation of payment method eligibility. Integrates with Adfin's PCI compliance framework to ensure secure handling of payment credentials.","intents":["I want Claude to add a new payment method for a customer without storing sensitive data","I need to retrieve a customer's payment methods and select the best one for a transaction","I want my agent to validate that a payment method is active before attempting a charge"],"best_for":["Payment processors and fintech platforms building LLM-powered payment flows","E-commerce teams automating customer onboarding and payment setup","Subscription services managing customer payment methods at scale"],"limitations":["PCI compliance restrictions — cannot expose full payment method details to LLM (only tokens/masks)","Payment method validation depends on payment processor availability — may fail during outages","No direct payment method deletion — requires Adfin's secure deletion workflow","Tokenization adds latency (~100-200ms per method) for security processing"],"requires":["Adfin account with payment method management enabled","PCI DSS compliance certification (Adfin handles most, but integration must follow standards)","Write access to Adfin API (customers:write, payment_methods:write scopes)"],"input_types":["structured JSON (customer_id, payment_method_type: 'card' | 'bank_account' | 'wallet', payment_method_token)"],"output_types":["structured JSON (customer_id, payment_method_id, method_type, masked_details, is_default, expires_at, validation_status)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"high","permissions":["Adfin account with API access enabled","MCP-compatible client (Claude Desktop, or custom MCP host)","Node.js 16+ (typical for MCP servers)","Valid Adfin API credentials (API key or OAuth token)","Adfin account with payment history","Read access to Adfin API (API key with payments:read scope or equivalent)","MCP client connected to the server","Adfin account with invoicing module enabled","Write access to Adfin API (API key with invoices:write scope)","Pre-existing customer/client records in Adfin"],"failure_modes":["Requires active Adfin account and API credentials — no sandbox/demo mode documented","MCP protocol overhead adds latency compared to direct REST calls","Limited to read/write operations exposed by Adfin API — cannot create custom payment workflows","No built-in caching or request batching — each tool call hits Adfin servers directly","Query latency depends on Adfin API response times — no local caching","Filtering capabilities limited to what Adfin API supports (date range, status, etc.)","No real-time webhooks — polling required for live payment updates","Cannot query historical data beyond Adfin's retention policy","Invoice creation requires valid client/customer records in Adfin — cannot create ad-hoc invoices","No template system exposed — must provide full invoice details each time","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.37,"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":"2026-06-17T09:51:02.370Z","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=adfin","compare_url":"https://unfragile.ai/compare?artifact=adfin"}},"signature":"goIgqhh6dUD89Xdq2YBTHT6Z22kQdMhudhM3tfvWUGBJursa8ZzLZpC269VLfU7/XMSk3PdC94S+dfYUonZLAg==","signedAt":"2026-06-22T06:36:13.596Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/adfin","artifact":"https://unfragile.ai/adfin","verify":"https://unfragile.ai/api/v1/verify?slug=adfin","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"}}