{"id":"adfin-engineering-mcp-server-adfin","name":"Adfin","af_score":41.2,"security_score":44.5,"reliability_score":27.5,"what_it_does":"A Model Context Protocol (MCP) server that provides programmatic access to Adfin APIs, enabling AI agents to integrate with Adfin's financial management platform for invoice creation, credit control checks, and document uploads.","best_when":"You want to give Claude Desktop (or another MCP-compatible AI) direct access to Adfin operations in a simplified, conversational way.","avoid_when":"You need enterprise-grade security controls, detailed access management, or have regulatory compliance requirements around API access patterns.","last_evaluated":"2026-04-04T22:11:47.206530+00:00","has_mcp":true,"has_api":false,"auth_methods":["Email/password (passed via environment variables)"],"has_free_tier":false,"known_gotchas":["Plaintext password storage in config — credentials visible in config file","No documented error handling or error code reference","Dynamic Adfin API tool discovery on each startup (10-20 second startup lag)","No rate limiting documentation","Minimal README documentation of available tools and their parameters","Email/password auth is stateful and could fail if Adfin session expires","No SDK abstraction — directly delegates to Adfin API, inheriting any API quirks"],"error_quality":0.0}