{"id":"cdatasoftware-twilio-mcp-server-by-cdata","name":"twilio-mcp-server-by-cdata","af_score":51.5,"security_score":31.2,"reliability_score":21.2,"what_it_does":"Provides a local (stdio) read-only Model Context Protocol (MCP) server that wraps the CData JDBC Driver for Twilio, exposing Twilio data as relational tables/columns and tool-callable operations (list tables/columns, run SELECT queries) for AI clients like Claude Desktop.","best_when":"You have an AI desktop client running on the same machine and you want local, interactive read-only access to Twilio data via MCP using CData’s Twilio JDBC driver.","avoid_when":"You need fine-grained authorization per assistant action/user, remote network exposure, or strong operational guarantees like documented SLAs and explicit retry/idempotency semantics at the MCP layer.","last_evaluated":"2026-04-04T20:00:02.085140+00:00","has_mcp":true,"has_api":false,"auth_methods":["JDBC driver licensing (java -jar cdata.jdbc.twilio.jar --license)","JDBC connection string authentication (may include OAuth per README note: 'If the data sources uses OAuth, you will need to authenticate in your browser')","MCP server itself is configured via a local .prp file containing JDBC credentials/connection string parameters"],"has_free_tier":false,"known_gotchas":["Server uses stdio, so it must run on the same machine as the MCP client (e.g., Claude Desktop).","Tooling is read-oriented; despite text saying 'read, write, update, delete' in the general description, this specific project is labeled 'read-only' in the README lead section.","Because the SQL tool accepts a SQL string, agents may generate inefficient or overly broad SELECT queries; README does not mention query limits or safe mode.","Claude may require fully quitting/restarting to see the MCP server tools."],"error_quality":0.0}