{"id":"shadowk1337-mcp-csv-server","name":"mcp-csv-server","homepage":null,"repo_url":"https://github.com/shadowk1337/mcp-csv-server","category":"devtools","subcategories":[],"tags":["mcp","csv","data-processing","agent-integration","developer-tools"],"what_it_does":"MCP server for working with CSV data via the Model Context Protocol (MCP). (Assessment based on the package name and minimal metadata; no repo README or API contract details were provided.)","use_cases":["Expose CSV parsing/querying capabilities to MCP-compatible AI agents","Transform and validate CSV data through agent-driven workflows","Load CSV files into LLM-assisted data processing pipelines"],"not_for":["Production-grade data governance without additional security and compliance controls","High-throughput batch ETL requiring guaranteed performance/throughput SLAs","Cases where you need a standard REST/GraphQL API instead of MCP integration"],"best_when":null,"avoid_when":null,"alternatives":["mcp-server implementations for dataframes/CSV in your chosen language","Direct CSV handling via data tooling (e.g., pandas in Python) with custom agent wrappers","Convert CSV to a database (e.g., SQLite/Postgres) and query via SQL-focused tooling"],"af_score":29.8,"security_score":21.5,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:02:38.730721+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the supplied content."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":29.8,"security_score":21.5,"reliability_score":27.5,"mcp_server_quality":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":30.0,"secret_handling":20.0,"security_notes":"No repository security, transport, auth, or dependency/Vuln scanning details were provided. As an MCP server, it may handle user-provided CSV content; robust input validation and safe file handling would be important but are not verifiable from the supplied data.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":50.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No documentation/contract provided here to confirm tool names, input/output schemas, or limits—agents may need trial-and-error.","CSV-related operations often have edge cases around delimiters, quoting, encoding, and large files; behavior is unknown without docs/tests."]}}