{"id":"ta-lib-mcp-server","name":"ta-lib-mcp-server","af_score":65.5,"security_score":32.8,"reliability_score":23.8,"what_it_does":"A read-only Python MCP server that exposes TA-Lib functionality via MCP tools for listing available indicators/categories, fetching indicator metadata, computing indicator values from numeric OHLCV-like inputs, and reporting version information. If TA-Lib is not installed, it still starts and returns actionable errors for TA-Lib-related tools.","best_when":"You want an agent to programmatically browse and compute TA-Lib indicators in a local/offline, read-only manner using MCP tools.","avoid_when":"You need hosted APIs with SLAs, authentication for multi-tenant access, or you require strong operational guarantees not addressed by the provided documentation.","last_evaluated":"2026-04-04T21:42:54.882094+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["The server requires Python 3.13+ and MCP CLI support; agents may need a compatible runtime environment.","If TA-Lib is not installed, TA-Lib tools should fail with actionable errors; the agent should handle this fallback path.","Tool inputs are validated (per README), so malformed arrays/parameter types should produce validation errors that the agent must correct rather than retry blindly."],"error_quality":null}