{"id":"infracloudio-github-mcp-server","name":"github-mcp-server","af_score":43.2,"security_score":59.0,"reliability_score":15.0,"what_it_does":"Provides a Model Context Protocol (MCP) server that exposes GitHub-related tools (e.g., listing/searching and creating issues/PRs, pending reviews, and issue priority analysis). Tools are described as stateless and require authentication with permission checks.","best_when":"You want an agent-friendly, tool-based integration to GitHub issue/PR workflows via MCP, using a token-based auth model and controlled permissions.","avoid_when":"You need a fully documented REST/OpenAPI interface, webhooks, or strong published guarantees about retries/idempotency and error formats beyond what is stated in the README.","last_evaluated":"2026-04-04T19:51:29.238468+00:00","has_mcp":true,"has_api":false,"auth_methods":["GitHub OAuth App credentials / GitHub token (GITHUB_TOKEN env var)"],"has_free_tier":false,"known_gotchas":["Write operations (e.g., create_issue) may require careful handling to avoid duplicates, but idempotency behavior is not documented in the README.","Pagination/limit behavior for list/search tools is not documented in the README.","Error formats and retry guidance are not documented in the README; agents may need to infer retry behavior from runtime errors."],"error_quality":0.0}