{"id":"dishant27-linkedin-mcp-server","name":"linkedin-mcp-server","af_score":41.2,"security_score":58.5,"reliability_score":22.5,"what_it_does":"linkedin-mcp-server is a Model Context Protocol (MCP) server that connects an MCP-compatible LLM/agent to LinkedIn APIs for tasks like people search and profile retrieval, using OAuth 2.0 credentials provided via environment variables.","best_when":"You have an MCP-capable environment (e.g., Claude Desktop) and want an agent-friendly interface to LinkedIn data using OAuth credentials you manage yourself.","avoid_when":"You need a fully specified REST/SDK contract, strict guarantees on pagination/retry/idempotency, or you cannot securely manage OAuth client secrets.","last_evaluated":"2026-03-30T15:24:44.076183+00:00","has_mcp":true,"has_api":false,"auth_methods":["OAuth 2.0 (LinkedIn API access; token refresh implied by README)"],"has_free_tier":false,"known_gotchas":["LinkedIn API constraints/terms may limit what the MCP tools can safely do; ensure your use is compliant with LinkedIn policies.","README provides example tool names/parameters but not a definitive tool schema or edge-case behavior.","OAuth token management behavior (refresh, expiry handling) is only described at a high level; agent retry behavior is not specified."],"error_quality":0.0}