{"id":"agentfy-io-agentfy","name":"Agentfy","homepage":null,"repo_url":"https://github.com/Agentfy-io/Agentfy","category":"automation","subcategories":[],"tags":["ai-agents","multi-agent-systems","mcp-inspired","social-media-automation","python","streamlit","workflow-engine"],"what_it_does":"Agentfy is a Python multi-agent workflow/coordination system intended to automate social-media-related tasks across multiple platforms (e.g., content discovery, content transformation/posting, messaging/support). It’s described as MCP-inspired and modular via an agent registry, and it can be run via CLI or a local Streamlit web UI.","use_cases":["Cross-platform social media content generation and posting","Automated/assisted messaging workflows for social accounts","Buyer/creator discovery and outreach workflows across social platforms","Content transformation (captions, subtitles, hashtags) for multiple platforms","Creator discovery and competitor/stream monitoring-style pipelines"],"not_for":["A turnkey hosted SaaS API (it appears to run locally from source)","Production-grade, standards-based programmatic APIs without additional engineering","Use cases requiring strong documented compliance controls (not evidenced in the provided README)","Use cases needing clear, documented rate-limit and retry semantics"],"best_when":"You want a modular, self-hosted multi-agent framework for experimenting with social automation workflows and integrating platform-specific agents.","avoid_when":"You need a clearly specified, production-ready REST/GraphQL API with stable contracts, well-defined error/retry behavior, and explicit operational guarantees.","alternatives":["TikHub APIs/SDKs for social data access (as referenced by the repo)","Other agent orchestration frameworks (e.g., LangGraph, CrewAI) combined with platform APIs","Custom workflow engines (e.g., Temporal) plus platform-specific client libraries"],"af_score":30.0,"security_score":46.2,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:28:35.063534+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":["Python"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Platform API keys via environment variables (.env)","Platform secrets via environment variables (.env)"],"oauth":false,"scopes":false,"notes":"README indicates using API keys/secrets in a local .env file (e.g., OPENAI_API_KEY, X_API_KEY/X_API_SECRET, YOUTUBE_API_KEY). It does not describe per-scope authorization or OAuth flows."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Licensing is Apache-2.0, suggesting self-hosting without a listed vendor pricing model. Operational costs depend on LLM usage and any platform API access."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":30.0,"security_score":46.2,"reliability_score":22.5,"mcp_server_quality":20.0,"documentation_accuracy":55.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":5.0,"tls_enforcement":70.0,"auth_strength":45.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":55.0,"security_notes":"README indicates secrets are supplied via .env rather than hardcoded (positive), but provides no details on how they are stored/loaded, whether they are logged, or whether requests are protected with TLS beyond typical expectations. No evidence of fine-grained scopes, least-privilege design, input/output sanitization, or robust error-handling that avoids leaking secrets.","uptime_documented":0.0,"version_stability":45.0,"breaking_changes_history":30.0,"error_recovery":15.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Platform integrations require obtaining and configuring multiple third-party API keys/secrets in .env","No documented REST/MCP contract details are provided in the README for programmatic agent-to-agent calling","Social-platform automations may have complex platform-specific permissions/quotas and failure modes not described here"]}}