{"id":"agent-infra-sandbox","name":"sandbox","homepage":"https://sandbox.agent-infra.com","repo_url":"https://github.com/agent-infra/sandbox","category":"infrastructure","subcategories":[],"tags":["ai-ml","sandbox","agents","browser-automation","mcp","filesystem","shell","jupyter","vscode","docker","api"],"what_it_does":"AIO Sandbox is an all-in-one Docker-based sandbox for AI agents that exposes browser automation (VNC/CDP plus MCP tools), shell execution, file read/write/list/search operations, Jupyter code execution, and an MCP hub. It also provides a web-based VSCode Server and integrates pre-configured MCP servers (browser, file, shell, markitdown) running within the same container with a shared filesystem.","use_cases":["Letting LLM agents browse and interact with websites (CDP/VNC and MCP browser tools)","Running shell commands safely inside a controlled environment","Programmatic file manipulation for multi-step agent workflows","Executing Python in Jupyter for data processing or transformations","Using an MCP-compatible tool layer to connect agents to browser/file/shell capabilities","Remote development in a browser via code-server"],"not_for":["Direct production use without careful threat modeling and network isolation","Handling highly sensitive data without additional isolation controls","Scenarios requiring strict, documented guarantees about sandbox security boundaries","Workloads needing enterprise-grade uptime/SLA guarantees"],"best_when":"You need a unified, agent-friendly execution environment to coordinate browser actions, code execution, and filesystem changes across interfaces (MCP + REST + SDK).","avoid_when":"You cannot restrict container access/networking or you need strong, verifiable assurances of sandbox isolation, auditability, and operational SLOs.","alternatives":["Browserless/Playwright services + a separate secure execution sandbox","Self-hosted Playwright + custom API for CDP automation","Toolformer-style function calling with isolated worker containers (browser + compute separate)","Open-source agent sandboxes and workflow runners (e.g., custom Docker-based tool runners)"],"af_score":52.5,"security_score":31.8,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:02:07.312979+00:00","interface":{"has_rest_api":true,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":"http://localhost:8080/mcp","has_sdk":true,"sdk_languages":["Python","TypeScript/JavaScript","Golang"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"The README examples show localhost usage and environment variables (JWT_PUBLIC_KEY) but do not document required auth mechanisms, enforcement, or scopes for the REST endpoints."},"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 is provided; appears designed for self-hosted/container deployment."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":52.5,"security_score":31.8,"reliability_score":25.0,"mcp_server_quality":75.0,"documentation_accuracy":70.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":5.0,"tls_enforcement":30.0,"auth_strength":35.0,"scope_granularity":10.0,"dependency_hygiene":40.0,"secret_handling":45.0,"security_notes":"Security posture cannot be fully verified from the provided README. Quick start uses seccomp=unconfined, which weakens syscall filtering. Auth requirements for the REST API are not clearly documented; JWT_PUBLIC_KEY is mentioned but enforcement/scoping is unclear. Since the service enables shell/file/browser actions, network and access controls (e.g., binding to localhost, firewall rules, auth) are critical. TLS is not discussed in the README.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Container access should be restricted; REST endpoints can execute commands and read/write files.","Use of seccomp=unconfined in quick start suggests the security boundary is not strictly hardened by default.","No explicit guidance found on retries, idempotency, or handling partial failures across multi-step agent workflows."]}}