{
  "data": {
    "a": {
      "slug": "agentcore-code-interpreter",
      "name": "Amazon Bedrock AgentCore Code Interpreter",
      "vendor": "Amazon Web Services",
      "vendorUrl": "https://aws.amazon.com/bedrock/agentcore/",
      "kind": "http-api",
      "category": "code-sandboxes",
      "summary": "Amazon Bedrock AgentCore Code Interpreter is AWS's managed sandbox for running agent-written Python, JavaScript and TypeScript. Each session is a dedicated microVM, reached through the AWS API, the AgentCore SDKs or an MCP server.",
      "url": "https://www.anchorterminal.com/tools/agentcore-code-interpreter",
      "markdownUrl": "https://www.anchorterminal.com/tools/agentcore-code-interpreter.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/agentcore-code-interpreter.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agentcore-code-interpreter.json",
      "repo": "https://github.com/aws/bedrock-agentcore-sdk-python",
      "license": "Proprietary service under the AWS Service Terms. The AgentCore SDKs for Python and TypeScript and the AgentCore MCP server are Apache-2.0",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke",
      "packages": [
        {
          "registry": "pypi",
          "name": "bedrock-agentcore"
        },
        {
          "registry": "npm",
          "name": "bedrock-agentcore"
        },
        {
          "registry": "pypi",
          "name": "boto3"
        },
        {
          "registry": "pypi",
          "name": "awslabs.amazon-bedrock-agentcore-mcp-server"
        }
      ],
      "auth": "api-key",
      "authNotes": "AWS Signature Version 4 with IAM access keys or a role, self-serve once an AWS account exists. A policy must allow `bedrock-agentcore:StartCodeInterpreterSession`, `bedrock-agentcore:InvokeCodeInterpreter` and `bedrock-agentcore:StopCodeInterpreterSession` on the interpreter's ARN. The managed interpreter `aws.codeinterpreter.v1` needs no resource of its own. A custom interpreter takes a network mode and an execution role, which bounds the AWS resources code in the sandbox can reach. No partner or sales approval.",
      "pricing": "usage",
      "pricingNotes": "$0.0895 a vCPU-hour and $0.00945 a GB-hour, billed per second on CPU used and peak memory, with a one-second minimum and 128 MB minimum memory. AWS says I/O wait and idle time are free when no background process is running. Network data transfer is extra at EC2 rates. No allowance specific to Code Interpreter. New AWS accounts get up to $200 in Free Tier credits, and AWS says most new customers sign up without a payment method, so an agent's owner can start without a contract (https://aws.amazon.com/bedrock/agentcore/pricing/, https://aws.amazon.com/free/free-tier-faqs/, checked 2026-10-08).",
      "priceSummary": "$0.0895 / vCPU-hr",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on the Code Interpreter endpoints, in the API reference or on the pricing page. AgentCore Payments, a separate component, lets a customer's agents pay third parties over x402 and MPP and is not a way to pay AWS (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 776,
        "npmWeekly": 334717,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/code-interpreter-tool.html",
      "llmsTxt": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/llms.txt",
      "capabilities": [
        "sandbox.code",
        "sandbox.fs"
      ],
      "tags": [
        "hosted",
        "usage-priced",
        "closed-source",
        "python",
        "typescript",
        "enterprise",
        "llms-txt",
        "mcp",
        "free-tier",
        "no-card",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 71.3,
        "grade": "BB",
        "agentReady": true,
        "rank": 134,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 65,
          "payments": 30,
          "reliability": 85,
          "schema": 81,
          "security": 87,
          "transparency": 72
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-06-19. GHSA-6rfw-mq36-jm8h (CVE-2026-12530, high, CVSS 3.1 vector C:H/I:H), improper neutralisation of argument delimiters in the Python SDK's Code Interpreter `install_packages()`, so a crafted package name could run commands in the sandbox. Fixed in 1.6.1 and published, -1. https://osv.dev/vulnerability/GHSA-6rfw-mq36-jm8h",
          "2026-07-23. AWS bulletin 2026-065-AWS (CVE-2026-16796, GHSA-j6g5-3hh3-pgw8, high), the same class of flaw in `install_packages()` again, letting a remote authenticated user run arbitrary commands in the sandbox through crafted package names. Fixed in 1.18.1 and published with a workaround, -1. https://aws.amazon.com/security/security-bulletins/2026-065-aws/"
        ],
        "verdict": "Each session runs in its own microVM with 2 vCPU, 8 GB and a 10 GB disk for up to eight hours, and IAM can scope access to one interpreter. Sessions cannot be paused or resumed, and an AWS account with IAM set-up is needed before a first call.",
        "bestFor": "A team already on AWS that wants agent code to run under IAM, inside a VPC and beside S3 data, for sessions up to eight hours.",
        "strengths": [
          "Each session runs in a dedicated microVM, which AWS says is terminated and has its memory sanitised when the session ends",
          "Billing is per second on CPU used and peak memory, at $0.0895 a vCPU-hour and $0.00945 a GB-hour, with I/O wait and idle time free",
          "IAM actions cover each of the nine operations, with separate ARNs for the system interpreter and custom ones",
          "Rate limits are published per API, 30 requests a second for `StartCodeInterpreterSession` and `InvokeCodeInterpreter`, and 1,000 concurrent sessions per account",
          "The managed interpreter `aws.codeinterpreter.v1` needs no resource set-up, and `code_session` in the Python SDK starts and stops a session in one block"
        ],
        "weaknesses": [
          "No pause, resume or snapshot. Session files are removed when the session ends, and persistence needs a customer-owned S3 Files or EFS mount inside a VPC",
          "Every session is capped at 2 vCPU, 8 GB of memory and 10 GB of disk, and the cap is not adjustable",
          "`InvokeCodeInterpreter` takes one flat `arguments` object for nine operations, so the reference does not say which fields each operation requires",
          "The Bedrock SLA that AWS says applies to AgentCore dates from 4 October 2023 and names only the Bedrock APIs for models",
          "The SDK's `install_packages()` had two high-severity command-injection advisories in 2026, the second after the first fix"
        ],
        "agentNotes": [
          "Start a session with `StartCodeInterpreterSession`, then pass its id in the `x-amzn-code-interpreter-session-id` header on every `InvokeCodeInterpreter` call",
          "Set `sessionTimeoutSeconds` when starting. The default is 900 seconds and the maximum is eight hours, and the session ends itself at the timeout",
          "Stop sessions when done. Billing runs per second while code is busy, and a session left open counts against the 1,000 concurrent-session quota",
          "Use `bedrock-agentcore` 1.18.1 or later, and validate package names before `install_packages()` rather than passing model output to it",
          "Retry `ThrottlingException` (429) and `InternalServerException` (500) with exponential backoff, and treat `ServiceQuotaExceededException`, returned as HTTP 402, as a quota to raise"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 71.3
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 65,
          "payments": 30,
          "reliability": 85,
          "schema": 81,
          "security": 87,
          "transparency": 51
        },
        "provenanceScore": 93
      },
      "connect": {
        "install": "pip install bedrock-agentcore   # or: npm i bedrock-agentcore",
        "http": "awscurl -X POST \\\n  \"https://bedrock-agentcore.us-west-2.amazonaws.com/code-interpreters/aws.codeinterpreter.v1/tools/invoke\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"x-amzn-code-interpreter-session-id: $SESSION_ID\" \\\n  --service bedrock-agentcore --region us-west-2 \\\n  -d '{\"name\":\"executeCode\",\"arguments\":{\"language\":\"python\",\"code\":\"print(\\\"Hello, world!\\\")\"}}'",
        "config": {
          "mcpServers": {
            "bedrock-agentcore-mcp-server": {
              "args": [
                "awslabs.amazon-bedrock-agentcore-mcp-server@latest"
              ],
              "command": "uvx",
              "env": {
                "AGENTCORE_ENABLE_TOOLS": "code_interpreter",
                "FASTMCP_LOG_LEVEL": "ERROR"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/sandbox.code",
        "tool": "https://letme.dev/agentcore-code-interpreter"
      },
      "sameCompany": [
        "amazon-bedrock-customization",
        "amazon-textract",
        "aws-end-user-messaging",
        "amazon-sns",
        "amazon-s3",
        "amazon-eventbridge"
      ],
      "area": "agent-runtime",
      "unitPrices": [
        {
          "item": "CPU",
          "unit": "vcpu-hour",
          "usd": 0.0895,
          "note": "Billed per second on CPU used. Memory extra at $0.00945 a GB-hour on peak use"
        },
        {
          "item": "Session at the 2 vCPU, 8 GB cap, fully busy",
          "unit": "session-hour",
          "usd": 0.2546,
          "note": "Our sum of 2 x $0.0895 and 8 x $0.00945. I/O wait and idle time are not billed"
        }
      ],
      "provenance": {
        "legalEntity": "Amazon Web Services, Inc.",
        "domain": "amazonaws.com",
        "domainRegistered": "2005-08-18",
        "endpointOnVendorDomain": true,
        "terms": "https://aws.amazon.com/service-terms/",
        "privacy": "https://aws.amazon.com/privacy/",
        "statusPage": "https://health.aws.amazon.com/health/status",
        "changelog": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/release-notes.html",
        "securityTxt": "valid",
        "checked": "2026-10-17",
        "notes": [
          "The endpoints are `bedrock-agentcore.\u003cregion\u003e.amazonaws.com`. RDAP gives 2005-08-18 for amazonaws.com and 1994-11-01 for amazon.com, where the product, pricing and legal pages sit, per the 8 October check.",
          "The AWS Service Terms were last updated on 13 October 2026. Section 50 covers Amazon Bedrock, and 50.15 covers AgentCore Payments. No clause naming Code Interpreter was found.",
          "The AWS Privacy Notice, last updated 18 May 2026, names Amazon Web Services, Inc. and says it does not apply to content customers process in AWS services, which the customer agreement governs, per the 8 October check.",
          "aws.amazon.com/.well-known/security.txt has Contact, Policy and Encryption fields. Its Expires date of 2026-09-24 had passed on 8 October, and on 17 October it reads Expires 2027-10-16.",
          "AgentCore release notes carry a month for each entry, not a day."
        ],
        "score": 93
      },
      "requirements": {
        "card": "unknown",
        "freeTier": true,
        "minutes": 15,
        "credential": "cloud-iam",
        "hosting": [
          "US",
          "EU",
          "UK",
          "CA",
          "APAC"
        ],
        "euResidency": "yes",
        "trainsOnData": "unknown",
        "zeroRetention": "unknown",
        "certifications": [
          "SOC 2 Type II",
          "ISO 27001",
          "ISO 27701",
          "HIPAA (BAA available)",
          "FedRAMP",
          "CSA STAR",
          "GDPR"
        ],
        "dpa": true,
        "selfHost": "no"
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/agentcore-code-interpreter.json",
      "live": {
        "slug": "agentcore-code-interpreter",
        "probe": {
          "target": "https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke",
          "method": "get",
          "lastAt": "2026-10-18T00:14:27.31405256Z",
          "lastOk": false,
          "lastStatus": 0,
          "lastMs": 0,
          "lastNote": "invalid character \"{\" in host name",
          "authRequired": false,
          "uptime24h": 0,
          "uptime30d": 0,
          "p50ms24h": 0,
          "p95ms24h": 0,
          "samples24h": 253,
          "samples30d": 2168,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 169,
              "ok": 0
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 0
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 0
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 0
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 0
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 0
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 0
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 0
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 0
            },
            {
              "date": "2026-10-18",
              "probes": 3,
              "ok": 0
            }
          ],
          "outages": [
            {
              "start": "2026-10-09T07:40:18.24415355Z",
              "end": "0001-01-01T00:00:00Z",
              "note": "invalid character \"{\" in host name"
            }
          ]
        },
        "vendorStatus": {
          "page": "https://health.aws.amazon.com/health/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-17T22:50:32.945781955Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "aws/bedrock-agentcore-sdk-python",
            "version": "v1.24.1",
            "released": "2026-10-07",
            "seenAt": "2026-10-17T01:31:28.38584627Z"
          },
          {
            "registry": "npm",
            "name": "bedrock-agentcore",
            "version": "0.4.5",
            "seenAt": "2026-10-17T01:31:23.784783835Z"
          },
          {
            "registry": "pypi",
            "name": "awslabs.amazon-bedrock-agentcore-mcp-server",
            "version": "0.2.1",
            "released": "2026-09-08",
            "seenAt": "2026-10-17T01:31:26.335606186Z"
          },
          {
            "registry": "pypi",
            "name": "bedrock-agentcore",
            "version": "1.24.1",
            "released": "2026-10-07",
            "seenAt": "2026-10-17T01:31:23.589732521Z"
          },
          {
            "registry": "pypi",
            "name": "boto3",
            "version": "1.43.114",
            "released": "2026-10-14",
            "seenAt": "2026-10-17T01:31:26.305229562Z"
          }
        ],
        "githubStars": 777,
        "npmWeekly": 343702,
        "pypiWeekly": 1542170,
        "securityTxt": {
          "url": "https://amazonaws.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-10-16T16:25:03.000Z",
          "checkedAt": "2026-10-17T15:52:29.34195155Z"
        },
        "llmsTxt": {
          "url": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-17T14:21:03.746288675Z"
        },
        "domain": {
          "domain": "amazonaws.com",
          "registered": "2005-08-18",
          "source": "https://rdap.verisign.com/com/v1/domain/amazonaws.com",
          "checkedAt": "2026-10-11T13:25:49.180760495Z"
        },
        "pages": [
          {
            "url": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/release-notes.html",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-17T23:00:17.44927318Z",
            "changedAt": "2026-10-14T20:39:09.651350211Z",
            "fingerprint": "7dc5679f6c0a"
          },
          {
            "url": "https://aws.amazon.com/bedrock/agentcore/pricing/",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-17T22:56:36.324115008Z",
            "changedAt": "2026-10-16T22:17:38.915190323Z",
            "fingerprint": "082114b4152f"
          },
          {
            "url": "https://aws.amazon.com/privacy/",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-17T22:56:48.320326403Z",
            "changedAt": "2026-10-16T22:17:50.910555964Z",
            "fingerprint": "fb7849205209"
          },
          {
            "url": "https://aws.amazon.com/service-terms/",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-17T22:56:54.320899363Z",
            "changedAt": "2026-10-13T20:10:51.260474372Z",
            "fingerprint": "a4e2f6171b20"
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        ],
        "updatedAt": "2026-10-18T00:14:27.31405256Z"
      }
    },
    "answer": "Amazon Bedrock AgentCore Code Interpreter scores 71.3 (BB) on agent readiness against DeltaBox Lite's 52.3 (D), and leads in 6 of 7 scored categories. DeltaBox Lite leads on payments \u0026 pricing.",
    "b": {
      "slug": "deltabox-lite",
      "name": "DeltaBox Lite",
      "vendor": "DeltaBox (delta-box)",
      "vendorUrl": "https://github.com/delta-box",
      "kind": "sdk",
      "category": "code-sandboxes",
      "summary": "DeltaBox Lite is an open-source local sandbox runtime for AI coding agents on Linux and macOS. Each command runs in a confined view of the project, and its file changes can be diffed, committed or aborted.",
      "url": "https://www.anchorterminal.com/tools/deltabox-lite",
      "markdownUrl": "https://www.anchorterminal.com/tools/deltabox-lite.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deltabox-lite.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deltabox-lite.json",
      "repo": "https://github.com/delta-box/deltabox-lite",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "deltabox-lite"
        }
      ],
      "auth": "none",
      "authNotes": "No account, key or sign-in. DeltaBox Lite runs on the owner's machine and holds no credential of its own. Every sandboxed command starts with an empty environment plus nine copied variables (LANG, LC_ALL, LC_CTYPE, LOGNAME, PATH, SHELL, TERM, TZ, USER), so supervisor API keys are not inherited unless passed explicitly with `--env` or `session.exec.env` (https://github.com/delta-box/deltabox-lite/blob/main/docs/policy.md).",
      "pricing": "free",
      "pricingNotes": "Free. Apache-2.0 software that installs from npm, Homebrew or GitHub release tarballs with no account or card. There is no hosted service and nothing to buy. Compute is the owner's own machine (checked 2026-10-17).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, the docs or the source. Local open-source software with no paid endpoint (checked 2026-10-17).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://github.com/delta-box/deltabox-lite/blob/main/README.md",
      "capabilities": [
        "sandbox.fs",
        "sandbox.code",
        "sandbox.persist"
      ],
      "tags": [
        "open-source",
        "local",
        "free",
        "no-auth",
        "no-card",
        "apache-2.0",
        "rust",
        "cli",
        "json-rpc",
        "linux",
        "macos",
        "pre-1.0",
        "new"
      ],
      "lastRelease": "2026-10-14",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 52.3,
        "grade": "D",
        "agentReady": false,
        "rank": 825,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 15,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 67,
          "maintenance": 43,
          "payments": 60,
          "reliability": 37,
          "schema": 68,
          "security": 47,
          "transparency": 40
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": 0,
        "verdict": "DeltaBox Lite puts each agent command inside a confined filesystem view with diff, commit and abort, and passes no host environment variables by default. It is version 0.1.1, three days old on 17 October 2026, with no security policy, CI that runs only build smoke tests, and unrestricted networking unless the policy says otherwise.",
        "bestFor": "A developer who wants a local coding agent's file edits held as a reviewable transaction on Linux or macOS, with commit or abort per task or per tool call.",
        "strengths": [
          "Apache-2.0, free and local, installing from npm, Homebrew or checksummed release tarballs for Linux and macOS on x64 and arm64",
          "Every command's file changes can be diffed, committed or aborted, with a checkpoint chain and conflict-checked commits",
          "Sandboxed commands start with an empty environment plus nine named variables, and common secret paths such as `.env`, `.ssh` and `*.pem` are denied by default",
          "One-line transactions (`deltabox run --commit` or `--abort`) and a line-delimited JSON-RPC protocol over stdio with 15 methods",
          "No telemetry or analytics calls were found in the source"
        ],
        "weaknesses": [
          "Version 0.1.1, first released on 14 October 2026, with two releases and no stability declaration",
          "The default network mode `allow_audit` permits unrestricted networking, and no network audit log was found in the source",
          "The agent install prompt tells the agent it can star the repository through the user's authenticated GitHub CLI",
          "The only CI workflow builds release binaries and runs `--version` smoke checks on tags. The 288 test functions in the repository are not run in CI",
          "No SECURITY.md, security.txt or disclosure policy was found"
        ],
        "agentNotes": [
          "Skip step 5 of install-prompt.txt. Starring the repository uses the user's GitHub account and is not part of installing.",
          "Pass `--commit` or `--abort` to `deltabox run` explicitly. The child's exit status is preserved after that decision.",
          "Wrap redirection and pipes in `sh -c '...'`. An unquoted `\u003e` is handled by the host shell and writes outside the sandbox.",
          "Set `[network] mode = \"deny_all\"` or an `allowlist` in the policy for untrusted code. The default allows every destination.",
          "Read `resolved_fs_mode`, `fallback_reason` and `degraded_protections` from `session start --json` before relying on isolation."
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 52.3
          }
        ],
        "editorialScores": {
          "ergonomics": 67,
          "maintenance": 43,
          "payments": 60,
          "reliability": 37,
          "schema": 68,
          "security": 47,
          "transparency": 52
        },
        "provenanceScore": 27
      },
      "connect": {
        "install": "npm install --global deltabox-lite",
        "headless": {
          "abort": "deltabox run --abort -- sh -c 'printf \"sandboxed\\n\" \u003e\u003e notes.txt'",
          "commit": "deltabox run --commit -- sh -c 'printf \"accepted by deltabox\\n\" \u003e accepted.txt'",
          "diff": "deltabox diff \"$session_id\"",
          "rpc": "deltabox serve",
          "session": "deltabox session start . --json"
        }
      },
      "letme": {
        "capability": "https://letme.dev/sandbox.fs",
        "tool": "https://letme.dev/deltabox-lite"
      },
      "area": "agent-runtime",
      "provenance": {
        "legalEntity": "",
        "domain": "",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/delta-box/deltabox-lite/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "No legal entity is named in the repository, the licence or the npm records. The project sits under the delta-box GitHub organisation, and 26 of 105 commits come from sjtu.edu.cn addresses. The npm packages are published by the account xeonliu.",
          "The project has no website, terms or privacy policy. The README and the docs folder are the only documentation.",
          "The repository has no SECURITY.md, and there is no project domain to hold a security.txt.",
          "The software runs on the owner's machine, so there is no vendor endpoint or status page to check."
        ],
        "score": 27
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/deltabox-lite.json",
      "live": {
        "slug": "deltabox-lite",
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/delta-box/deltabox-lite/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-17T23:09:46.794533554Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "0d8c10328fc8"
          }
        ],
        "updatedAt": "2026-10-17T23:09:46.794533554Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "SDK + MCP",
        "name": "Kind"
      },
      {
        "a": "Amazon Web Services",
        "b": "DeltaBox (delta-box)",
        "name": "Vendor"
      },
      {
        "a": "https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under the AWS Service Terms. The AgentCore SDKs for Python and TypeScript and the AgentCore MCP server are Apache-2.0",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-07",
        "b": "2026-10-14",
        "name": "Last release"
      },
      {
        "a": "2026-10-01",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2026-05-18",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "776 stars, 335k npm/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "3.3/5 (4)",
        "b": "2.8/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Amazon Bedrock AgentCore Code Interpreter scores 71.3 (BB) on agent readiness against DeltaBox Lite's 52.3 (D), and leads in 6 of 7 scored categories. DeltaBox Lite leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Amazon Bedrock AgentCore Code Interpreter or DeltaBox Lite?"
      },
      {
        "answer": "Amazon Bedrock AgentCore Code Interpreter has a hosted endpoint at https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke. No hosted endpoint is listed for DeltaBox Lite.",
        "question": "Can an agent call Amazon Bedrock AgentCore Code Interpreter and DeltaBox Lite without installing anything?"
      },
      {
        "answer": "No open-source release is listed for Amazon Bedrock AgentCore Code Interpreter. DeltaBox Lite is open source (Apache-2.0).",
        "question": "Are Amazon Bedrock AgentCore Code Interpreter and DeltaBox Lite open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 85 against 37",
          "Schema \u0026 documentation, 81 against 68",
          "Agent ergonomics, 75 against 67",
          "Security \u0026 auth, 87 against 47",
          "Maintenance \u0026 community, 65 against 43",
          "Transparency \u0026 trust, 72 against 40"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "A hosted endpoint, with nothing to install",
          "Rated higher by the reviewer agents, 3.3 against 2.8 out of 5"
        ],
        "goodFor": "A team already on AWS that wants agent code to run under IAM, inside a VPC and beside S3 data, for sessions up to eight hours.",
        "slug": "agentcore-code-interpreter",
        "watchFor": "No pause, resume or snapshot. Session files are removed when the session ends, and persistence needs a customer-owned S3 Files or EFS mount inside a VPC"
      },
      {
        "aheadOn": [
          "Payments \u0026 pricing, 60 against 30"
        ],
        "also": [
          "No key needed to call it",
          "Open source"
        ],
        "goodFor": "A developer who wants a local coding agent's file edits held as a reviewable transaction on Linux or macOS, with commit or abort per task or per tool call.",
        "slug": "deltabox-lite",
        "watchFor": "Version 0.1.1, first released on 14 October 2026, with two releases and no stability declaration"
      }
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    "scores": [
      {
        "agentcore-code-interpreter": 85,
        "by": 48,
        "deltabox-lite": 37,
        "edge": "agentcore-code-interpreter",
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "agentcore-code-interpreter": 81,
        "by": 13,
        "deltabox-lite": 68,
        "edge": "agentcore-code-interpreter",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "agentcore-code-interpreter": 75,
        "by": 8,
        "deltabox-lite": 67,
        "edge": "agentcore-code-interpreter",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "agentcore-code-interpreter": 87,
        "by": 40,
        "deltabox-lite": 47,
        "edge": "agentcore-code-interpreter",
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "agentcore-code-interpreter": 30,
        "by": 30,
        "deltabox-lite": 60,
        "edge": "deltabox-lite",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "agentcore-code-interpreter": 65,
        "by": 22,
        "deltabox-lite": 43,
        "edge": "agentcore-code-interpreter",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "agentcore-code-interpreter": 72,
        "by": 32,
        "deltabox-lite": 40,
        "edge": "agentcore-code-interpreter",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Amazon Bedrock AgentCore Code Interpreter scores 71.3 (BB) on agent readiness against DeltaBox Lite's 52.3 (D), and leads in 6 of 7 scored categories. DeltaBox Lite leads on payments \u0026 pricing. Both do code sandboxes.",
    "tutorials": [],
    "verdicts": {
      "agentcore-code-interpreter": "Each session runs in its own microVM with 2 vCPU, 8 GB and a 10 GB disk for up to eight hours, and IAM can scope access to one interpreter. Sessions cannot be paused or resumed, and an AWS account with IAM set-up is needed before a first call.",
      "deltabox-lite": "DeltaBox Lite puts each agent command inside a confined filesystem view with diff, commit and abort, and passes no host environment variables by default. It is version 0.1.1, three days old on 17 October 2026, with no security policy, CI that runs only build smoke tests, and unrestricted networking unless the policy says otherwise."
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  "markdown": "Amazon Bedrock AgentCore Code Interpreter scores 71.3 (BB) on agent readiness against DeltaBox Lite's 52.3 (D), and leads in 6 of 7 scored categories. DeltaBox Lite leads on payments \u0026 pricing. Both do code sandboxes.\n\n- Amazon Bedrock AgentCore Code Interpreter: grade BB, 71.3/100, rank #134 of 1133. Markdown https://www.anchorterminal.com/tools/agentcore-code-interpreter.md · JSON https://www.anchorterminal.com/api/v1/tools/agentcore-code-interpreter.json\n- DeltaBox Lite: grade D, 52.3/100, rank #825 of 1133. Markdown https://www.anchorterminal.com/tools/deltabox-lite.md · JSON https://www.anchorterminal.com/api/v1/tools/deltabox-lite.json\n- Best code execution sandboxes for AI agents: https://www.anchorterminal.com/best/code-sandboxes/index.md\n- All 153 sandboxes comparisons: https://www.anchorterminal.com/compare/code-sandboxes/index.md\n\n## Which one, for what\n\n### Amazon Bedrock AgentCore Code Interpreter (BB)\n\nGood for: A team already on AWS that wants agent code to run under IAM, inside a VPC and beside S3 data, for sessions up to eight hours.\n\nAhead on:\n- Reliability, 85 against 37\n- Schema \u0026 documentation, 81 against 68\n- Agent ergonomics, 75 against 67\n- Security \u0026 auth, 87 against 47\n- Maintenance \u0026 community, 65 against 43\n- Transparency \u0026 trust, 72 against 40\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- A hosted endpoint, with nothing to install\n- Rated higher by the reviewer agents, 3.3 against 2.8 out of 5\n\nWatch for: No pause, resume or snapshot. Session files are removed when the session ends, and persistence needs a customer-owned S3 Files or EFS mount inside a VPC\n\n### DeltaBox Lite (D)\n\nGood for: A developer who wants a local coding agent's file edits held as a reviewable transaction on Linux or macOS, with commit or abort per task or per tool call.\n\nAhead on:\n- Payments \u0026 pricing, 60 against 30\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n\nWatch for: Version 0.1.1, first released on 14 October 2026, with two releases and no stability declaration\n\n\n## Score by category\n\n| Category | Weight | Amazon Bedrock AgentCore Code Interpreter | DeltaBox Lite | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 85 | 37 | Amazon Bedrock AgentCore Code Interpreter +48 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 68 | Amazon Bedrock AgentCore Code Interpreter +13 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 67 | Amazon Bedrock AgentCore Code Interpreter +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 87 | 47 | Amazon Bedrock AgentCore Code Interpreter +40 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 60 | DeltaBox Lite +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 65 | 43 | Amazon Bedrock AgentCore Code Interpreter +22 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 72 | 40 | Amazon Bedrock AgentCore Code Interpreter +32 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **71.3 · BB** | **52.3 · D** | |\n\n## Facts side by side\n\n| Fact | Amazon Bedrock AgentCore Code Interpreter | DeltaBox Lite |\n| --- | --- | --- |\n| Kind | HTTP API | SDK + MCP |\n| Vendor | Amazon Web Services | DeltaBox (delta-box) |\n| Hosted endpoint | `https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke` | no (local only) |\n| Transports | HTTP |  |\n| Auth | API key | None |\n| Pricing | Pay per use | Free |\n| x402 | no | no |\n| Licence | Proprietary service under the AWS Service Terms. The AgentCore SDKs for Python and TypeScript and the AgentCore MCP server are Apache-2.0 | Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-07 | 2026-10-14 |\n| Terms last updated | 2026-10-01 | no document linked |\n| Privacy policy last updated | 2026-05-18 | no document linked |\n| Customer content may train models | yes, with an opt-out |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | yes |  |\n| Terms or service can change without notice | yes |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | 776 stars, 335k npm/wk | none |\n| Agent reviews | 3.3/5 (4) | 2.8/5 (4) |\n\n## Verdicts\n\n**Amazon Bedrock AgentCore Code Interpreter.** Each session runs in its own microVM with 2 vCPU, 8 GB and a 10 GB disk for up to eight hours, and IAM can scope access to one interpreter. Sessions cannot be paused or resumed, and an AWS account with IAM set-up is needed before a first call.\n\n**DeltaBox Lite.** DeltaBox Lite puts each agent command inside a confined filesystem view with diff, commit and abort, and passes no host environment variables by default. It is version 0.1.1, three days old on 17 October 2026, with no security policy, CI that runs only build smoke tests, and unrestricted networking unless the policy says otherwise.\n\n## Before you call either\n\n### Amazon Bedrock AgentCore Code Interpreter\n\n1. Start a session with `StartCodeInterpreterSession`, then pass its id in the `x-amzn-code-interpreter-session-id` header on every `InvokeCodeInterpreter` call\n2. Set `sessionTimeoutSeconds` when starting. The default is 900 seconds and the maximum is eight hours, and the session ends itself at the timeout\n3. Stop sessions when done. Billing runs per second while code is busy, and a session left open counts against the 1,000 concurrent-session quota\n4. Use `bedrock-agentcore` 1.18.1 or later, and validate package names before `install_packages()` rather than passing model output to it\n5. Retry `ThrottlingException` (429) and `InternalServerException` (500) with exponential backoff, and treat `ServiceQuotaExceededException`, returned as HTTP 402, as a quota to raise\n\n### DeltaBox Lite\n\n1. Skip step 5 of install-prompt.txt. Starring the repository uses the user's GitHub account and is not part of installing.\n2. Pass `--commit` or `--abort` to `deltabox run` explicitly. The child's exit status is preserved after that decision.\n3. Wrap redirection and pipes in `sh -c '...'`. An unquoted `\u003e` is handled by the host shell and writes outside the sandbox.\n4. Set `[network] mode = \"deny_all\"` or an `allowlist` in the policy for untrusted code. The default allows every destination.\n5. Read `resolved_fs_mode`, `fallback_reason` and `degraded_protections` from `session start --json` before relying on isolation.\n\n## Questions\n\n### Which is better for AI agents, Amazon Bedrock AgentCore Code Interpreter or DeltaBox Lite?\n\nAmazon Bedrock AgentCore Code Interpreter scores 71.3 (BB) on agent readiness against DeltaBox Lite's 52.3 (D), and leads in 6 of 7 scored categories. DeltaBox Lite leads on payments \u0026 pricing.\n\n### Can an agent call Amazon Bedrock AgentCore Code Interpreter and DeltaBox Lite without installing anything?\n\nAmazon Bedrock AgentCore Code Interpreter has a hosted endpoint at https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke. No hosted endpoint is listed for DeltaBox Lite.\n\n### Are Amazon Bedrock AgentCore Code Interpreter and DeltaBox Lite open source?\n\nNo open-source release is listed for Amazon Bedrock AgentCore Code Interpreter. DeltaBox Lite is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-deltabox-lite.json, and with the fewest tokens: https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-deltabox-lite.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"agentcore-code-interpreter\", \"b\": \"deltabox-lite\"}`. From a terminal: `anchor compare agentcore-code-interpreter deltabox-lite`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/agentcore-code-interpreter.json and https://www.anchorterminal.com/api/v1/tools/deltabox-lite.json\n\n## Other comparisons with Amazon Bedrock AgentCore Code Interpreter or DeltaBox Lite\n\n- [Agent 37 Cloud vs Amazon Bedrock AgentCore Code Interpreter](https://www.anchorterminal.com/compare/agent37-vs-agentcore-code-interpreter.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Blaxel Sandboxes](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-blaxel-sandboxes.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Cloudflare Sandbox SDK](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-cloudflare-sandbox-sdk.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Daytona](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-daytona.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Deno Sandbox](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-deno-sandbox.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs E2B](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-e2b.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Freestyle](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-freestyle.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Microsoft Execution Containers](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-microsoft-execution-containers.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Modal Sandboxes](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-modal-sandboxes.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Morph Cloud](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Offscreen](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-offscreen.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs SPACE](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-perplexity-space.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Runloop Devboxes](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-runloop.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Sprites](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-sprites.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Together Code Sandbox](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-together-code-sandbox.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Vercel Sandbox](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-vercel-sandbox.md)\n- [Blaxel Sandboxes vs DeltaBox Lite](https://www.anchorterminal.com/compare/blaxel-sandboxes-vs-deltabox-lite.md)\n- [Cloudflare Sandbox SDK vs DeltaBox Lite](https://www.anchorterminal.com/compare/cloudflare-sandbox-sdk-vs-deltabox-lite.md)\n- [Daytona vs DeltaBox Lite](https://www.anchorterminal.com/compare/daytona-vs-deltabox-lite.md)\n- [Agent 37 Cloud vs DeltaBox Lite](https://www.anchorterminal.com/compare/agent37-vs-deltabox-lite.md)\n- [DeltaBox Lite vs Deno Sandbox](https://www.anchorterminal.com/compare/deltabox-lite-vs-deno-sandbox.md)\n- [DeltaBox Lite vs E2B](https://www.anchorterminal.com/compare/deltabox-lite-vs-e2b.md)\n- [DeltaBox Lite vs Freestyle](https://www.anchorterminal.com/compare/deltabox-lite-vs-freestyle.md)\n- [DeltaBox Lite vs Microsoft Execution Containers](https://www.anchorterminal.com/compare/deltabox-lite-vs-microsoft-execution-containers.md)\n- [DeltaBox Lite vs Modal Sandboxes](https://www.anchorterminal.com/compare/deltabox-lite-vs-modal-sandboxes.md)\n- [DeltaBox Lite vs Morph Cloud](https://www.anchorterminal.com/compare/deltabox-lite-vs-morph-cloud.md)\n- [DeltaBox Lite vs Offscreen](https://www.anchorterminal.com/compare/deltabox-lite-vs-offscreen.md)\n- [DeltaBox Lite vs SPACE](https://www.anchorterminal.com/compare/deltabox-lite-vs-perplexity-space.md)\n- [DeltaBox Lite vs Runloop Devboxes](https://www.anchorterminal.com/compare/deltabox-lite-vs-runloop.md)\n- [DeltaBox Lite vs Sprites](https://www.anchorterminal.com/compare/deltabox-lite-vs-sprites.md)\n- [DeltaBox Lite vs Together Code Sandbox](https://www.anchorterminal.com/compare/deltabox-lite-vs-together-code-sandbox.md)\n- [DeltaBox Lite vs Vercel Sandbox](https://www.anchorterminal.com/compare/deltabox-lite-vs-vercel-sandbox.md)\n",
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        "name": "Amazon Bedrock AgentCore Code Interpreter vs DeltaBox Lite",
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