{ "data": { "a": { "slug": "agentos", "name": "AgentOS", "vendor": "Framers Lab, Inc.", "vendorUrl": "https://agentos.sh", "kind": "framework", "category": "frameworks", "summary": "Open-source TypeScript agent framework from Framers Lab, installed from npm as @framers/agentos. It runs agents with long-term memory, multi-agent teams, graph workflows with checkpoints, guardrails and approval gates across 11 model providers.", "url": "https://www.anchorterminal.com/tools/agentos", "markdownUrl": "https://www.anchorterminal.com/tools/agentos.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/agentos.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agentos.json", "repo": "https://github.com/framerslab/agentos", "license": "Apache-2.0", "transports": [], "packages": [ { "registry": "npm", "name": "@framers/agentos" } ], "auth": "api-key", "authNotes": "The framework has no account of its own. Each model provider takes its own key from the environment or from the agent's configuration, and the Claude and Gemini CLI providers use an existing local sign-in.", "pricing": "free", "pricingNotes": "Free and Apache 2.0, with no paid tier of AgentOS found. You pay your model provider. The terms page says the maintainers give no service-level agreement for self-hosted use (https://agentos.sh/legal/terms/, checked 2026-10-08).", "priceSummary": "Free · OSS", "where": "library", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the repository or on agentos.sh (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 677, "npmWeekly": 5328, "pypiWeekly": null, "asOf": "2026-10-08" }, "docsUrl": "https://docs.agentos.sh", "llmsTxt": "https://agentos.sh/llms.txt", "capabilities": [ "agent.framework", "agent.multi-agent", "agent.durable" ], "tags": [ "framework", "typescript", "open-source", "llms-txt", "free", "no-card" ], "lastRelease": "2026-10-08", "graded": true, "anchor": { "graded": true, "score": 75.3, "grade": "BB", "agentReady": true, "rank": 46, "ranked": true, "rankOf": 629, "categoryRank": 5, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 74, "maintenance": 87, "payments": 60, "reliability": 77, "schema": 92, "security": 81, "transparency": 64 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": -2, "negativeNotes": [ "2026-10-08. The README, which is also the npm page, says forged tools run in a \"hardened `node:vm` sandbox\". The project's own CI fails the build if its architecture docs use that word for the same executor, with the message that the documentation claims an isolation the executor does not have, and the docs quote Node's statement that node:vm is not a security mechanism. The site's security page also says npm audit runs in CI, and no workflow runs it. Sandbox mode is off by default and the docs are candid, so 2 points. https://github.com/framerslab/agentos/blob/master/.github/workflows/ci.yml" ], "verdict": "A TypeScript agent framework with typed tools, six multi-agent strategies, checkpointed graphs, approval gates and no telemetry of its own. It is at 0.12.12 after 98 releases in 90 days, two of them breaking on 7 October 2026. No MCP client was found in the package, and code tools an agent writes run in an in-process node:vm context.", "bestFor": "TypeScript teams that want long-term memory, personas, voice and channel adapters and multi-agent teams in one package, and that will pin versions.", "strengths": [ "Apache 2.0, with no analytics or telemetry code found in the source and a privacy page that says the core sends nothing to the vendor", "Approval gates on five triggers (named tools, agents, forged tools, the final return, strategy overrides) with CLI, Slack, webhook and LLM-judge handlers", "CI with a test suite passed on each of the 12 most recent pushes to master on 8 October 2026", "Breaking changes get a minor version and a changelog note under written release rules", "llms.txt on both sites, a TypeDoc API reference and 22 runnable examples in the repository" ], "weaknesses": [ "Version 0.12.12, with 27 releases on 7 and 8 October 2026 and breaking minors 0.11.0 and 0.12.0 on the same day", "No MCP client found in the package source or the docs sitemap", "Agent-written code tools run in an in-process node:vm context, which Node says is not a security mechanism. The mode is off by default", "The README calls that sandbox hardened, a word the project's CI bars from its architecture docs", "The only checkpoint store shipped is in memory, so resuming after a crash needs a store you write" ], "agentNotes": [ "Pin an exact version of @framers/agentos. Feature commits ship as patch releases while it is 0.x, and breaking changes ship as minors", "Leave emergentConfig.allowSandboxTools off unless forged code runs through an executor that isolates. The default executor shares the host process", "Pass your own ICheckpointStore to compile() for runs that must survive a restart. The default store is in memory", "Set hitl.approvals.beforeTool for tools that write, and choose a handler. No approval gate is on by default", "Use Node 22 or newer, and set a provider key such as OPENAI_API_KEY or ANTHROPIC_API_KEY. The provider is detected from the environment" ], "metrics": { "kind": "library", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 75.3 } ], "editorialScores": { "ergonomics": 74, "maintenance": 87, "payments": 60, "reliability": 77, "schema": 92, "security": 81, "transparency": 80 }, "provenanceScore": 48 }, "connect": { "install": "npm install @framers/agentos" }, "letme": { "capability": "https://letme.dev/agent.framework", "tool": "https://letme.dev/agentos" }, "area": "frameworks", "provenance": { "legalEntity": "Framers Lab, Inc.", "domain": "agentos.sh", "domainRegistered": "2025-10-26", "endpointOnVendorDomain": null, "terms": "https://agentos.sh/legal/terms/", "privacy": "https://agentos.sh/legal/privacy/", "statusPage": "", "changelog": "https://github.com/framerslab/agentos/blob/master/CHANGELOG.md", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "agentos.sh/llms.txt names Framers Lab, Inc. as the company behind AgentOS. The site footer reads Frame.dev and the licence file reads Copyright (c) 2025 Framers.", "The terms and privacy pages are guidance for a self-hosted open-source package, each last updated on 6 November 2025.", "agentos.sh/.well-known/security.txt and docs.agentos.sh/.well-known/security.txt return 404. The repository has .github/SECURITY.md.", "RDAP gives agentos.sh a registration date of 2025-10-26.", "The npm maintainers are manicteam (team@manic.agency) and jdunnfive." ], "score": 48 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/agentos.json", "live": { "slug": "agentos", "versions": [ { "registry": "github", "name": "framerslab/agentos", "version": "v0.12.19", "released": "2026-10-08", "seenAt": "2026-10-08T15:57:02.574435501Z" }, { "registry": "npm", "name": "@framers/agentos", "version": "0.12.18", "seenAt": "2026-10-08T15:56:59.075163209Z" } ], "githubStars": 677, "npmWeekly": 5328, "securityTxt": { "url": "https://agentos.sh/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-08T15:39:04.671140527Z" }, "pages": [ { "url": "https://raw.githubusercontent.com/framerslab/agentos/master/CHANGELOG.md", "kind": "changelog", "status": 200, "checkedAt": "2026-10-08T18:24:11.740403315Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "dfad142f5c49" }, { "url": "https://agentos.sh/legal/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-08T18:15:01.89988396Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "bc4eee9c0723" }, { "url": "https://agentos.sh/legal/terms/", "kind": "terms", "status": 200, "checkedAt": "2026-10-08T18:15:04.167873818Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "fd96d6bf7f83" } ], "updatedAt": "2026-10-08T18:24:11.740403315Z" } }, "answer": "AgentOS scores 75.3 (BB) on agent readiness against Agno's 72.8 (BB), and leads in 4 of 7 scored categories. Agno leads on reliability and transparency \u0026 trust.", "b": { "slug": "agno", "name": "Agno", "vendor": "Agno Inc.", "vendorUrl": "https://www.agno.com", "kind": "framework", "category": "frameworks", "summary": "Open-source Python framework from Agno Inc. for building agents, teams and workflows, with the AgentOS runtime that serves them over a REST API and an MCP server. Formerly Phidata.", "url": "https://www.anchorterminal.com/tools/agno", "markdownUrl": "https://www.anchorterminal.com/tools/agno.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/agno.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agno.json", "repo": "https://github.com/agno-agi/agno", "license": "Apache-2.0", "transports": [], "packages": [ { "registry": "pypi", "name": "agno" } ], "auth": "api-key", "authNotes": "The framework has no account of its own. Each model provider takes its own key from the environment. AgentOS, the server you run, accepts JWTs, a shared OS_SECURITY_KEY or service-account tokens, and takes no credential when none is configured. The hosted control plane at os.agno.com needs a sign-in.", "pricing": "free", "pricingNotes": "The SDK and AgentOS are free under Apache 2.0, and you pay your model provider. The optional hosted control plane is free for a local AgentOS and $150 a month (Pro) for a live deployment, with Enterprise by quote (https://www.agno.com/pricing, checked 2026-10-08).", "priceSummary": "Free · OSS", "where": "library", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the library source or on the pricing page. The only match in the repository is a cookbook example that calls a third-party x402 MCP server (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 42612, "npmWeekly": null, "pypiWeekly": 475559, "asOf": "2026-10-08" }, "docsUrl": "https://docs.agno.com", "llmsTxt": "https://docs.agno.com/llms.txt", "capabilities": [ "agent.framework", "agent.multi-agent", "agent.durable", "agent.mcp-client" ], "tags": [ "framework", "python", "open-source", "llms-txt", "mcp", "otel", "free" ], "lastRelease": "2026-10-02", "graded": true, "anchor": { "graded": true, "score": 72.8, "grade": "BB", "agentReady": true, "rank": 81, "ranked": true, "rankOf": 629, "categoryRank": 7, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 76, "maintenance": 86, "payments": 50, "reliability": 83, "schema": 90, "security": 64, "transparency": 83 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": -3, "negativeNotes": [ "2026-06-30. GHSA-m4w4-3r8h-jw98 (CVE-2026-35002, critical), arbitrary code execution through eval() on field_type in a FunctionCall, fixed in 2.3.24. GHSA-w9j5-7p53-pvr3 (CVE-2026-10105, high, published 2026-07-27), SQL injection in the ClickHouse vector store's delete_by_metadata, parameterised in the current source. GHSA-vw84-hprm-cxmm (CVE-2025-64168, high, 2025-10-31), session state written to the wrong session under concurrency, fixed in 2.2.2. All three are fixed and published as advisories in the repository, so 1 point each. https://github.com/agno-agi/agno/security/advisories" ], "verdict": "An Apache 2.0 Python agent framework at 3.1.1 with an MCP client, tool confirmation and admin approvals, a durable job queue and 25 stable releases in 90 days. Usage telemetry is on by default with unhashed identifiers, and three high or critical advisories were published against it in the last 12 months, all fixed.", "bestFor": "Python teams that want agents, teams and workflows plus a self-hosted server with REST, MCP, approvals and scheduling in one package.", "strengths": [ "Apache 2.0, with 25 stable releases on PyPI in the 90 days to 8 October 2026 and 3.1.1 on 2 October", "MCP client (MCPTools) over Streamable HTTP and stdio with include_tools, exclude_tools and a name prefix", "Tool calls can require confirmation, user input or an admin approval that is stored and audited", "llms.txt, llms-full.txt, a Markdown twin of every docs page and a docs MCP server at docs.agno.com/mcp", "Unit tests, Ruff and mypy run in public CI, and 10 of the 12 latest runs on main passed with 2 cancelled" ], "weaknesses": [ "Usage telemetry is on by default and sends session, run and agent identifiers unhashed. Prompts and outputs are not sent", "AGNO_TELEMETRY=false does not cover AgentOS launches or evals, which need telemetry=False on the instance", "Three advisories in 12 months, an eval injection rated critical, a ClickHouse SQL injection and a session state leak, all fixed", "867 open issues and 968 open pull requests on 8 October 2026, with 287 issues opened and 105 closed in 30 days", "AgentOS requires no credential unless a JWT key or OS_SECURITY_KEY is configured", "Terms and privacy pages at os.agno.com render only with JavaScript and could not be read" ], "agentNotes": [ "Set AGNO_TELEMETRY=false before the first run, and pass telemetry=False to AgentOS and to each eval, which ignore the variable", "Configure JWT_VERIFICATION_KEY with AgentOS authorisation switched on, or OS_SECURITY_KEY, before exposing AgentOS. With neither set, REST and MCP routes take no credential", "Mark tools that write with requires_confirmation, and resume with continue_run once every requirement is resolved", "Set tool_call_limit on agents. The default is None", "Install extras for what you use, such as agno[mcp] for MCPTools and agno[os,mcp] for AgentOS with its MCP server" ], "metrics": { "kind": "library", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 72.8 } ], "editorialScores": { "ergonomics": 76, "maintenance": 86, "payments": 50, "reliability": 83, "schema": 90, "security": 64, "transparency": 73 }, "provenanceScore": 93 }, "connect": { "install": "pip install -U agno # MCP client: pip install -U \"agno[mcp]\"" }, "letme": { "capability": "https://letme.dev/agent.framework", "tool": "https://letme.dev/agno" }, "area": "frameworks", "unitPrices": [ { "item": "Control plane Pro plan, one live AgentOS connection and three seats", "unit": "month", "usd": 150 } ], "provenance": { "legalEntity": "Agno Inc.", "domain": "agno.com", "domainRegistered": "2003-04-13", "endpointOnVendorDomain": null, "terms": "https://os.agno.com/legal/tos", "privacy": "https://os.agno.com/legal/privacy", "statusPage": "https://status.agno.com", "changelog": "https://www.agno.com/changelog", "securityTxt": "valid", "checked": "2026-10-08", "notes": [ "The licence file reads Copyright 2025-2026 Agno Inc. and the site footer reads © 2026 Agno Inc.", "www.agno.com/.well-known/security.txt gives https://github.com/agno-agi/agno/security as the contact and expires 2027-08-10.", "The terms and privacy links in the www.agno.com footer go to os.agno.com/legal/tos and /legal/privacy. Both return 200 but render only with JavaScript, so their text was not read. They cover the hosted control plane. The SDK itself is under Apache 2.0.", "status.agno.com lists Website and AgentOS components, which are the vendor's hosted services, not the library.", "RDAP gives agno.com a registration date of 2003-04-13. github.com/phidatahq/phidata redirects to agno-agi/agno." ], "score": 93 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/agno.json", "live": { "slug": "agno", "vendorStatus": { "page": "https://status.agno.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-08T19:06:25.434078591Z" }, "pages": [ { "url": "https://www.agno.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-08T18:26:00.846605424Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "9f1b3a47f34c" }, { "url": "https://www.agno.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-08T18:26:03.20718868Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "39cf0ea4a9f3" }, { "url": "https://os.agno.com/legal/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-08T18:22:43.657502021Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e3b0c44298fc" }, { "url": "https://os.agno.com/legal/tos", "kind": "terms", "status": 200, "checkedAt": "2026-10-08T18:22:45.687556777Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e3b0c44298fc" } ], "updatedAt": "2026-10-08T19:06:25.434078591Z" } }, "facts": [ { "a": "Agent framework", "b": "Agent framework", "name": "Kind" }, { "a": "Framers Lab, Inc.", "b": "Agno Inc.", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Free", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0", "b": "Apache-2.0", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-08", "b": "2026-10-02", "name": "Last release" }, { "a": "2025-11-06", "b": "couldn't be read", "name": "Terms last updated" }, { "a": "2025-11-06", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Arbitration or class-action waiver" }, { "a": "677 stars, 5.3k npm/wk", "b": "43k stars, 476k PyPI/wk", "name": "Popularity" } ], "faq": [ { "answer": "AgentOS scores 75.3 (BB) on agent readiness against Agno's 72.8 (BB), and leads in 4 of 7 scored categories. Agno leads on reliability and transparency \u0026 trust.", "question": "Which is better for AI agents, AgentOS or Agno?" }, { "answer": "Yes. AgentOS is open source (Apache-2.0). Agno is open source (Apache-2.0).", "question": "Are AgentOS and Agno open source?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 81 against 64", "Payments \u0026 pricing, 60 against 50" ], "also": [ "Free to start without a card" ], "goodFor": "TypeScript teams that want long-term memory, personas, voice and channel adapters and multi-agent teams in one package, and that will pin versions.", "slug": "agentos", "watchFor": "Version 0.12.12, with 27 releases on 7 and 8 October 2026 and breaking minors 0.11.0 and 0.12.0 on the same day" }, { "aheadOn": [ "Reliability, 83 against 77", "Transparency \u0026 trust, 83 against 64" ], "also": null, "goodFor": "Python teams that want agents, teams and workflows plus a self-hosted server with REST, MCP, approvals and scheduling in one package.", "slug": "agno", "watchFor": "Usage telemetry is on by default and sends session, run and agent identifiers unhashed. Prompts and outputs are not sent" } ], "job": { "capability": "agent.framework", "name": "Agent frameworks" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agentos-vs-claude-agent-sdk.json", "title": "AgentOS vs Claude Agent SDK", "url": "https://www.anchorterminal.com/compare/agentos-vs-claude-agent-sdk" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-crewai.json", "title": "AgentOS vs CrewAI", "url": "https://www.anchorterminal.com/compare/agentos-vs-crewai" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-docker-agent.json", "title": "AgentOS vs Docker Agent", "url": "https://www.anchorterminal.com/compare/agentos-vs-docker-agent" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-google-adk.json", "title": "AgentOS vs Agent Development Kit (ADK)", "url": "https://www.anchorterminal.com/compare/agentos-vs-google-adk" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-langgraph.json", "title": "AgentOS vs LangGraph", "url": "https://www.anchorterminal.com/compare/agentos-vs-langgraph" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-microsoft-agent-framework.json", "title": "AgentOS vs Microsoft Agent Framework", "url": "https://www.anchorterminal.com/compare/agentos-vs-microsoft-agent-framework" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-openai-agents-sdk.json", "title": "AgentOS vs OpenAI Agents SDK", "url": "https://www.anchorterminal.com/compare/agentos-vs-openai-agents-sdk" }, { "json": "https://www.anchorterminal.com/compare/agentos-vs-pydantic-ai.json", "title": "AgentOS vs Pydantic AI", "url": "https://www.anchorterminal.com/compare/agentos-vs-pydantic-ai" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-claude-agent-sdk.json", "title": "Agno vs Claude Agent SDK", "url": "https://www.anchorterminal.com/compare/agno-vs-claude-agent-sdk" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-crewai.json", "title": "Agno vs CrewAI", "url": "https://www.anchorterminal.com/compare/agno-vs-crewai" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-docker-agent.json", "title": "Agno vs Docker Agent", "url": "https://www.anchorterminal.com/compare/agno-vs-docker-agent" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-google-adk.json", "title": "Agno vs Agent Development Kit (ADK)", "url": "https://www.anchorterminal.com/compare/agno-vs-google-adk" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-langgraph.json", "title": "Agno vs LangGraph", "url": "https://www.anchorterminal.com/compare/agno-vs-langgraph" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-microsoft-agent-framework.json", "title": "Agno vs Microsoft Agent Framework", "url": "https://www.anchorterminal.com/compare/agno-vs-microsoft-agent-framework" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-openai-agents-sdk.json", "title": "Agno vs OpenAI Agents SDK", "url": "https://www.anchorterminal.com/compare/agno-vs-openai-agents-sdk" }, { "json": "https://www.anchorterminal.com/compare/agno-vs-pydantic-ai.json", "title": "Agno vs Pydantic AI", "url": "https://www.anchorterminal.com/compare/agno-vs-pydantic-ai" } ], "scores": [ { "agentos": 77, "agno": 83, "by": 6, "edge": "agno", "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "agentos": 92, "agno": 90, "by": 2, "edge": "agentos", "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "agentos": 74, "agno": 76, "by": 2, "edge": "agno", "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "agentos": 81, "agno": 64, "by": 17, "edge": "agentos", "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "agentos": 60, "agno": 50, "by": 10, "edge": "agentos", "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "agentos": 87, "agno": 86, "by": 1, "edge": "agentos", "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "agentos": 64, "agno": 83, "by": 19, "edge": "agno", "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "AgentOS scores 75.3 (BB) on agent readiness against Agno's 72.8 (BB), and leads in 4 of 7 scored categories. Agno leads on reliability and transparency \u0026 trust. Both do agent frameworks.", "verdicts": { "agentos": "A TypeScript agent framework with typed tools, six multi-agent strategies, checkpointed graphs, approval gates and no telemetry of its own. It is at 0.12.12 after 98 releases in 90 days, two of them breaking on 7 October 2026. No MCP client was found in the package, and code tools an agent writes run in an in-process node:vm context.", "agno": "An Apache 2.0 Python agent framework at 3.1.1 with an MCP client, tool confirmation and admin approvals, a durable job queue and 25 stable releases in 90 days. Usage telemetry is on by default with unhashed identifiers, and three high or critical advisories were published against it in the last 12 months, all fixed." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/agentos-vs-agno", "json": "https://www.anchorterminal.com/compare/agentos-vs-agno.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/agentos-vs-agno.md", "slim": "https://www.anchorterminal.com/compare/agentos-vs-agno.min.md" }, "markdown": "AgentOS scores 75.3 (BB) on agent readiness against Agno's 72.8 (BB), and leads in 4 of 7 scored categories. Agno leads on reliability and transparency \u0026 trust. Both do agent frameworks.\n\n- AgentOS: grade BB, 75.3/100, rank #46 of 629. Markdown https://www.anchorterminal.com/tools/agentos.md · JSON https://www.anchorterminal.com/api/v1/tools/agentos.json\n- Agno: grade BB, 72.8/100, rank #81 of 629. Markdown https://www.anchorterminal.com/tools/agno.md · JSON https://www.anchorterminal.com/api/v1/tools/agno.json\n\n## Which one, for what\n\n### AgentOS (BB)\n\nGood for: TypeScript teams that want long-term memory, personas, voice and channel adapters and multi-agent teams in one package, and that will pin versions.\n\nAhead on:\n- Security \u0026 auth, 81 against 64\n- Payments \u0026 pricing, 60 against 50\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: Version 0.12.12, with 27 releases on 7 and 8 October 2026 and breaking minors 0.11.0 and 0.12.0 on the same day\n\n### Agno (BB)\n\nGood for: Python teams that want agents, teams and workflows plus a self-hosted server with REST, MCP, approvals and scheduling in one package.\n\nAhead on:\n- Reliability, 83 against 77\n- Transparency \u0026 trust, 83 against 64\n\nWatch for: Usage telemetry is on by default and sends session, run and agent identifiers unhashed. Prompts and outputs are not sent\n\n\n## Score by category\n\n| Category | Weight | AgentOS | Agno | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 77 | 83 | Agno +6 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 92 | 90 | AgentOS +2 |\n| Agent ergonomics | 13% (16.2 this run) | 74 | 76 | Agno +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 81 | 64 | AgentOS +17 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 50 | AgentOS +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 87 | 86 | AgentOS +1 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 83 | Agno +19 |\n| Negative events | ≤15 | -2 | -3 | |\n| **Total** | | **75.3 · BB** | **72.8 · BB** | |\n\n## Facts side by side\n\n| Fact | AgentOS | Agno |\n| --- | --- | --- |\n| Kind | Agent framework | Agent framework |\n| Vendor | Framers Lab, Inc. | Agno Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | API key | API key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | Apache-2.0 | Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-02 |\n| Terms last updated | 2025-11-06 | couldn't be read |\n| Privacy policy last updated | 2025-11-06 | couldn't be read |\n| Customer content may train models | not found in the text | couldn't be read |\n| Terms restrict automated access | not found in the text | couldn't be read |\n| Terms restrict benchmarking | not found in the text | couldn't be read |\n| Terms or service can change without notice | not found in the text | couldn't be read |\n| Arbitration or class-action waiver | not found in the text | couldn't be read |\n| Popularity | 677 stars, 5.3k npm/wk | 43k stars, 476k PyPI/wk |\n\n## Verdicts\n\n**AgentOS.** A TypeScript agent framework with typed tools, six multi-agent strategies, checkpointed graphs, approval gates and no telemetry of its own. It is at 0.12.12 after 98 releases in 90 days, two of them breaking on 7 October 2026. No MCP client was found in the package, and code tools an agent writes run in an in-process node:vm context.\n\n**Agno.** An Apache 2.0 Python agent framework at 3.1.1 with an MCP client, tool confirmation and admin approvals, a durable job queue and 25 stable releases in 90 days. Usage telemetry is on by default with unhashed identifiers, and three high or critical advisories were published against it in the last 12 months, all fixed.\n\n## Before you call either\n\n### AgentOS\n\n1. Pin an exact version of @framers/agentos. Feature commits ship as patch releases while it is 0.x, and breaking changes ship as minors\n2. Leave emergentConfig.allowSandboxTools off unless forged code runs through an executor that isolates. The default executor shares the host process\n3. Pass your own ICheckpointStore to compile() for runs that must survive a restart. The default store is in memory\n4. Set hitl.approvals.beforeTool for tools that write, and choose a handler. No approval gate is on by default\n5. Use Node 22 or newer, and set a provider key such as OPENAI_API_KEY or ANTHROPIC_API_KEY. The provider is detected from the environment\n\n### Agno\n\n1. Set AGNO_TELEMETRY=false before the first run, and pass telemetry=False to AgentOS and to each eval, which ignore the variable\n2. Configure JWT_VERIFICATION_KEY with AgentOS authorisation switched on, or OS_SECURITY_KEY, before exposing AgentOS. With neither set, REST and MCP routes take no credential\n3. Mark tools that write with requires_confirmation, and resume with continue_run once every requirement is resolved\n4. Set tool_call_limit on agents. The default is None\n5. Install extras for what you use, such as agno[mcp] for MCPTools and agno[os,mcp] for AgentOS with its MCP server\n\n## Questions\n\n### Which is better for AI agents, AgentOS or Agno?\n\nAgentOS scores 75.3 (BB) on agent readiness against Agno's 72.8 (BB), and leads in 4 of 7 scored categories. Agno leads on reliability and transparency \u0026 trust.\n\n### Are AgentOS and Agno open source?\n\nYes. AgentOS is open source (Apache-2.0). Agno is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/agentos-vs-agno.json, and with the fewest tokens: https://www.anchorterminal.com/compare/agentos-vs-agno.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"agentos\", \"b\": \"agno\"}`. From a terminal: `anchor compare agentos agno`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/agentos.json and https://www.anchorterminal.com/api/v1/tools/agno.json\n\n## Other comparisons with AgentOS or Agno\n\n- [AgentOS vs Claude Agent SDK](https://www.anchorterminal.com/compare/agentos-vs-claude-agent-sdk.md)\n- [AgentOS vs CrewAI](https://www.anchorterminal.com/compare/agentos-vs-crewai.md)\n- [AgentOS vs Docker Agent](https://www.anchorterminal.com/compare/agentos-vs-docker-agent.md)\n- [AgentOS vs Agent Development Kit (ADK)](https://www.anchorterminal.com/compare/agentos-vs-google-adk.md)\n- [AgentOS vs LangGraph](https://www.anchorterminal.com/compare/agentos-vs-langgraph.md)\n- [AgentOS vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/agentos-vs-microsoft-agent-framework.md)\n- [AgentOS vs OpenAI Agents SDK](https://www.anchorterminal.com/compare/agentos-vs-openai-agents-sdk.md)\n- [AgentOS vs Pydantic AI](https://www.anchorterminal.com/compare/agentos-vs-pydantic-ai.md)\n- [Agno vs Claude Agent SDK](https://www.anchorterminal.com/compare/agno-vs-claude-agent-sdk.md)\n- [Agno vs CrewAI](https://www.anchorterminal.com/compare/agno-vs-crewai.md)\n- [Agno vs Docker Agent](https://www.anchorterminal.com/compare/agno-vs-docker-agent.md)\n- [Agno vs Agent Development Kit (ADK)](https://www.anchorterminal.com/compare/agno-vs-google-adk.md)\n- [Agno vs LangGraph](https://www.anchorterminal.com/compare/agno-vs-langgraph.md)\n- [Agno vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/agno-vs-microsoft-agent-framework.md)\n- [Agno vs OpenAI Agents SDK](https://www.anchorterminal.com/compare/agno-vs-openai-agents-sdk.md)\n- [Agno vs Pydantic AI](https://www.anchorterminal.com/compare/agno-vs-pydantic-ai.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-08", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "AgentOS vs Agno", "url": "" } ], "description": "AgentOS scores 75.3 (BB) on agent readiness against Agno's 72.8 (BB), and leads in 4 of 7 scored categories. Agno leads on reliability and transparency \u0026 trust. Both do agent frameworks. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "AgentOS BB 75.3", "Agno BB 72.8", "scores" ], "h1": "AgentOS vs Agno", "image": "https://www.anchorterminal.com/assets/og/compare-agentos-vs-agno.png", "path": "/compare/agentos-vs-agno", "published": "2026-10-01", "section": "tools", "title": "AgentOS vs Agno for AI agents, BB 75.3 vs BB 72.8 | Anchor Terminal", "toc": null, "updated": "2026-10-08", "url": "https://www.anchorterminal.com/compare/agentos-vs-agno" }, "tokens": { "markdown": 2100, "slim": 630 }, "version": 1 }