{
  "data": {
    "a": {
      "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"
      }
    },
    "answer": "Microsoft Agent Framework scores 82.2 (A) on agent readiness against Agno's 72.8 (BB), and leads in 5 of 7 scored categories. Agno leads on reliability.",
    "b": {
      "slug": "microsoft-agent-framework",
      "name": "Microsoft Agent Framework",
      "vendor": "Microsoft",
      "vendorUrl": "https://www.microsoft.com",
      "kind": "framework",
      "category": "frameworks",
      "summary": "Microsoft Agent Framework is an open-source SDK for building AI agents and multi-agent workflows in Python and .NET, with a Go version in public preview. Microsoft names it the successor to AutoGen and Semantic Kernel.",
      "url": "https://www.anchorterminal.com/tools/microsoft-agent-framework",
      "markdownUrl": "https://www.anchorterminal.com/tools/microsoft-agent-framework.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/microsoft-agent-framework.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/microsoft-agent-framework.json",
      "repo": "https://github.com/microsoft/agent-framework",
      "license": "MIT",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "agent-framework"
        },
        {
          "registry": "nuget",
          "name": "Microsoft.Agents.AI"
        }
      ],
      "auth": "none",
      "authNotes": "A library with no account of its own. Credentials are for the model provider and the tools used. The quickstarts sign in to Microsoft Foundry with an Azure credential, and the OpenAI, Anthropic and other clients take their own keys from the environment.",
      "pricing": "free",
      "pricingNotes": "Free under MIT, with model calls paid to the provider. Foundry hosted agents, the managed hosting option, is a separate Azure service at $0.0994 a vCPU-hour and $0.0118 an hour for memory in East US, per Azure's retail price API on 8 October 2026.",
      "priceSummary": "Free · OSS",
      "where": "library",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 found in the repository or the docs (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 14015,
        "npmWeekly": null,
        "pypiWeekly": 47507,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://learn.microsoft.com/en-us/agent-framework/overview/",
      "capabilities": [
        "agent.framework",
        "agent.multi-agent",
        "agent.durable",
        "agent.mcp-client"
      ],
      "tags": [
        "official",
        "framework",
        "python",
        "dotnet",
        "go",
        "open-source",
        "durable",
        "free",
        "no-card"
      ],
      "lastRelease": "2026-10-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 82.2,
        "grade": "A",
        "agentReady": true,
        "rank": 6,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 87,
          "maintenance": 91,
          "payments": 60,
          "reliability": 78,
          "schema": 95,
          "security": 93,
          "transparency": 83
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "high",
          "date": "2026-10-08"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-10-07. High-severity advisory GHSA-9f26-7mqc-9vc4 (CVSS 7.5). Microsoft.Agents.AI.Workflows.Declarative before 1.24.0 could forward values marked sensitive, including environment-scoped secrets, to an external MCP server from an InvokeMcpTool action. Fixed in 1.24.0 and published the same day, so 2 points. Two medium advisories published the same day (GHSA-q7g7-7c7x-frcq, approval not bound to transport headers, and GHSA-r2mq-wgc9-vgh3, Foundry toolbox bearer token sent to an unintended origin) weren't deducted. https://github.com/microsoft/agent-framework/security/advisories/GHSA-9f26-7mqc-9vc4"
        ],
        "verdict": "Python 1.21.0 and .NET 1.24.0 are MIT, past 1.0 and released about weekly, with an MCP client, tool approval, checkpointed graph workflows and OpenTelemetry. Breaking changes ship in minor releases, a version User-Agent and a feature-usage token are sent by default, and a high-severity advisory in the .NET declarative workflows package was published on 7 October 2026.",
        "bestFor": "Teams on Azure or .NET, and for teams moving off AutoGen or Semantic Kernel, that want MCP, approval, checkpointed workflows and OpenTelemetry in one SDK.",
        "strengths": [
          "MIT, with Python 1.21.0 on PyPI (8 October 2026) and .NET 1.24.0 on NuGet (7 October 2026), both past 1.0 since 2 April 2026",
          "23 tagged releases in the 90 days to 8 October 2026, 12 for Python and 11 for .NET",
          "MCP client in the core package over stdio and streamable HTTP, with a tool allow-list, per-tool approval and optional progressive disclosure",
          "Graph workflows with checkpoints, in-memory and file storage in core, and five orchestration patterns (sequential, concurrent, handoff, group chat, Magentic)",
          "A safety page and FIDES, an information-flow control middleware for prompt injection, which is experimental and Python only"
        ],
        "weaknesses": [
          "Changes marked [BREAKING] shipped in minor releases of released packages, including agent-framework-core in 1.20.0 on 2 October 2026",
          "A package and version User-Agent goes out on client requests by default, with a feature-usage token on Foundry and Azure OpenAI paths. Two environment variables turn them off",
          "Three advisories were published on 7 October 2026 against .NET packages, one high (CVSS 7.5), all with fixed versions",
          "Tools run without approval unless approval is set on each tool, per the safety page",
          "575 open issues and 201 open pull requests on 8 October 2026, and 26 of 44 Python packages are alpha or beta"
        ],
        "agentNotes": [
          "Pin exact versions. Minor releases have carried [BREAKING] changes, so read python/CHANGELOG.md or the upgrade guides before moving up",
          "Set `approval_mode=\"always_require\"` on tools and MCP servers that write. The default is `never_require`",
          "Pass `allowed_tools` to `MCPStdioTool` or `MCPStreamableHTTPTool` so only the named MCP tools reach the model",
          "Set `AGENT_FRAMEWORK_USER_AGENT_DISABLED=true` to drop the framework's User-Agent and feature token, or `AGENT_FRAMEWORK_FEATURE_MASK_DISABLED=true` for the token alone",
          "On .NET, use Microsoft.Agents.AI.Workflows.Declarative 1.24.0 or later. Earlier versions could forward protected workflow values to an external MCP server"
        ],
        "metrics": {
          "kind": "library",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "high",
            "grade": "A",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 82.2
          }
        ],
        "editorialScores": {
          "ergonomics": 87,
          "maintenance": 91,
          "payments": 60,
          "reliability": 78,
          "schema": 95,
          "security": 93,
          "transparency": 86
        },
        "provenanceScore": 80
      },
      "connect": {
        "install": "pip install agent-framework   # or: dotnet add package Microsoft.Agents.AI"
      },
      "letme": {
        "capability": "https://letme.dev/agent.framework",
        "tool": "https://letme.dev/microsoft-agent-framework"
      },
      "sameCompany": [
        "azure-foundry-fine-tuning",
        "azure-ai-content-safety",
        "azure-speech-to-text",
        "azure-text-to-speech",
        "microsoft-execution-containers",
        "microsoft-entra-agent-id",
        "azure-key-vault",
        "azure-devops-mcp",
        "microsoft-learn-mcp",
        "playwright-mcp",
        "azure-mcp",
        "azure-translator",
        "microsoft-graph-calendar",
        "dynamics-365-sales",
        "microsoft-advertising-api",
        "microsoft-excel-graph",
        "outlook-mail-graph"
      ],
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Foundry hosted agents",
          "unit": "vcpu-hour",
          "usd": 0.0994,
          "note": "East US, plus $0.0118 an hour for memory. A separate Azure service"
        }
      ],
      "provenance": {
        "legalEntity": "Microsoft Corporation",
        "domain": "microsoft.com",
        "domainRegistered": "1991-05-02",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/microsoft/agent-framework/blob/main/python/CHANGELOG.md",
        "securityTxt": "expired",
        "checked": "2026-10-08",
        "notes": [
          "The repository is under GitHub's microsoft organisation and its licence file reads Copyright (c) Microsoft Corporation.",
          "No terms or privacy document for the framework itself was found. The MIT licence is the only document that governs the packages, and neither the repository README nor the core package README links a privacy statement, so both fields are left out.",
          "www.microsoft.com/.well-known/security.txt loads and points to the MSRC researcher portal, but its Expires field is 2026-09-23T16:00:00.000Z, which had passed on 8 October 2026. learn.microsoft.com has none.",
          "RDAP gives microsoft.com a registration date of 1991-05-02.",
          "The changelog link is the Python one. No changelog file was found for .NET in the repository."
        ],
        "score": 80
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/microsoft-agent-framework.json",
      "live": {
        "slug": "microsoft-agent-framework",
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/microsoft/agent-framework/main/python/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:24:25.773080027Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "de3967467c68"
          }
        ],
        "updatedAt": "2026-10-08T18:24:25.773080027Z"
      }
    },
    "facts": [
      {
        "a": "Agent framework",
        "b": "Agent framework",
        "name": "Kind"
      },
      {
        "a": "Agno Inc.",
        "b": "Microsoft",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-02",
        "b": "2026-10-08",
        "name": "Last release"
      },
      {
        "a": "couldn't be read",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "couldn't be read",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "43k stars, 476k PyPI/wk",
        "b": "14k stars, 48k PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Microsoft Agent Framework scores 82.2 (A) on agent readiness against Agno's 72.8 (BB), and leads in 5 of 7 scored categories. Agno leads on reliability.",
        "question": "Which is better for AI agents, Agno or Microsoft Agent Framework?"
      },
      {
        "answer": "Yes. Agno is open source (Apache-2.0). Microsoft Agent Framework is open source (MIT).",
        "question": "Are Agno and Microsoft Agent Framework open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 83 against 78"
        ],
        "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"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 95 against 90",
          "Agent ergonomics, 87 against 76",
          "Security \u0026 auth, 93 against 64",
          "Payments \u0026 pricing, 60 against 50",
          "Maintenance \u0026 community, 91 against 86"
        ],
        "also": [
          "No key needed to call it",
          "Free to start without a card"
        ],
        "goodFor": "Teams on Azure or .NET, and for teams moving off AutoGen or Semantic Kernel, that want MCP, approval, checkpointed workflows and OpenTelemetry in one SDK.",
        "slug": "microsoft-agent-framework",
        "watchFor": "Changes marked [BREAKING] shipped in minor releases of released packages, including agent-framework-core in 1.20.0 on 2 October 2026"
      }
    ],
    "job": {
      "capability": "agent.framework",
      "name": "Agent frameworks"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agentos-vs-agno.json",
        "title": "AgentOS vs Agno",
        "url": "https://www.anchorterminal.com/compare/agentos-vs-agno"
      },
      {
        "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"
      },
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        "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"
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      {
        "json": "https://www.anchorterminal.com/compare/agno-vs-docker-agent.json",
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        "json": "https://www.anchorterminal.com/compare/agno-vs-google-adk.json",
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        "json": "https://www.anchorterminal.com/compare/agno-vs-openai-agents-sdk.json",
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        "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"
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        "json": "https://www.anchorterminal.com/compare/claude-agent-sdk-vs-microsoft-agent-framework.json",
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        "agno": 83,
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        "key": "reliability",
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        "weight": 16
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        "name": "Performance",
        "pending": true,
        "weight": 10
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        "agno": 90,
        "by": 5,
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        "key": "schema",
        "microsoft-agent-framework": 95,
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        "weight": 13
      },
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        "by": 11,
        "edge": "microsoft-agent-framework",
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        "microsoft-agent-framework": 87,
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        "weight": 13
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        "agno": 64,
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        "edge": "microsoft-agent-framework",
        "key": "security",
        "microsoft-agent-framework": 93,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "agno": 50,
        "by": 10,
        "edge": "microsoft-agent-framework",
        "key": "payments",
        "microsoft-agent-framework": 60,
        "name": "Payments \u0026 pricing",
        "weight": 10
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        "name": "Task success",
        "pending": true,
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        "by": 5,
        "edge": "microsoft-agent-framework",
        "key": "maintenance",
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        "weight": 7
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        "by": 0,
        "edge": "",
        "key": "transparency",
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        "weight": 7
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      "microsoft-agent-framework": "Python 1.21.0 and .NET 1.24.0 are MIT, past 1.0 and released about weekly, with an MCP client, tool approval, checkpointed graph workflows and OpenTelemetry. Breaking changes ship in minor releases, a version User-Agent and a feature-usage token are sent by default, and a high-severity advisory in the .NET declarative workflows package was published on 7 October 2026."
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  "markdown": "Microsoft Agent Framework scores 82.2 (A) on agent readiness against Agno's 72.8 (BB), and leads in 5 of 7 scored categories. Agno leads on reliability. Both do agent frameworks.\n\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- Microsoft Agent Framework: grade A, 82.2/100, rank #6 of 629. Markdown https://www.anchorterminal.com/tools/microsoft-agent-framework.md · JSON https://www.anchorterminal.com/api/v1/tools/microsoft-agent-framework.json\n\n## Which one, for what\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 78\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### Microsoft Agent Framework (A)\n\nGood for: Teams on Azure or .NET, and for teams moving off AutoGen or Semantic Kernel, that want MCP, approval, checkpointed workflows and OpenTelemetry in one SDK.\n\nAhead on:\n- Schema \u0026 documentation, 95 against 90\n- Agent ergonomics, 87 against 76\n- Security \u0026 auth, 93 against 64\n- Payments \u0026 pricing, 60 against 50\n- Maintenance \u0026 community, 91 against 86\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n\nWatch for: Changes marked [BREAKING] shipped in minor releases of released packages, including agent-framework-core in 1.20.0 on 2 October 2026\n\n\n## Score by category\n\n| Category | Weight | Agno | Microsoft Agent Framework | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 83 | 78 | Agno +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 90 | 95 | Microsoft Agent Framework +5 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 87 | Microsoft Agent Framework +11 |\n| Security \u0026 auth | 14% (17.5 this run) | 64 | 93 | Microsoft Agent Framework +29 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 50 | 60 | Microsoft Agent Framework +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 86 | 91 | Microsoft Agent Framework +5 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 83 | 83 | even |\n| Negative events | ≤15 | -3 | -2 | |\n| **Total** | | **72.8 · BB** | **82.2 · A** | |\n\n## Facts side by side\n\n| Fact | Agno | Microsoft Agent Framework |\n| --- | --- | --- |\n| Kind | Agent framework | Agent framework |\n| Vendor | Agno Inc. | Microsoft |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | API key | None |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | Apache-2.0 | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-02 | 2026-10-08 |\n| Terms last updated | couldn't be read | no document linked |\n| Privacy policy last updated | couldn't be read | no document linked |\n| Customer content may train models | couldn't be read |  |\n| Terms restrict automated access | couldn't be read |  |\n| Terms restrict benchmarking | couldn't be read |  |\n| Terms or service can change without notice | couldn't be read |  |\n| Arbitration or class-action waiver | couldn't be read |  |\n| Popularity | 43k stars, 476k PyPI/wk | 14k stars, 48k PyPI/wk |\n\n## Verdicts\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**Microsoft Agent Framework.** Python 1.21.0 and .NET 1.24.0 are MIT, past 1.0 and released about weekly, with an MCP client, tool approval, checkpointed graph workflows and OpenTelemetry. Breaking changes ship in minor releases, a version User-Agent and a feature-usage token are sent by default, and a high-severity advisory in the .NET declarative workflows package was published on 7 October 2026.\n\n## Before you call either\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### Microsoft Agent Framework\n\n1. Pin exact versions. Minor releases have carried [BREAKING] changes, so read python/CHANGELOG.md or the upgrade guides before moving up\n2. Set `approval_mode=\"always_require\"` on tools and MCP servers that write. The default is `never_require`\n3. Pass `allowed_tools` to `MCPStdioTool` or `MCPStreamableHTTPTool` so only the named MCP tools reach the model\n4. Set `AGENT_FRAMEWORK_USER_AGENT_DISABLED=true` to drop the framework's User-Agent and feature token, or `AGENT_FRAMEWORK_FEATURE_MASK_DISABLED=true` for the token alone\n5. On .NET, use Microsoft.Agents.AI.Workflows.Declarative 1.24.0 or later. Earlier versions could forward protected workflow values to an external MCP server\n\n## Questions\n\n### Which is better for AI agents, Agno or Microsoft Agent Framework?\n\nMicrosoft Agent Framework scores 82.2 (A) on agent readiness against Agno's 72.8 (BB), and leads in 5 of 7 scored categories. Agno leads on reliability.\n\n### Are Agno and Microsoft Agent Framework open source?\n\nYes. Agno is open source (Apache-2.0). Microsoft Agent Framework is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/agno-vs-microsoft-agent-framework.json, and with the fewest tokens: https://www.anchorterminal.com/compare/agno-vs-microsoft-agent-framework.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"agno\", \"b\": \"microsoft-agent-framework\"}`. From a terminal: `anchor compare agno microsoft-agent-framework`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/agno.json and https://www.anchorterminal.com/api/v1/tools/microsoft-agent-framework.json\n\n## Other comparisons with Agno or Microsoft Agent Framework\n\n- [AgentOS vs Agno](https://www.anchorterminal.com/compare/agentos-vs-agno.md)\n- [AgentOS vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/agentos-vs-microsoft-agent-framework.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 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- [Claude Agent SDK vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/claude-agent-sdk-vs-microsoft-agent-framework.md)\n- [CrewAI vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/crewai-vs-microsoft-agent-framework.md)\n- [Docker Agent vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/docker-agent-vs-microsoft-agent-framework.md)\n- [Agent Development Kit (ADK) vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/google-adk-vs-microsoft-agent-framework.md)\n- [LangGraph vs Microsoft Agent Framework](https://www.anchorterminal.com/compare/langgraph-vs-microsoft-agent-framework.md)\n- [Microsoft Agent Framework vs OpenAI Agents SDK](https://www.anchorterminal.com/compare/microsoft-agent-framework-vs-openai-agents-sdk.md)\n- [Microsoft Agent Framework vs Pydantic AI](https://www.anchorterminal.com/compare/microsoft-agent-framework-vs-pydantic-ai.md)\n",
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