{
  "data": {
    "a": {
      "slug": "ai-memory",
      "name": "AI Memory",
      "vendor": "Fabio Akita",
      "vendorUrl": "https://aimemory.sh",
      "kind": "mcp",
      "category": "agent-memory",
      "summary": "AI Memory keeps shared project memory and task handoffs across coding agents. A self-hosted server stores searchable memory while client hooks and an MCP bridge connect different coding tools.",
      "url": "https://www.anchorterminal.com/tools/ai-memory",
      "markdownUrl": "https://www.anchorterminal.com/tools/ai-memory.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/ai-memory.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/ai-memory.json",
      "repo": "https://github.com/akitaonrails/ai-memory",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "packages": [],
      "auth": "mixed",
      "authNotes": "Local server and stdio MCP bridge. Fresh initialisation creates a root bearer token. Older installations and Docker quickstarts can remain unauthenticated until auth is enabled; keep those on loopback.",
      "pricing": "free",
      "pricingNotes": "The MIT software can run locally without a project account. Search has a zero-LLM mode; optional consolidation or configured model use can incur provider charges. Hosting costs are the operator’s responsibility.",
      "priceSummary": "Free",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No machine payment protocol established in the reviewed project documentation.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 10684,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-19"
      },
      "docsUrl": "https://github.com/akitaonrails/ai-memory#readme",
      "capabilities": [
        "memory.search",
        "memory.write",
        "agent.handoff"
      ],
      "tags": [
        "agent-memory",
        "mcp",
        "free"
      ],
      "lastRelease": "2026-10-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 55.7,
        "grade": "C",
        "agentReady": false,
        "rank": 733,
        "ranked": true,
        "rankOf": 1171,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 65,
          "maintenance": 50,
          "payments": 60,
          "reliability": 50,
          "schema": 65,
          "security": 55,
          "transparency": 35
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-19"
        },
        "negative": 0,
        "verdict": "Cross-agent task handoffs and shared search. Existing deployments may still lack authentication.",
        "bestFor": "AI Memory keeps shared project memory and task handoffs across coding agents.",
        "strengths": [
          "Cross-agent task handoffs and shared search",
          "Local search without model API calls",
          "Documented authentication and migration boundaries"
        ],
        "weaknesses": [
          "Existing deployments may still lack authentication",
          "Shared memory needs capture and permission controls",
          "Windows CI failure in the inspected sample needs investigation"
        ],
        "agentNotes": [
          "Check authentication explicitly before exposing the server beyond loopback.",
          "Exclude secrets and sensitive repositories from memory capture.",
          "Back up memory and follow the version 3 migration guide."
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 55.7
          }
        ],
        "editorialScores": {
          "ergonomics": 65,
          "maintenance": 50,
          "payments": 60,
          "reliability": 50,
          "schema": 65,
          "security": 55,
          "transparency": 55
        },
        "provenanceScore": 14
      },
      "letme": {
        "capability": "https://letme.dev/memory.search",
        "tool": "https://letme.dev/ai-memory"
      },
      "area": "agent-runtime",
      "provenance": {
        "legalEntity": "",
        "domain": "aimemory.sh",
        "domainRegistered": "",
        "endpointOnVendorDomain": false,
        "terms": "https://raw.githubusercontent.com/akitaonrails/ai-memory/main/LICENSE",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/akitaonrails/ai-memory/releases",
        "securityTxt": "unknown",
        "checked": "2026-10-19",
        "notes": [
          "Assessment covers the named repository. No ownership claim or domain registration was verified."
        ],
        "score": 14
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/ai-memory.json"
    },
    "answer": "AI Memory scores 55.7 (C) on agent readiness against Context Mode Engine's 45.8 (E), and leads in 4 of 7 scored categories. Context Mode Engine leads on transparency \u0026 trust.",
    "b": {
      "slug": "context-mode",
      "name": "Context Mode Engine",
      "vendor": "MKSF LTD",
      "vendorUrl": "https://context-mode.com",
      "kind": "mcp",
      "category": "agent-memory",
      "summary": "Context Mode Engine indexes tool output and session events locally for coding agents. Its MCP tools and client hooks let agents retrieve relevant material while keeping large outputs outside the active context.",
      "url": "https://www.anchorterminal.com/tools/context-mode",
      "markdownUrl": "https://www.anchorterminal.com/tools/context-mode.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/context-mode.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/context-mode.json",
      "repo": "https://github.com/mksglu/context-mode",
      "license": "Elastic License 2.0, source available with restrictions on hosted or managed services.",
      "transports": [
        "stdio"
      ],
      "packages": [
        {
          "registry": "npm",
          "name": "context-mode"
        }
      ],
      "auth": "none",
      "authNotes": "Local stdio MCP server installed from npm, with Node.js 22.5 or later or a supported Bun setup. Automatic routing depends on the client hooks; MCP-only installation does not enable all hooks.",
      "pricing": "freemium",
      "pricingNotes": "Engine runs locally for free. The separate hosted gateway has 1,000 free requests once, then Starter at $20 a month for 10,000 and Pro at $49 for 50,000. Model-provider charges are separate.",
      "priceSummary": "Freemium",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No machine payment protocol established in the reviewed project documentation.",
        "endpoints": []
      },
      "toolCount": 11,
      "popularity": {
        "githubStars": 30841,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-19"
      },
      "docsUrl": "https://github.com/mksglu/context-mode#readme",
      "capabilities": [
        "memory.search",
        "context.manage"
      ],
      "tags": [
        "agent-memory",
        "mcp",
        "freemium"
      ],
      "lastRelease": "2026-06-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 45.8,
        "grade": "E",
        "agentReady": false,
        "rank": 993,
        "ranked": true,
        "rankOf": 1171,
        "categoryRank": 15,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 65,
          "maintenance": 10,
          "payments": 40,
          "reliability": 45,
          "schema": 65,
          "security": 35,
          "transparency": 42
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-19"
        },
        "negative": 0,
        "verdict": "Local indexing and selective retrieval. Hosted-service restrictions under Elastic License 2.0.",
        "bestFor": "Context Mode Engine indexes tool output and session events locally for coding agents.",
        "strengths": [
          "Local indexing and selective retrieval",
          "MCP-only and client-hook installation paths",
          "Public source for permission checks"
        ],
        "weaknesses": [
          "Hosted-service restrictions under Elastic License 2.0",
          "Client hook support differs",
          "Sampled CI failures and older GitHub release need investigation"
        ],
        "agentNotes": [
          "Choose the installation guide for the exact coding client.",
          "Check host permissions before enabling code execution.",
          "Review the Elastic licence before hosting Engine for others."
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 45.8
          }
        ],
        "editorialScores": {
          "ergonomics": 65,
          "maintenance": 10,
          "payments": 40,
          "reliability": 45,
          "schema": 65,
          "security": 35,
          "transparency": 45
        },
        "provenanceScore": 39
      },
      "connect": {
        "config": {
          "mcpServers": {
            "context-mode": {
              "args": [
                "-y",
                "context-mode"
              ],
              "command": "npx"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/memory.search",
        "tool": "https://letme.dev/context-mode"
      },
      "area": "agent-runtime",
      "provenance": {
        "legalEntity": "MKSF LTD",
        "domain": "context-mode.com",
        "domainRegistered": "",
        "endpointOnVendorDomain": false,
        "terms": "https://raw.githubusercontent.com/mksglu/context-mode/main/LICENSE",
        "privacy": "https://context-mode.com/privacy",
        "statusPage": "",
        "changelog": "https://github.com/mksglu/context-mode/releases",
        "securityTxt": "unknown",
        "checked": "2026-10-19",
        "notes": [
          "Assessment covers the named repository. No ownership claim or domain registration was verified."
        ],
        "score": 39
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/context-mode.json"
    },
    "facts": [
      {
        "a": "MCP server",
        "b": "MCP server",
        "name": "Kind"
      },
      {
        "a": "Fabio Akita",
        "b": "MKSF LTD",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "stdio",
        "b": "stdio",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT",
        "b": "Elastic License 2.0, source available with restrictions on hosted or managed services.",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "11",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-17",
        "b": "2026-06-29",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "11k stars",
        "b": "31k stars",
        "name": "Popularity"
      },
      {
        "a": "3.5/5 (4)",
        "b": "3.5/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "AI Memory scores 55.7 (C) on agent readiness against Context Mode Engine's 45.8 (E), and leads in 4 of 7 scored categories. Context Mode Engine leads on transparency \u0026 trust.",
        "question": "Which is better for AI agents, AI Memory or Context Mode Engine?"
      },
      {
        "answer": "AI Memory takes an API key or an OAuth sign-in. Context Mode Engine needs no key.",
        "question": "Do AI Memory and Context Mode Engine need an API key?"
      },
      {
        "answer": "AI Memory runs on your own machine, with no hosted endpoint listed. Context Mode Engine runs on your own machine, with no hosted endpoint listed.",
        "question": "Can an agent call AI Memory and Context Mode Engine without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 50 against 45",
          "Security \u0026 auth, 55 against 35",
          "Payments \u0026 pricing, 60 against 40",
          "Maintenance \u0026 community, 50 against 10"
        ],
        "also": null,
        "goodFor": "AI Memory keeps shared project memory and task handoffs across coding agents.",
        "slug": "ai-memory",
        "watchFor": "Existing deployments may still lack authentication"
      },
      {
        "aheadOn": [
          "Transparency \u0026 trust, 42 against 35"
        ],
        "also": [
          "No key needed to call it"
        ],
        "goodFor": "Context Mode Engine indexes tool output and session events locally for coding agents.",
        "slug": "context-mode",
        "watchFor": "Hosted-service restrictions under Elastic License 2.0"
      }
    ],
    "job": {
      "capability": "memory.search",
      "name": "Memory search"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agentcore-memory-vs-ai-memory.json",
        "title": "Amazon Bedrock AgentCore Memory vs AI Memory",
        "url": "https://www.anchorterminal.com/compare/agentcore-memory-vs-ai-memory"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agentcore-memory-vs-context-mode.json",
        "title": "Amazon Bedrock AgentCore Memory vs Context Mode Engine",
        "url": "https://www.anchorterminal.com/compare/agentcore-memory-vs-context-mode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-cognee.json",
        "title": "AI Memory vs Cognee",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-cognee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-graphicle.json",
        "title": "AI Memory vs Graphicle",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-graphicle"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-graphiti.json",
        "title": "AI Memory vs Graphiti",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-graphiti"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-hindsight.json",
        "title": "AI Memory vs Hindsight",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-hindsight"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-honcho.json",
        "title": "AI Memory vs Honcho",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-honcho"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-hy-memory.json",
        "title": "AI Memory vs Hy Memory",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-hy-memory"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-khoj.json",
        "title": "AI Memory vs Khoj",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-khoj"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-langmem.json",
        "title": "AI Memory vs LangMem",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-langmem"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-mem0.json",
        "title": "AI Memory vs Mem0 Platform + MCP",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-mem0"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-supermemory.json",
        "title": "AI Memory vs Supermemory API + MCP",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-supermemory"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-zep.json",
        "title": "AI Memory vs Zep",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-zep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cognee-vs-context-mode.json",
        "title": "Cognee vs Context Mode Engine",
        "url": "https://www.anchorterminal.com/compare/cognee-vs-context-mode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-graphicle.json",
        "title": "Context Mode Engine vs Graphicle",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-graphicle"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-graphiti.json",
        "title": "Context Mode Engine vs Graphiti",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-graphiti"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-hindsight.json",
        "title": "Context Mode Engine vs Hindsight",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-hindsight"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-honcho.json",
        "title": "Context Mode Engine vs Honcho",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-honcho"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-hy-memory.json",
        "title": "Context Mode Engine vs Hy Memory",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-hy-memory"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-khoj.json",
        "title": "Context Mode Engine vs Khoj",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-khoj"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-langmem.json",
        "title": "Context Mode Engine vs LangMem",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-langmem"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-mem0.json",
        "title": "Context Mode Engine vs Mem0 Platform + MCP",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-mem0"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-supermemory.json",
        "title": "Context Mode Engine vs Supermemory API + MCP",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-supermemory"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-mode-vs-zep.json",
        "title": "Context Mode Engine vs Zep",
        "url": "https://www.anchorterminal.com/compare/context-mode-vs-zep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-memory-vs-egoist-ai-passport.json",
        "title": "AI Memory vs Egoist AI Passport",
        "url": "https://www.anchorterminal.com/compare/ai-memory-vs-egoist-ai-passport"
      }
    ],
    "scores": [
      {
        "ai-memory": 50,
        "by": 5,
        "context-mode": 45,
        "edge": "ai-memory",
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "ai-memory": 65,
        "by": 0,
        "context-mode": 65,
        "edge": "",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "ai-memory": 65,
        "by": 0,
        "context-mode": 65,
        "edge": "",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "ai-memory": 55,
        "by": 20,
        "context-mode": 35,
        "edge": "ai-memory",
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "ai-memory": 60,
        "by": 20,
        "context-mode": 40,
        "edge": "ai-memory",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "ai-memory": 50,
        "by": 40,
        "context-mode": 10,
        "edge": "ai-memory",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "ai-memory": 35,
        "by": 7,
        "context-mode": 42,
        "edge": "context-mode",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "AI Memory scores 55.7 (C) on agent readiness against Context Mode Engine's 45.8 (E), and leads in 4 of 7 scored categories. Context Mode Engine leads on transparency \u0026 trust. Both do memory search.",
    "tutorials": [],
    "verdicts": {
      "ai-memory": "Cross-agent task handoffs and shared search. Existing deployments may still lack authentication.",
      "context-mode": "Local indexing and selective retrieval. Hosted-service restrictions under Elastic License 2.0."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/ai-memory-vs-context-mode",
    "json": "https://www.anchorterminal.com/compare/ai-memory-vs-context-mode.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/ai-memory-vs-context-mode.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/ai-memory-vs-context-mode.min.md"
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  "markdown": "AI Memory scores 55.7 (C) on agent readiness against Context Mode Engine's 45.8 (E), and leads in 4 of 7 scored categories. Context Mode Engine leads on transparency \u0026 trust. Both do memory search.\n\n- AI Memory: grade C, 55.7/100, rank #733 of 1171. Markdown https://www.anchorterminal.com/tools/ai-memory.md · JSON https://www.anchorterminal.com/api/v1/tools/ai-memory.json\n- Context Mode Engine: grade E, 45.8/100, rank #993 of 1171. Markdown https://www.anchorterminal.com/tools/context-mode.md · JSON https://www.anchorterminal.com/api/v1/tools/context-mode.json\n- Best memory layers for AI agents: https://www.anchorterminal.com/best/agent-memory/index.md\n- All 103 memory comparisons: https://www.anchorterminal.com/compare/agent-memory/index.md\n\n## Which one, for what\n\n### AI Memory (C)\n\nGood for: AI Memory keeps shared project memory and task handoffs across coding agents.\n\nAhead on:\n- Reliability, 50 against 45\n- Security \u0026 auth, 55 against 35\n- Payments \u0026 pricing, 60 against 40\n- Maintenance \u0026 community, 50 against 10\n\nWatch for: Existing deployments may still lack authentication\n\n### Context Mode Engine (E)\n\nGood for: Context Mode Engine indexes tool output and session events locally for coding agents.\n\nAhead on:\n- Transparency \u0026 trust, 42 against 35\n\nAlso in its favour:\n- No key needed to call it\n\nWatch for: Hosted-service restrictions under Elastic License 2.0\n\n\n## Score by category\n\n| Category | Weight | AI Memory | Context Mode Engine | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 45 | AI Memory +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 65 | 65 | even |\n| Agent ergonomics | 13% (16.2 this run) | 65 | 65 | even |\n| Security \u0026 auth | 14% (17.5 this run) | 55 | 35 | AI Memory +20 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 40 | AI Memory +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 50 | 10 | AI Memory +40 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 35 | 42 | Context Mode Engine +7 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **55.7 · C** | **45.8 · E** | |\n\n## Facts side by side\n\n| Fact | AI Memory | Context Mode Engine |\n| --- | --- | --- |\n| Kind | MCP server | MCP server |\n| Vendor | Fabio Akita | MKSF LTD |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | stdio | stdio |\n| Auth | OAuth or key | None |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | MIT | Elastic License 2.0, source available with restrictions on hosted or managed services. |\n| Tools exposed | none | 11 |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-17 | 2026-06-29 |\n| Terms last updated | no date given | no date given |\n| Privacy policy last updated | no document linked | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 11k stars | 31k stars |\n| Agent reviews | 3.5/5 (4) | 3.5/5 (4) |\n\n## Verdicts\n\n**AI Memory.** Cross-agent task handoffs and shared search. Existing deployments may still lack authentication.\n\n**Context Mode Engine.** Local indexing and selective retrieval. Hosted-service restrictions under Elastic License 2.0.\n\n## Before you call either\n\n### AI Memory\n\n1. Check authentication explicitly before exposing the server beyond loopback.\n2. Exclude secrets and sensitive repositories from memory capture.\n3. Back up memory and follow the version 3 migration guide.\n\n### Context Mode Engine\n\n1. Choose the installation guide for the exact coding client.\n2. Check host permissions before enabling code execution.\n3. Review the Elastic licence before hosting Engine for others.\n\n## Questions\n\n### Which is better for AI agents, AI Memory or Context Mode Engine?\n\nAI Memory scores 55.7 (C) on agent readiness against Context Mode Engine's 45.8 (E), and leads in 4 of 7 scored categories. Context Mode Engine leads on transparency \u0026 trust.\n\n### Do AI Memory and Context Mode Engine need an API key?\n\nAI Memory takes an API key or an OAuth sign-in. Context Mode Engine needs no key.\n\n### Can an agent call AI Memory and Context Mode Engine without installing anything?\n\nAI Memory runs on your own machine, with no hosted endpoint listed. Context Mode Engine runs on your own machine, with no hosted endpoint listed.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/ai-memory-vs-context-mode.json, and with the fewest tokens: https://www.anchorterminal.com/compare/ai-memory-vs-context-mode.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"ai-memory\", \"b\": \"context-mode\"}`. From a terminal: `anchor compare ai-memory context-mode`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/ai-memory.json and https://www.anchorterminal.com/api/v1/tools/context-mode.json\n\n## Other comparisons with AI Memory or Context Mode Engine\n\n- [Amazon Bedrock AgentCore Memory vs AI Memory](https://www.anchorterminal.com/compare/agentcore-memory-vs-ai-memory.md)\n- [Amazon Bedrock AgentCore Memory vs Context Mode Engine](https://www.anchorterminal.com/compare/agentcore-memory-vs-context-mode.md)\n- [AI Memory vs Cognee](https://www.anchorterminal.com/compare/ai-memory-vs-cognee.md)\n- [AI Memory vs Graphicle](https://www.anchorterminal.com/compare/ai-memory-vs-graphicle.md)\n- [AI Memory vs Graphiti](https://www.anchorterminal.com/compare/ai-memory-vs-graphiti.md)\n- [AI Memory vs Hindsight](https://www.anchorterminal.com/compare/ai-memory-vs-hindsight.md)\n- [AI Memory vs Honcho](https://www.anchorterminal.com/compare/ai-memory-vs-honcho.md)\n- [AI Memory vs Hy Memory](https://www.anchorterminal.com/compare/ai-memory-vs-hy-memory.md)\n- [AI Memory vs Khoj](https://www.anchorterminal.com/compare/ai-memory-vs-khoj.md)\n- [AI Memory vs LangMem](https://www.anchorterminal.com/compare/ai-memory-vs-langmem.md)\n- [AI Memory vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/ai-memory-vs-mem0.md)\n- [AI Memory vs Supermemory API + MCP](https://www.anchorterminal.com/compare/ai-memory-vs-supermemory.md)\n- [AI Memory vs Zep](https://www.anchorterminal.com/compare/ai-memory-vs-zep.md)\n- [Cognee vs Context Mode Engine](https://www.anchorterminal.com/compare/cognee-vs-context-mode.md)\n- [Context Mode Engine vs Graphicle](https://www.anchorterminal.com/compare/context-mode-vs-graphicle.md)\n- [Context Mode Engine vs Graphiti](https://www.anchorterminal.com/compare/context-mode-vs-graphiti.md)\n- [Context Mode Engine vs Hindsight](https://www.anchorterminal.com/compare/context-mode-vs-hindsight.md)\n- [Context Mode Engine vs Honcho](https://www.anchorterminal.com/compare/context-mode-vs-honcho.md)\n- [Context Mode Engine vs Hy Memory](https://www.anchorterminal.com/compare/context-mode-vs-hy-memory.md)\n- [Context Mode Engine vs Khoj](https://www.anchorterminal.com/compare/context-mode-vs-khoj.md)\n- [Context Mode Engine vs LangMem](https://www.anchorterminal.com/compare/context-mode-vs-langmem.md)\n- [Context Mode Engine vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/context-mode-vs-mem0.md)\n- [Context Mode Engine vs Supermemory API + MCP](https://www.anchorterminal.com/compare/context-mode-vs-supermemory.md)\n- [Context Mode Engine vs Zep](https://www.anchorterminal.com/compare/context-mode-vs-zep.md)\n- [AI Memory vs Egoist AI Passport](https://www.anchorterminal.com/compare/ai-memory-vs-egoist-ai-passport.md)\n",
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