integrations.json

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "_comment": "Canonical registry of all Nowledge Mem integrations. Single source of truth — other surfaces (website integrations.ts, check-integration skill, README tables, marketplace JSONs) should reference or be validated against this file. autonomy.bootstrap/recall/distill use: automatic | guided | manual. autonomy.threads uses: automatic-capture | explicit-save | handoff-only | import-only | none.",
  "version": "1.0.0",
  "integrations": [
    {
      "id": "claude-code",
      "name": "Claude Code",
      "category": "coding",
      "type": "plugin",
      "version": "0.7.3",
      "directory": "nowledge-mem-claude-code-plugin",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": true,
        "autoCapture": true,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "cli-native",
        "runtime": "claude-code",
        "command": "nmem t save --from claude-code"
      },
      "autonomy": {
        "bootstrap": "automatic",
        "recall": "guided",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the native plugin",
          "Keep nmem available on this machine",
          "Restart Claude Code after install or update"
        ]
      },
      "install": {
        "command": "claude plugin marketplace add nowledge-co/community && claude plugin install nowledge-mem@nowledge-community",
        "updateCommand": "claude plugin marketplace update && claude plugin update nowledge-mem@nowledge-community",
        "detectionHint": "Running as Claude Code agent; ~/.claude/ exists",
        "docsUrl": "/docs/integrations/claude-code"
      },
      "toolNaming": {
        "convention": "cli-direct",
        "note": "Declarative skills and slash commands invoke nmem CLI directly"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-thread"],
      "slashCommands": ["/save", "/search", "/sum", "/status"]
    },
    {
      "id": "copilot-cli",
      "name": "Copilot CLI",
      "category": "coding",
      "type": "plugin",
      "version": "0.1.1",
      "directory": "nowledge-mem-copilot-cli-plugin",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": true,
        "autoCapture": true,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "plugin-capture",
        "runtime": "copilot-cli",
        "note": "Python script reads Copilot CLI transcript events via stdin, creates threads via nmem t import. No native nmem parser exists for copilot-cli."
      },
      "autonomy": {
        "bootstrap": "automatic",
        "recall": "guided",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the native plugin",
          "Keep nmem available on this machine",
          "Restart Copilot CLI after install so hooks reload"
        ]
      },
      "install": {
        "command": "copilot plugin marketplace add nowledge-co/community && copilot plugin install nowledge-mem@nowledge-community",
        "updateCommand": "copilot plugin marketplace update nowledge-community && copilot plugin update nowledge-mem",
        "detectionHint": "Running as GitHub Copilot CLI agent; ~/.copilot/ exists",
        "docsUrl": "/docs/integrations/copilot-cli"
      },
      "toolNaming": {
        "convention": "cli-direct",
        "note": "Lifecycle hooks run automatically; skills teach Copilot to invoke nmem CLI directly when needed"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-thread"],
      "slashCommands": []
    },
    {
      "id": "gemini-cli",
      "name": "Gemini CLI",
      "category": "coding",
      "type": "extension",
      "version": "0.1.5",
      "directory": "nowledge-mem-gemini-cli",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": true,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "cli-native",
        "runtime": "gemini-cli",
        "command": "nmem t save --from gemini-cli"
      },
      "autonomy": {
        "bootstrap": "automatic",
        "recall": "guided",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the Gemini extension",
          "Keep nmem available on this machine",
          "Start a fresh Gemini CLI session after install"
        ]
      },
      "install": {
        "command": "Search 'Nowledge Mem' in the Gemini CLI Extensions Gallery and install",
        "updateCommand": "gemini extensions update nowledge-mem-gemini-cli",
        "detectionHint": "Running as Gemini CLI agent; ~/.gemini/ exists",
        "docsUrl": "/docs/integrations/gemini-cli"
      },
      "toolNaming": {
        "convention": "cli-direct",
        "note": "TOML commands and lifecycle hooks invoke nmem CLI"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-thread", "save-handoff"],
      "slashCommands": ["/nowledge:read-working-memory", "/nowledge:search-memory", "/nowledge:distill-memory", "/nowledge:save-thread", "/nowledge:save-handoff", "/nowledge:status"]
    },
    {
      "id": "codex-cli",
      "name": "Codex CLI",
      "category": "coding",
      "type": "plugin",
      "version": "0.1.5",
      "directory": "nowledge-mem-codex-plugin",

      "legacyDirectory": "nowledge-mem-codex-prompts",
      "transport": "cli+mcp",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "cli-native",
        "runtime": "codex",
        "command": "nmem t save --from codex"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "explicit-save",
        "bestResultRequires": [
          "Install the Codex package and enable plugins in ~/.codex/config.toml",
          "Add the Nowledge Mem MCP server in ~/.codex/config.toml for stronger retrieval and memory writes",
          "Keep nmem available on this machine",
          "Merge the package AGENTS.md into the project for stronger follow-through"
        ]
      },
      "install": {
        "command": "codex plugin marketplace add nowledge-co/community || codex marketplace add nowledge-co/community",
        "updateCommand": "codex plugin marketplace update nowledge-community || codex plugin marketplace upgrade nowledge-community || codex plugin marketplace add nowledge-co/community || codex marketplace add nowledge-co/community",
        "configRequired": "After marketplace add, install nowledge-mem@nowledge-community from Codex /plugins, then set [features] plugins = true, [plugins.\"nowledge-mem@nowledge-community\"] enabled = true, and add [mcp_servers.nowledge-mem] to ~/.codex/config.toml",
        "detectionHint": "Running as Codex CLI agent; ~/.codex/ exists",
        "docsUrl": "/docs/integrations/codex-cli"
      },
      "toolNaming": {
        "convention": "hybrid-cli+mcp",
        "note": "Prefer MCP tools for retrieval and memory writes when the Nowledge Mem server is configured in Codex; plugin skills and direct nmem remain the Working Memory, real thread-save, status, and fallback surfaces."
      },
      "skills": ["working-memory", "search-memory", "save-thread", "distill-memory", "status"],
      "slashCommands": []
    },
    {
      "id": "cursor",
      "name": "Cursor",
      "category": "coding",
      "type": "plugin",
      "version": "0.1.4",
      "directory": "nowledge-mem-cursor-plugin",
      "transport": "mcp",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "none",
        "note": "Cursor lacks a native transcript importer; save-handoff used instead"
      },
      "autonomy": {
        "bootstrap": "automatic",
        "recall": "guided",
        "distill": "guided",
        "threads": "handoff-only",
        "bestResultRequires": [
          "Copy the local Cursor plugin and reload Cursor",
          "Keep nmem available for session-start bootstrap and handoff",
          "If Mem is remote, configure both Cursor MCP and the local nmem client"
        ]
      },
      "install": {
        "command": "Copy nowledge-mem-cursor-plugin into ~/.cursor/plugins/local/nowledge-mem-cursor and reload Cursor",
        "updateCommand": "Replace the copied local plugin folder with the latest community version, then reload Cursor",
        "detectionHint": "Running inside Cursor IDE",
        "docsUrl": "/docs/integrations/cursor"
      },
      "toolNaming": {
        "convention": "mcp-backend",
        "prefix": "memory_",
        "note": "MCP tools defined by backend (memory_search, memory_add, etc.); a session-start hook can preload Working Memory when nmem is available; skills use nmem CLI for save-handoff"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-handoff"],
      "slashCommands": []
    },
    {
      "id": "droid",
      "name": "Droid",
      "category": "coding",
      "type": "plugin",
      "version": "0.1.0",
      "directory": "nowledge-mem-droid-plugin",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "none",
        "note": "Droid lacks a native transcript importer; save-handoff used instead"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "handoff-only",
        "bestResultRequires": [
          "Install the native Droid plugin",
          "Keep nmem available on this machine",
          "Start a fresh Droid session after install"
        ]
      },
      "install": {
        "command": "droid plugin marketplace add https://github.com/nowledge-co/community && droid plugin install nowledge-mem@nowledge-community",
        "updateCommand": "droid plugin marketplace update nowledge-community && droid plugin update nowledge-mem@nowledge-community",
        "detectionHint": "Running inside Droid (Factory)",
        "docsUrl": "/docs/integrations/droid"
      },
      "toolNaming": {
        "convention": "cli-direct",
        "note": "Shell hooks and declarative skills invoke nmem CLI"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-handoff"],
      "slashCommands": ["/nowledge-read-working-memory", "/nowledge-search-memory", "/nowledge-distill-memory", "/nowledge-save-handoff", "/nowledge-status"]
    },
    {
      "id": "openclaw",
      "name": "OpenClaw",
      "category": "coding",
      "type": "plugin",
      "version": "0.8.19",
      "directory": "nowledge-mem-openclaw-plugin",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": true,
        "autoCapture": true,
        "graphExploration": true,
        "status": true,
        "contextEngine": true,
        "corpusSupplement": true
      },
      "threadSave": {
        "method": "plugin-capture",
        "note": "Plugin captures interactive sessions via hooks (agent_end, after_compaction, before_reset) and Context Engine afterTurn; hook capture remains a safety net even when the Context Engine slot is active. Persists threads via Nowledge Mem HTTP API with incremental tail sync. Isolated cron/session keys excluded (OpenClaw isCronSessionKey via plugin-sdk/routing). Memory tools still use nmem CLI."
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the native OpenClaw plugin",
          "Keep nmem available on this machine",
          "Restart OpenClaw after install or config changes"
        ]
      },
      "install": {
        "command": "openclaw plugins install clawhub:@nowledge/openclaw-nowledge-mem",
        "updateCommand": "openclaw plugins update openclaw-nowledge-mem",
        "detectionHint": "Running as OpenClaw agent; ~/.openclaw/ exists",
        "docsUrl": "/docs/integrations/openclaw"
      },
      "toolNaming": {
        "convention": "nowledge_mem_prefix",
        "prefix": "nowledge_mem_",
        "note": "10 tools: memory_search and memory_get use OpenClaw memory-slot convention; others use nowledge_mem_* prefix",
        "tools": ["memory_search", "memory_get", "nowledge_mem_save", "nowledge_mem_context", "nowledge_mem_connections", "nowledge_mem_timeline", "nowledge_mem_forget", "nowledge_mem_thread_search", "nowledge_mem_thread_fetch", "nowledge_mem_status"]
      },
      "skills": ["memory-guide"],
      "slashCommands": ["/remember", "/recall", "/forget"]
    },
    {
      "id": "alma",
      "name": "Alma",
      "category": "coding",
      "type": "plugin",
      "version": "0.7.0",
      "directory": "nowledge-mem-alma-plugin",
      "transport": "http",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": true,
        "autoCapture": true,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "plugin-capture",
        "note": "Plugin captures threads live via idle timer, thread switch, and quit hooks; sends via nmem CLI"
      },
      "autonomy": {
        "bootstrap": "automatic",
        "recall": "automatic",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the Alma marketplace plugin",
          "Keep nmem available on this machine",
          "Leave autoCapture enabled unless you intentionally want manual thread handling"
        ]
      },
      "install": {
        "command": "In Alma: Settings > Plugins > Marketplace, search 'Nowledge Mem', click Install",
        "updateCommand": "In Alma: Settings > Plugins > Marketplace, find Nowledge Mem, click Update",
        "detectionHint": "Running inside Alma; ~/.config/alma/ exists",
        "docsUrl": "/docs/integrations/alma"
      },
      "toolNaming": {
        "convention": "nowledge_mem_prefix",
        "prefix": "nowledge_mem_",
        "tools": ["nowledge_mem_query", "nowledge_mem_search", "nowledge_mem_store", "nowledge_mem_show", "nowledge_mem_update", "nowledge_mem_delete", "nowledge_mem_working_memory", "nowledge_mem_status", "nowledge_mem_thread_search", "nowledge_mem_thread_show", "nowledge_mem_thread_create", "nowledge_mem_thread_delete"]
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "bub",
      "name": "Bub",
      "category": "coding",
      "type": "plugin",
      "version": "0.7.0",
      "directory": "nowledge-mem-bub-plugin",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": true,
        "graphExploration": true,
        "status": true
      },
      "threadSave": {
        "method": "plugin-capture",
        "note": "Plugin captures Bub conversations via save_state hook; sends via nmem CLI"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the Bub plugin",
          "Keep nmem available in the Bub runtime",
          "Use one real ambient lane only if the whole Bub process belongs to it"
        ]
      },
      "install": {
        "command": "python3 -m pip install nowledge-mem-bub",
        "updateCommand": "python3 -m pip install --upgrade nowledge-mem-bub",
        "detectionHint": "Running inside Bub",
        "docsUrl": "/docs/integrations/bub"
      },
      "toolNaming": {
        "convention": "platform-namespace",
        "prefix": "mem.",
        "note": "Bub dot-namespace convention: mem.search, mem.save, etc.",
        "tools": ["mem.search", "mem.save", "mem.context", "mem.connections", "mem.timeline", "mem.forget", "mem.threads", "mem.thread", "mem.status"]
      },
      "skills": ["nowledge-mem"],
      "slashCommands": []
    },
    {
      "id": "pi",
      "name": "Pi",
      "category": "coding",
      "type": "skills",
      "version": "0.7.0",
      "directory": "nowledge-mem-pi-package",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "handoff-only",
        "note": "Pi does not have a native transcript importer; save-thread creates a structured handoff summary"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "handoff-only",
        "bestResultRequires": [
          "Install the Pi package",
          "Keep nmem available on this machine",
          "Treat save-thread in Pi as a handoff summary, not transcript import"
        ]
      },
      "install": {
        "command": "pi install npm:nowledge-mem-pi",
        "updateCommand": "pi update",
        "detectionHint": "Running as Pi agent; ~/.pi/ exists",
        "docsUrl": "/docs/integrations/pi"
      },
      "toolNaming": {
        "convention": "cli-direct",
        "note": "Skills teach agent to invoke nmem CLI directly"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-thread", "status"],
      "slashCommands": []
    },
    {
      "id": "hermes",
      "name": "Hermes Agent",
      "category": "coding",
      "type": "plugin",
      "version": "0.5.9",
      "directory": "nowledge-mem-hermes",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": false,
        "autoRecall": true,
        "autoCapture": true,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "cli-native",
        "note": "The native provider captures cleaned Hermes transcripts at real session boundaries. The first save imports the thread; later saves in the same live session append only the delta through the Mem API."
      },
      "autonomy": {
        "bootstrap": "automatic",
        "recall": "automatic",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the native Hermes provider or configure the MCP fallback",
          "Point the local nmem client at Mem when using remote mode",
          "Use the native provider and let Hermes end or reset the session cleanly so the session-boundary hook can flush the transcript"
        ]
      },
      "install": {
        "command": "bash <(curl -sL https://raw.githubusercontent.com/nowledge-co/community/main/nowledge-mem-hermes/setup.sh)",
        "updateCommand": "bash <(curl -sL https://raw.githubusercontent.com/nowledge-co/community/main/nowledge-mem-hermes/setup.sh)",
        "detectionHint": "Running as Hermes agent; ~/.hermes/ exists",
        "docsUrl": "/docs/integrations/hermes"
      },
      "toolNaming": {
        "convention": "provider-native",
        "note": "Plugin mode: nmem_ prefix (nmem_search, nmem_save, etc.). MCP mode: mcp_nowledge_mem_ prefix.",
        "tools": ["nmem_search", "nmem_save", "nmem_update", "nmem_delete", "nmem_thread_search", "nmem_thread_messages"]
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "opencode",
      "name": "OpenCode",
      "category": "coding",
      "type": "plugin",
      "version": "0.3.1",
      "directory": "nowledge-mem-opencode-plugin",
      "transport": "cli+http",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "sdk-extract",
        "note": "save_thread reads session messages via OpenCode SDK and posts to Nowledge Mem thread API over HTTP; save_handoff available as lighter alternative"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "explicit-save",
        "bestResultRequires": [
          "Install the native OpenCode plugin",
          "Use local mode for real session auto-sync",
          "Keep nmem available for memory operations and handoff flows"
        ]
      },
      "install": {
        "command": "Add \"opencode-nowledge-mem\" to plugin array in opencode.json",
        "detectionHint": "Running as OpenCode agent; ~/.config/opencode/ or .opencode/ exists",
        "docsUrl": "/docs/integrations/opencode"
      },
      "toolNaming": {
        "convention": "canonical",
        "prefix": "nowledge_mem_",
        "note": "Plugin registers tools with nowledge_mem_ prefix via @opencode-ai/plugin",
        "tools": ["nowledge_mem_working_memory", "nowledge_mem_search", "nowledge_mem_save", "nowledge_mem_update", "nowledge_mem_thread_search", "nowledge_mem_save_thread", "nowledge_mem_save_handoff", "nowledge_mem_status"]
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "npx-skills",
      "name": "npx Skills",
      "category": "surface",
      "type": "skills",
      "version": "0.6.0",
      "directory": "nowledge-mem-npx-skills",
      "transport": "cli",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": true
      },
      "threadSave": {
        "method": "handoff-only",
        "note": "Generic skill environments cannot guarantee real transcript import; save-handoff creates a structured summary"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "handoff-only",
        "bestResultRequires": [
          "Install the shared skills package",
          "Keep nmem available on this machine",
          "Use a native integration instead when your host has one"
        ]
      },
      "install": {
        "command": "npx skills add nowledge-co/community/nowledge-mem-npx-skills",
        "detectionHint": "Any agent that supports npx skills",
        "docsUrl": "/docs/integrations#fastest-reusable-setup-for-many-coding-agents"
      },
      "toolNaming": {
        "convention": "cli-direct",
        "note": "Skills teach agents to invoke nmem CLI directly"
      },
      "skills": ["read-working-memory", "search-memory", "distill-memory", "save-handoff", "save-thread", "check-integration", "status"],
      "slashCommands": []
    },
    {
      "id": "raycast",
      "name": "Raycast",
      "category": "surface",
      "type": "extension",
      "version": null,
      "directory": "nowledge-mem-raycast",
      "transport": "http-api",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": false,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "none"
      },
      "autonomy": {
        "bootstrap": "manual",
        "recall": "manual",
        "distill": "manual",
        "threads": "none",
        "bestResultRequires": [
          "Install the Raycast extension",
          "Use one optional fixed lane only if this launcher always belongs to it",
          "Treat Raycast as a quick lookup surface, not an autonomous agent runtime"
        ]
      },
      "install": {
        "command": "Install from Raycast Store: search 'Nowledge Mem'",
        "docsUrl": "/docs/integrations/raycast"
      },
      "toolNaming": {
        "convention": "http-api",
        "note": "UI extension calls Nowledge Mem HTTP API directly (appropriate for launcher extensions)"
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "claude-desktop",
      "name": "Claude Desktop",
      "category": "chat",
      "type": "extension",
      "version": null,
      "directory": null,
      "externalRepo": "https://github.com/nowledge-co/claude-dxt",
      "transport": "mcp",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "none"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "none",
        "bestResultRequires": [
          "Install the Claude Desktop extension",
          "Add the provided system prompt guidance if you want proactive memory use",
          "Do not expect transcript-backed session capture from this path"
        ]
      },
      "install": {
        "command": "Download from nowled.ge/claude-dxt, double-click .mcpb file",
        "docsUrl": "/docs/integrations/claude-desktop"
      },
      "toolNaming": {
        "convention": "mcp-backend",
        "note": "MCP tools defined by backend"
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "browser-extension",
      "name": "Browser Extension",
      "category": "surface",
      "type": "extension",
      "version": null,
      "directory": null,
      "externalPath": "nowledge-mem-exchange/nowledge-mem-exchange-extension",
      "transport": "http-api",
      "capabilities": {
        "workingMemory": false,
        "search": false,
        "distill": true,
        "autoRecall": false,
        "autoCapture": true,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "plugin-capture",
        "note": "Extension captures browser AI conversations via DOM extraction and sends via HTTP API"
      },
      "autonomy": {
        "bootstrap": "manual",
        "recall": "manual",
        "distill": "guided",
        "threads": "automatic-capture",
        "bestResultRequires": [
          "Install the browser extension",
          "Connect it to Mem from the side panel",
          "Use the extension for the current web conversation, not as a generic agent runtime"
        ]
      },
      "install": {
        "command": "Install from Chrome Web Store: search 'Nowledge Memory Exchange'",
        "docsUrl": "/docs/integrations/browser-extension"
      },
      "toolNaming": {
        "convention": "http-api",
        "note": "Extension calls Nowledge Mem HTTP API directly (appropriate for browser extensions)"
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "antigravity-extractor",
      "name": "Antigravity Trajectory Extractor",
      "category": "surface",
      "type": "extractor",
      "version": null,
      "directory": null,
      "externalRepo": "https://github.com/jijiamoer/antigravity-trajectory-extractor",
      "transport": "cli",
      "capabilities": {
        "workingMemory": false,
        "search": false,
        "distill": false,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "manual-export",
        "note": "CLI tool extracts Antigravity conversations via local RPC; outputs Markdown/JSON files for manual import into Nowledge Mem"
      },
      "autonomy": {
        "bootstrap": "manual",
        "recall": "manual",
        "distill": "manual",
        "threads": "import-only",
        "bestResultRequires": [
          "Run the extractor separately",
          "Import the extracted files into Mem",
          "Treat this as a migration path, not a live integration"
        ]
      },
      "install": {
        "command": "git clone https://github.com/jijiamoer/antigravity-trajectory-extractor.git",
        "docsUrl": "https://github.com/jijiamoer/antigravity-trajectory-extractor#readme"
      },
      "toolNaming": {
        "convention": "n/a",
        "note": "Standalone extraction CLI, no agent-facing tools"
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "windsurf-extractor",
      "name": "Windsurf Trajectory Extractor",
      "category": "surface",
      "type": "extractor",
      "version": null,
      "directory": null,
      "externalRepo": "https://github.com/jijiamoer/windsurf-trajectory-extractor",
      "transport": "cli",
      "capabilities": {
        "workingMemory": false,
        "search": false,
        "distill": false,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "manual-export",
        "note": "CLI tool decodes Windsurf Cascade protobuf history; outputs JSONL files for manual import into Nowledge Mem"
      },
      "autonomy": {
        "bootstrap": "manual",
        "recall": "manual",
        "distill": "manual",
        "threads": "import-only",
        "bestResultRequires": [
          "Run the extractor separately",
          "Import the extracted files into Mem",
          "Treat this as a migration path, not a live integration"
        ]
      },
      "install": {
        "command": "git clone https://github.com/jijiamoer/windsurf-trajectory-extractor.git",
        "docsUrl": "https://github.com/jijiamoer/windsurf-trajectory-extractor#readme"
      },
      "toolNaming": {
        "convention": "n/a",
        "note": "Standalone extraction CLI, no agent-facing tools"
      },
      "skills": [],
      "slashCommands": []
    },
    {
      "id": "mcp-direct",
      "name": "MCP",
      "category": "surface",
      "type": "connector",
      "version": null,
      "directory": null,
      "transport": "mcp",
      "capabilities": {
        "workingMemory": true,
        "search": true,
        "distill": true,
        "autoRecall": false,
        "autoCapture": false,
        "graphExploration": false,
        "status": false
      },
      "threadSave": {
        "method": "none",
        "note": "Depends on client capabilities"
      },
      "autonomy": {
        "bootstrap": "guided",
        "recall": "guided",
        "distill": "guided",
        "threads": "none",
        "bestResultRequires": [
          "Add the Nowledge Mem MCP server",
          "Add the provided system prompt or AGENTS.md guidance",
          "Prefer a native integration when one exists for your host"
        ]
      },
      "install": {
        "command": "Point your MCP client at http://127.0.0.1:14242/mcp",
        "docsUrl": "/docs/integrations#model-context-protocol-mcp"
      },
      "toolNaming": {
        "convention": "mcp-backend",
        "note": "MCP tools defined by backend"
      },
      "skills": [],
      "slashCommands": []
    }
  ]
}