[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-mongodb-tines":3,"mdc--ekvoib-key":33,"related-org-mongodb-tines":3259,"related-repo-mongodb-tines":3385},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":22,"repoUrl":23,"updatedAt":24,"license":25,"forks":26,"topics":27,"repo":28,"sourceUrl":31,"mdContent":32},"tines","manage Tines security automation workflows","Use when creating, modifying, or managing Tines stories, actions, workflows, or automations. Also use when the user mentions Tines, asks about building SOAR workflows, or wants to automate security operations. Triggers on keywords like tines, story, action, webhook, workflow automation, SOAR.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"mongodb","MongoDB","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fmongodb.jpg",[12,16,19],{"name":13,"slug":14,"type":15},"Security","security","tag",{"name":17,"slug":18,"type":15},"Automation","automation",{"name":20,"slug":21,"type":15},"Workflow Automation","workflow-automation",1,"https:\u002F\u002Fgithub.com\u002Fmongodb\u002Ftines-claude","2026-07-13T06:15:24.618317",null,0,[],{"repoUrl":23,"stars":22,"forks":26,"topics":29,"description":30},[],"A Claude Skill and MCP server for Tines","https:\u002F\u002Fgithub.com\u002Fmongodb\u002Ftines-claude\u002Ftree\u002FHEAD\u002Fskills\u002Ftines","---\nname: tines\ndescription: Use when creating, modifying, or managing Tines stories, actions, workflows, or automations. Also use when the user mentions Tines, asks about building SOAR workflows, or wants to automate security operations. Triggers on keywords like tines, story, action, webhook, workflow automation, SOAR.\n---\n\n# Tines Workflow Automation\n\nBuild and manage Tines stories (automated workflows) using the Tines MCP server tools.\n\n## Setup Check\n\nThis skill requires the **Tines MCP server** to be connected. Check if the `tines` MCP server is available.\n\n**If NOT connected**, guide the user through setup — see `mcp-reference.md` for the full deployment guide. Quick summary:\n\n1. Edit `TENANT_URL` in `generate_mcp.py` to match their tenant\n2. Run `python3 generate_mcp.py` to create `story_export.json`\n3. Import into Tines:\n   ```bash\n   curl -X POST -H \"Authorization: Bearer $API_KEY\" -H \"Content-Type: application\u002Fjson\" \\\n     \"$TENANT_URL\u002Fapi\u002Fv1\u002Fstories\u002Fimport\" \\\n     -d '{\"new_name\":\"claude-mcp\",\"team_id\":TEAM_ID,\"data\":'$(cat story_export.json)'}'\n   ```\n4. Create a Tines Credential named `tines_api_key` with the API key value, and add the tenant domain to `allowed_hosts`\n5. Add the MCP server to Claude Code:\n   ```bash\n   claude mcp add -t http -s project tines \\\n     -H \"Authorization: Bearer MCP_SECRET\" \\\n     \"TENANT_URL\u002Fmcp\u002FMCP_PATH\"\n   ```\n\n## Core Concepts\n\n- **Story** = A workflow (container for actions)\n- **Action** = A step in the workflow (API type uses `Agents::` prefix)\n- **Link** = Connection between actions (data flows source -> receiver)\n- **Event** = Data payload that flows through actions\n- **Resource** = Shared data store (JSON\u002Ftext\u002Ffile) accessible across stories\n- **Credential** = Stored authentication (API keys, OAuth tokens, etc.)\n- **Value Pills** = `\u003C\u003Caction_slug.field.path>>` syntax for referencing upstream data\n- **Formulas** = Built-in functions like `DATE()`, `IF()`, `SHA256()`, etc.\n\n## MCP Tools Reference\n\n### Story Management\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `list_stories` | List all stories | — | `per_page`, `page`, `team_id` |\n| `get_story` | Get story details | `story_id` | — |\n| `create_story` | Create a story | `name`, `team_id` | `description` |\n| `update_story` | Update story properties | `story_id` | `name`, `description`, `tags_json`, `disabled`, `locked`, `keep_events_for` |\n| `delete_story` | Delete a story | `story_id` | — |\n| `export_story` | Export as full JSON | `story_id` | — |\n| `import_story` | Import from JSON | `new_name`, `team_id`, `data_json` | — |\n\n### Action Management\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `list_actions` | List actions in a story | `story_id` | `per_page` |\n| `get_action` | Get action details | `action_id` | — |\n| `create_action` | Create an action | `story_id`, `type`, `name`, `options_json` | `position_x`, `position_y`, `source_ids_json`, `links_to_sources_json`, `description` |\n| `update_action` | Update an action | `action_id` | `name`, `options_json`, `position_x`, `position_y`, `source_ids_json`, `receiver_ids_json`, `links_to_sources_json`, `links_to_receivers_json` |\n| `delete_action` | Delete an action | `action_id` | — |\n| `list_action_events` | View execution history | `action_id` | `per_page`, `page` |\n| `delete_links` | Remove links between actions | `links_json` | — |\n\n### Resources (Data Stores)\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `list_resources` | List resources | — | `team_id`, `per_page`, `page` |\n| `get_resource` | Get resource details | `resource_id` | — |\n| `create_resource` | Create a resource | `name`, `team_id`, `value_json` | — |\n| `update_resource` | Update resource value | `resource_id`, `value_json` | — |\n| `delete_resource` | Delete a resource | `resource_id` | — |\n\n### Story Notes\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `list_notes` | List storyboard notes | `story_id` | `per_page`, `page` |\n| `get_note` | Get a specific note | `note_id` | — |\n| `create_note` | Create a storyboard note (markdown) | `story_id`, `content` | `position_x`, `position_y` |\n| `update_note` | Update note content or position | `note_id` | `content`, `position_x`, `position_y` |\n| `delete_note` | Delete a note | `note_id` | — |\n\n### Story Events\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `list_story_events` | List events across all actions in a story | `story_id` | `per_page`, `page` |\n| `get_event` | Get a specific event by ID | `event_id` | — |\n\n### Discovery\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `list_teams` | List teams (find team IDs) | — | `per_page`, `page` |\n| `list_credentials` | List credentials (find slugs) | `team_id` | `per_page`, `page` |\n| `list_folders` | List folders | — | `team_id`, `content_type`, `per_page`, `page` |\n\n### Workflow Testing\n\n| Tool | Description | Required Params | Optional Params |\n|------|-------------|-----------------|-----------------|\n| `run_action` | Run an executable action (Event Transform, HTTP Request, etc.) with test data. Does not work on Webhook or Trigger action types. | `action_id` | `payload_json` |\n| `reemit_event` | Re-emit an existing event | `event_id` | — |\n\n## Parameter Conventions\n\n**All MCP tool parameters are strings.** For complex values:\n- `options_json` — Pass action options as a JSON string: `\"{\\\"mode\\\":\\\"message_only\\\",\\\"payload\\\":{\\\"key\\\":\\\"value\\\"}}\"`\n- `source_ids_json` — Pass as JSON array string: `\"[\\\"12345\\\"]\"` (DEFAULT links only)\n- `links_to_sources_json` \u002F `links_to_receivers_json` — Pass as JSON array of objects: `\"[{\\\"source_id\\\":\\\"12345\\\",\\\"type\\\":\\\"NO_MATCH\\\"}]\"` (supports typed links)\n- `tags_json` — Pass as JSON array string: `\"[\\\"tag1\\\",\\\"tag2\\\"]\"`\n- `value_json` — Pass resource values as JSON string\n- `data_json` — Pass full story export as JSON string (for import_story)\n\n**Formula escaping:** When `options_json` values contain Tines formula references (e.g., `\u003C\u003Cwebhook.body.field>>`), escape the angle brackets as JSON unicode: use `\\u003c\\u003c` instead of `\u003C\u003C` and `\\u003e\\u003e` instead of `>>`. This prevents premature formula evaluation during action creation. The Tines API stores these as the correct `\u003C\u003C`\u002F`>>` characters.\n\n## Action Types\n\nWhen using `create_action`, the `type` parameter must be one of:\n\n| Type | API Value | Purpose |\n|------|-----------|---------|\n| Webhook | `Agents::WebhookAgent` | Receive HTTP requests (story entry point) |\n| HTTP Request | `Agents::HTTPRequestAgent` | Make outbound API calls |\n| Event Transform | `Agents::EventTransformationAgent` | Reshape, split, merge, delay, deduplicate data |\n| Condition | `Agents::TriggerAgent` | Route events based on rules |\n| Send to Story | `Agents::SendToStoryAgent` | Call sub-workflows |\n| Send Email | `Agents::EmailAgent` | Send emails |\n| Receive Email | `Agents::IMAPAgent` | Monitor email inboxes |\n| AI Agent | `Agents::LLMAgent` | Invoke LLMs with optional tools |\n| Group | `Agents::GroupAgent` | Organize actions visually |\n\nSee `action-types.md` for detailed `options_json` schemas for each type.\n\n## Linking Actions\n\nWhen creating actions, pass `source_ids_json` to link to upstream actions (creates DEFAULT links):\n```\ncreate_action(story_id=\"123\", type=\"Agents::EventTransformationAgent\",\n              name=\"Process\", options_json=\"{...}\",\n              position_y=\"150\", source_ids_json=\"[\\\"456\\\"]\")\n```\n\n**Typed links** (NO_MATCH, FAILURE) use `links_to_sources_json` or `links_to_receivers_json` instead:\n```\ncreate_action(story_id=\"123\", type=\"Agents::EventTransformationAgent\",\n              name=\"Handle No Match\", options_json=\"{...}\",\n              position_y=\"300\", position_x=\"300\",\n              links_to_sources_json=\"[{\\\"source_id\\\":\\\"\u003Ctrigger_id>\\\",\\\"type\\\":\\\"NO_MATCH\\\"}]\")\n```\n\nLink types: `DEFAULT`, `NO_MATCH` (TriggerAgent only), `FAILURE` (action errored).\n\n`source_ids_json` and `links_to_sources_json` are **mutually exclusive** (same for `receiver_ids_json` \u002F `links_to_receivers_json`).\n\nTo **remove** links, use the `delete_links` tool:\n```\ndelete_links(links_json=\"[{\\\"source_id\\\":\\\"456\\\",\\\"receiver_id\\\":\\\"789\\\"}]\")\n```\n\n## Layout Positioning\n\nUse `position_x` and `position_y` when creating actions:\n- Vertical spacing: ~150px between sequential actions\n- Horizontal spacing: ~300px for parallel branches\n- Start at `(0, 0)` for the first action\n\n## Value Pills & Formulas\n\nReference upstream data: `\u003C\u003Caction_slug.field.nested_field>>`\nArray access: `\u003C\u003Caction_slug.items[0].name>>`\n\n### Formulas\n\nCommon: `IF()`, `DEFAULT()`, `SIZE()`, `JSON_PARSE()`, `TO_JSON()`, `DATE()`, `REGEX_EXTRACT()`, `MAP()`, `WHERE()`, `MERGE()`\n\nSee `formulas.md` for the full formula reference (logic, text, arrays, objects, dates, crypto, numbers).\n\n## Common Mistakes\n\n| Mistake | Fix |\n|---------|-----|\n| Using `\u003C\u003C` \u002F `>>` in `options_json` | Escape as `\\u003c\\u003c` \u002F `\\u003e\\u003e` to prevent premature formula evaluation |\n| Passing numbers\u002Farrays as raw values | All MCP params are strings — wrap in quotes: `\"[\\\"123\\\"]\"` not `[123]` |\n| Using wrong action type string | Must use `Agents::` prefix: `Agents::HTTPRequestAgent` not `HTTPRequestAgent` |\n| Not linking actions via `source_ids_json` | Actions won't receive events without explicit links |\n| Setting `must_match` wrong on TriggerAgent | `1` = OR (any rule), omit = AND (all rules) |\n\n## Building a Story — Process\n\n1. **Find your team**: `list_teams` to get the `team_id`\n2. **Create or find the story**: `create_story` or `list_stories` + `get_story`\n3. **Create actions top-to-bottom**: Use `create_action` for each, linking with `source_ids_json`\n4. **Verify**: `export_story` to check the full structure\n5. **Test**: `run_action` on the first executable action (Event Transform, HTTP Request, etc. — not Webhook or Trigger) with test data shaped like the upstream output, then `list_action_events` on downstream actions to verify events flowed correctly\n6. **Document**: Use `create_note` to add storyboard notes explaining the story's purpose, key design decisions, and what each branch handles. Position notes near the relevant actions on the diagram using `position_x`\u002F`position_y`\n\n## Common Patterns\n\n### Webhook -> Transform -> HTTP Request\n```\n1. create_action(type=\"Agents::WebhookAgent\", options_json=\"{\\\"path\\\":\\\"my-webhook\\\",\\\"verbs\\\":\\\"post\\\"}\")\n2. create_action(type=\"Agents::EventTransformationAgent\", options_json=\"{\\\"mode\\\":\\\"message_only\\\",\\\"payload\\\":{...}}\", source_ids_json=\"[\\\"\u003Cwebhook_id>\\\"]\")\n3. create_action(type=\"Agents::HTTPRequestAgent\", options_json=\"{\\\"url\\\":\\\"...\\\",\\\"method\\\":\\\"post\\\"}\", source_ids_json=\"[\\\"\u003Ctransform_id>\\\"]\")\n```\n\n### Webhook -> Condition -> Branch\n```\n1. create_action(type=\"Agents::TriggerAgent\", name=\"Is Critical?\",\n                 options_json=\"{\\\"rules\\\":[{\\\"type\\\":\\\"field==value\\\",\\\"path\\\":\\\"...\\\",\\\"value\\\":\\\"critical\\\"}]}\",\n                 source_ids_json=\"[\\\"\u003Cwebhook_id>\\\"]\")\n2. create_action(type=\"Agents::EventTransformationAgent\", name=\"On Match\", ...,\n                 source_ids_json=\"[\\\"\u003Ctrigger_id>\\\"]\")\n3. create_action(type=\"Agents::EventTransformationAgent\", name=\"On No Match\", ...,\n                 links_to_sources_json=\"[{\\\"source_id\\\":\\\"\u003Ctrigger_id>\\\",\\\"type\\\":\\\"NO_MATCH\\\"}]\")\n```\n\n### Error Handling\n- Set `emit_failure_event: \"Always\"` on HTTP requests\n- Use FAILURE link type to route errors to notification actions\n- Use `retry_on_status: [\"429\", \"500-599\"]` for transient failures\n\n### Testing a Story\n`run_action` works on executable action types (Event Transform, HTTP Request, Send to Story, etc.) but returns \"Action type cannot be run\" for Webhook and Trigger actions. To test a full pipeline, run the first executable action after the webhook with the expected upstream payload shape:\n```\n1. run_action(action_id=\"\u003Cfirst_executable_action_id>\", payload_json=\"{\\\"body\\\":{\\\"test_key\\\":\\\"test_value\\\"}}\")\n   — use the first Event Transform, HTTP Request, or other executable action (not the Webhook\u002FTrigger)\n   — shape the payload to match what the upstream action would normally emit\n2. list_action_events(action_id=\"\u003Cdownstream_action_id>\") to verify events flowed correctly\n3. If an event failed, fix the action, then reemit_event(event_id=\"\u003Cfailed_event_id>\")\n```\n\n## API Fallback\n\nFor operations not covered by the 31 MCP tools (e.g., managing story drafts, owners, recipients, cases, records, or admin operations), fall back to direct API calls. 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",{"type":39,"tag":74,"props":3015,"children":3017},{"className":3016},[],[3018],{"type":45,"value":660},{"type":39,"tag":104,"props":3020,"children":3021},{},[3022,3027,3028,3033,3034,3039,3041],{"type":39,"tag":66,"props":3023,"children":3024},{},[3025],{"type":45,"value":3026},"Create or find the story",{"type":45,"value":3006},{"type":39,"tag":74,"props":3029,"children":3031},{"className":3030},[],[3032],{"type":45,"value":702},{"type":45,"value":2540},{"type":39,"tag":74,"props":3035,"children":3037},{"className":3036},[],[3038],{"type":45,"value":627},{"type":45,"value":3040}," + ",{"type":39,"tag":74,"props":3042,"children":3044},{"className":3043},[],[3045],{"type":45,"value":672},{"type":39,"tag":104,"props":3047,"children":3048},{},[3049,3054,3056,3061,3063],{"type":39,"tag":66,"props":3050,"children":3051},{},[3052],{"type":45,"value":3053},"Create actions top-to-bottom",{"type":45,"value":3055},": Use ",{"type":39,"tag":74,"props":3057,"children":3059},{"className":3058},[],[3060],{"type":45,"value":1008},{"type":45,"value":3062}," for each, linking with ",{"type":39,"tag":74,"props":3064,"children":3066},{"className":3065},[],[3067],{"type":45,"value":1064},{"type":39,"tag":104,"props":3069,"children":3070},{},[3071,3076,3077,3082],{"type":39,"tag":66,"props":3072,"children":3073},{},[3074],{"type":45,"value":3075},"Verify",{"type":45,"value":3006},{"type":39,"tag":74,"props":3078,"children":3080},{"className":3079},[],[3081],{"type":45,"value":839},{"type":45,"value":3083}," to check the full structure",{"type":39,"tag":104,"props":3085,"children":3086},{},[3087,3092,3093,3098,3100,3105],{"type":39,"tag":66,"props":3088,"children":3089},{},[3090],{"type":45,"value":3091},"Test",{"type":45,"value":3006},{"type":39,"tag":74,"props":3094,"children":3096},{"className":3095},[],[3097],{"type":45,"value":1991},{"type":45,"value":3099}," on the first executable action (Event Transform, HTTP Request, etc. — not Webhook or Trigger) with test data shaped like the upstream output, then ",{"type":39,"tag":74,"props":3101,"children":3103},{"className":3102},[],[3104],{"type":45,"value":1195},{"type":45,"value":3106}," on downstream actions to verify events flowed correctly",{"type":39,"tag":104,"props":3108,"children":3109},{},[3110,3115,3116,3121,3123,3128,3129],{"type":39,"tag":66,"props":3111,"children":3112},{},[3113],{"type":45,"value":3114},"Document",{"type":45,"value":3055},{"type":39,"tag":74,"props":3117,"children":3119},{"className":3118},[],[3120],{"type":45,"value":1578},{"type":45,"value":3122}," to add storyboard notes explaining the story's purpose, key design decisions, and what each branch handles. Position notes near the relevant actions on the diagram using ",{"type":39,"tag":74,"props":3124,"children":3126},{"className":3125},[],[3127],{"type":45,"value":1050},{"type":45,"value":2218},{"type":39,"tag":74,"props":3130,"children":3132},{"className":3131},[],[3133],{"type":45,"value":1057},{"type":39,"tag":54,"props":3135,"children":3137},{"id":3136},"common-patterns",[3138],{"type":45,"value":3139},"Common Patterns",{"type":39,"tag":572,"props":3141,"children":3143},{"id":3142},"webhook-transform-http-request",[3144],{"type":45,"value":3145},"Webhook -> Transform -> HTTP Request",{"type":39,"tag":150,"props":3147,"children":3150},{"className":3148,"code":3149,"language":45},[2517],"1. create_action(type=\"Agents::WebhookAgent\", options_json=\"{\\\"path\\\":\\\"my-webhook\\\",\\\"verbs\\\":\\\"post\\\"}\")\n2. create_action(type=\"Agents::EventTransformationAgent\", options_json=\"{\\\"mode\\\":\\\"message_only\\\",\\\"payload\\\":{...}}\", source_ids_json=\"[\\\"\u003Cwebhook_id>\\\"]\")\n3. create_action(type=\"Agents::HTTPRequestAgent\", options_json=\"{\\\"url\\\":\\\"...\\\",\\\"method\\\":\\\"post\\\"}\", source_ids_json=\"[\\\"\u003Ctransform_id>\\\"]\")\n",[3151],{"type":39,"tag":74,"props":3152,"children":3153},{"__ignoreMap":155},[3154],{"type":45,"value":3149},{"type":39,"tag":572,"props":3156,"children":3158},{"id":3157},"webhook-condition-branch",[3159],{"type":45,"value":3160},"Webhook -> Condition -> Branch",{"type":39,"tag":150,"props":3162,"children":3165},{"className":3163,"code":3164,"language":45},[2517],"1. create_action(type=\"Agents::TriggerAgent\", name=\"Is Critical?\",\n                 options_json=\"{\\\"rules\\\":[{\\\"type\\\":\\\"field==value\\\",\\\"path\\\":\\\"...\\\",\\\"value\\\":\\\"critical\\\"}]}\",\n                 source_ids_json=\"[\\\"\u003Cwebhook_id>\\\"]\")\n2. create_action(type=\"Agents::EventTransformationAgent\", name=\"On Match\", ...,\n                 source_ids_json=\"[\\\"\u003Ctrigger_id>\\\"]\")\n3. create_action(type=\"Agents::EventTransformationAgent\", name=\"On No Match\", ...,\n                 links_to_sources_json=\"[{\\\"source_id\\\":\\\"\u003Ctrigger_id>\\\",\\\"type\\\":\\\"NO_MATCH\\\"}]\")\n",[3166],{"type":39,"tag":74,"props":3167,"children":3168},{"__ignoreMap":155},[3169],{"type":45,"value":3164},{"type":39,"tag":572,"props":3171,"children":3173},{"id":3172},"error-handling",[3174],{"type":45,"value":3175},"Error Handling",{"type":39,"tag":443,"props":3177,"children":3178},{},[3179,3192,3197],{"type":39,"tag":104,"props":3180,"children":3181},{},[3182,3184,3190],{"type":45,"value":3183},"Set ",{"type":39,"tag":74,"props":3185,"children":3187},{"className":3186},[],[3188],{"type":45,"value":3189},"emit_failure_event: \"Always\"",{"type":45,"value":3191}," on HTTP requests",{"type":39,"tag":104,"props":3193,"children":3194},{},[3195],{"type":45,"value":3196},"Use FAILURE link type to route errors to notification actions",{"type":39,"tag":104,"props":3198,"children":3199},{},[3200,3201,3207],{"type":45,"value":2659},{"type":39,"tag":74,"props":3202,"children":3204},{"className":3203},[],[3205],{"type":45,"value":3206},"retry_on_status: [\"429\", \"500-599\"]",{"type":45,"value":3208}," for transient failures",{"type":39,"tag":572,"props":3210,"children":3212},{"id":3211},"testing-a-story",[3213],{"type":45,"value":3214},"Testing a Story",{"type":39,"tag":48,"props":3216,"children":3217},{},[3218,3223],{"type":39,"tag":74,"props":3219,"children":3221},{"className":3220},[],[3222],{"type":45,"value":1991},{"type":45,"value":3224}," works on executable action types (Event Transform, HTTP Request, Send to Story, etc.) but returns \"Action type cannot be run\" for Webhook and Trigger actions. To test a full pipeline, run the first executable action after the webhook with the expected upstream payload shape:",{"type":39,"tag":150,"props":3226,"children":3229},{"className":3227,"code":3228,"language":45},[2517],"1. run_action(action_id=\"\u003Cfirst_executable_action_id>\", payload_json=\"{\\\"body\\\":{\\\"test_key\\\":\\\"test_value\\\"}}\")\n   — use the first Event Transform, HTTP Request, or other executable action (not the Webhook\u002FTrigger)\n   — shape the payload to match what the upstream action would normally emit\n2. list_action_events(action_id=\"\u003Cdownstream_action_id>\") to verify events flowed correctly\n3. If an event failed, fix the action, then reemit_event(event_id=\"\u003Cfailed_event_id>\")\n",[3230],{"type":39,"tag":74,"props":3231,"children":3232},{"__ignoreMap":155},[3233],{"type":45,"value":3228},{"type":39,"tag":54,"props":3235,"children":3237},{"id":3236},"api-fallback",[3238],{"type":45,"value":3239},"API Fallback",{"type":39,"tag":48,"props":3241,"children":3242},{},[3243,3245,3251],{"type":45,"value":3244},"For operations not covered by the 31 MCP tools (e.g., managing story drafts, owners, recipients, cases, records, or admin operations), fall back to direct API calls. See ",{"type":39,"tag":74,"props":3246,"children":3248},{"className":3247},[],[3249],{"type":45,"value":3250},"api-reference.md",{"type":45,"value":3252}," for the full endpoint catalog with authentication and pagination details.",{"type":39,"tag":3254,"props":3255,"children":3256},"style",{},[3257],{"type":45,"value":3258},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":3260,"total":3384},[3261,3280,3292,3306,3318,3331,3344,3361,3378],{"slug":3262,"name":3262,"fn":3263,"description":3264,"org":3265,"tags":3266,"stars":3277,"repoUrl":3278,"updatedAt":3279},"mongodb-atlas-stream-processing","manage MongoDB Atlas Stream Processing workflows","Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source\u002Fsink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3267,3270,3273,3276],{"name":3268,"slug":3269,"type":15},"Data Engineering","data-engineering",{"name":3271,"slug":3272,"type":15},"Data Pipeline","data-pipeline",{"name":3274,"slug":3275,"type":15},"Database","database",{"name":9,"slug":8,"type":15},155,"https:\u002F\u002Fgithub.com\u002Fmongodb\u002Fagent-skills","2026-07-13T06:15:32.953796",{"slug":3281,"name":3281,"fn":3282,"description":3283,"org":3284,"tags":3285,"stars":3277,"repoUrl":3278,"updatedAt":3291},"mongodb-connection","configure MongoDB client connections","Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working\u002Fupdating\u002Freviewing on functions that instantiate or configure a MongoDB client (eg, when calling `connect()`), configuring connection pools, troubleshooting connection errors (ECONNREFUSED, timeouts, pool exhaustion), optimizing performance issues related to connections. This includes scenarios like building serverless functions with MongoDB, creating API endpoints that use MongoDB, optimizing high-traffic MongoDB applications, creating long-running tasks and concurrency, or debugging connection-related failures.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3286,3287,3288],{"name":3274,"slug":3275,"type":15},{"name":9,"slug":8,"type":15},{"name":3289,"slug":3290,"type":15},"Performance","performance","2026-07-13T06:15:26.144554",{"slug":3293,"name":3293,"fn":3294,"description":3295,"org":3296,"tags":3297,"stars":3277,"repoUrl":3278,"updatedAt":3305},"mongodb-mcp-setup","configure MongoDB MCP server","Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to MongoDB\u002FAtlas and don't have the credentials set up.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3298,3301,3304],{"name":3299,"slug":3300,"type":15},"Configuration","configuration",{"name":3302,"slug":3303,"type":15},"MCP","mcp",{"name":9,"slug":8,"type":15},"2026-07-16T06:00:24.26424",{"slug":3307,"name":3307,"fn":3308,"description":3309,"org":3310,"tags":3311,"stars":3277,"repoUrl":3278,"updatedAt":3317},"mongodb-natural-language-querying","generate MongoDB queries from natural language","Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter\u002Fquery\u002Faggregate data in MongoDB, asks \"how do I query...\", needs help with query syntax, or discusses finding\u002Ffiltering\u002Fgrouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector\u002Fsemantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelines that involve write operations. Requires MongoDB MCP server.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3312,3315,3316],{"name":3313,"slug":3314,"type":15},"Data Analysis","data-analysis",{"name":3274,"slug":3275,"type":15},{"name":9,"slug":8,"type":15},"2026-07-16T06:02:02.491655",{"slug":3319,"name":3319,"fn":3320,"description":3321,"org":3322,"tags":3323,"stars":3277,"repoUrl":3278,"updatedAt":3330},"mongodb-query-optimizer","optimize MongoDB queries and indexes","Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: \"How do I optimize this query?\", \"How do I index this?\", \"Why is this query slow?\", \"Can you fix my slow queries?\", \"What are the slow queries on my cluster?\", etc. Do not invoke for general MongoDB query writing unless user asks for performance or index help. Prefer indexing as optimization strategy. Use MongoDB MCP when available.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3324,3325,3328,3329],{"name":3274,"slug":3275,"type":15},{"name":3326,"slug":3327,"type":15},"Debugging","debugging",{"name":9,"slug":8,"type":15},{"name":3289,"slug":3290,"type":15},"2026-07-13T06:15:44.51826",{"slug":3332,"name":3332,"fn":3333,"description":3334,"org":3335,"tags":3336,"stars":3277,"repoUrl":3278,"updatedAt":3343},"mongodb-schema-design","design and optimize MongoDB schemas","MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on \"design schema\", \"embed vs reference\", \"MongoDB data model\", \"schema review\", \"unbounded arrays\", \"one-to-many\", \"tree structure\", \"16MB limit\", \"schema validation\", \"JSON Schema\", \"time series\", \"schema migration\", \"polymorphic\", \"TTL\", \"data lifecycle\", \"archive\", \"index explosion\", \"unnecessary indexes\", \"approximation pattern\", \"document versioning\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3337,3340,3341,3342],{"name":3338,"slug":3339,"type":15},"Data Modeling","data-modeling",{"name":3274,"slug":3275,"type":15},{"name":9,"slug":8,"type":15},{"name":3289,"slug":3290,"type":15},"2026-07-16T06:00:24.782785",{"slug":3345,"name":3345,"fn":3346,"description":3347,"org":3348,"tags":3349,"stars":3277,"repoUrl":3278,"updatedAt":3360},"mongodb-search-and-ai","implement Atlas Search and Vector Search","Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality for text-based queries (autocomplete, fuzzy matching, faceted search), semantic similarity (embeddings, RAG applications), or combined approaches. Also use when users need text containment, substring matching ('contains', 'includes', 'appears in'), case-insensitive or multi-field text search, or filtering across many fields with variable combinations. Provides workflows for selecting the right search type, creating indexes, constructing queries, and optimizing performance using the MongoDB MCP server.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3350,3353,3354,3357],{"name":3351,"slug":3352,"type":15},"LLM","llm",{"name":9,"slug":8,"type":15},{"name":3355,"slug":3356,"type":15},"RAG","rag",{"name":3358,"slug":3359,"type":15},"Search","search","2026-07-16T06:01:58.645908",{"slug":3362,"name":3362,"fn":3363,"description":3364,"org":3365,"tags":3366,"stars":3375,"repoUrl":3376,"updatedAt":3377},"kafka-to-asp","migrate Kafka connectors to Atlas Stream Processing","Converts MongoDB Kafka managed connector configurations (MongoDbAtlasSource \u002F MongoDbAtlasSink) to equivalent Atlas Stream Processing processors. One-time migration workflow: reads connector JSON, validates it, maps fields to ASP pipeline stages, and creates connections and processors via the MongoDB MCP Server. Requires MongoDB MCP Server with Atlas API credentials.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3367,3368,3371,3374],{"name":3271,"slug":3272,"type":15},{"name":3369,"slug":3370,"type":15},"ETL","etl",{"name":3372,"slug":3373,"type":15},"Migration","migration",{"name":9,"slug":8,"type":15},10,"https:\u002F\u002Fgithub.com\u002Fmongodb\u002FASP_example","2026-07-16T06:02:02.15744",{"slug":4,"name":4,"fn":5,"description":6,"org":3379,"tags":3380,"stars":22,"repoUrl":23,"updatedAt":24},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3381,3382,3383],{"name":17,"slug":18,"type":15},{"name":13,"slug":14,"type":15},{"name":20,"slug":21,"type":15},9,{"items":3386,"total":22},[3387],{"slug":4,"name":4,"fn":5,"description":6,"org":3388,"tags":3389,"stars":22,"repoUrl":23,"updatedAt":24},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3390,3391,3392],{"name":17,"slug":18,"type":15},{"name":13,"slug":14,"type":15},{"name":20,"slug":21,"type":15}]