TalentLyft Ops Control Plane

by app.vercel.ats-ops-control-plane-gateway

Server Details

Ask TalentLyft the recruiting-ops questions dashboards miss by connecting candidates, applications, activities, jobs, stages, requisitions, status logs, members, departments, pipelines, job-board posts, forms, events, and rejection reasons. Find stale applications by stage and owner, follow-up gaps from activity history, requisition stalls, source-quality movement, job-board visibility issues, disposition drift, and bottleneck owners. No dashboard build. No SQL.

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Status: Unhealthy
Last Tested: 2026-09-17 13:48
Transport: Streamable HTTP
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TDQS

C2.9/5.0

Scored 2026-08-01 15:55 across 37 tools

Disambiguation4/5

Most tools target a distinct entity with clear get/list/create/update/delete verbs, and descriptions clarify related entities like job_requisition vs job_board_post. The generic api_request is a fallback that could overlap, but it's explicitly for undocumented endpoints, so ambiguity is low.

Naming Consistency4/5

The vast majority follow a consistent verb_noun pattern (get_candidate, list_jobs, create_webhook_subscription). Two deviations exist: api_request and move_candidate_application_to_stage, which use different structures. Overall the naming is predictable and easy to navigate.

Tool Count2/5

At 37 tools, this exceeds the 25+ threshold that is considered too many. Many tools are simple get/list pairs for individual entities, inflating the count. The scope is broad, but the set would benefit from consolidation or relying more on the generic api_request.

Completeness4/5

The tool surface covers a wide range of ATS entities including candidates, jobs, applications, pipelines, stages, members, events, forms, webhooks, and requisitions. Core create/update operations exist for candidates, jobs, and webhooks, and move_candidate_application_to_stage covers a key workflow. The generic api_request fills any remaining gaps, so no obvious dead ends.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

3 tool updatesJun 11, 2026
- Removedcreate_job_requisition
- Removedlist_candidate_applications
- Removedupdate_candidate_application

39 tool updatesJun 7, 2026

Changedapi_request1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run a live (non-GET) change. Ignored for GET and when dry_run=true.",
+  "type": "boolean"
+}

Changedcreate_candidate1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Changedcreate_job1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Changedcreate_job_requisition1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Addedcreate_webhook_subscription
Addeddelete_webhook_subscription

Changedget_candidate3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_candidate_application3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_department3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_event3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_form3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_job3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_job_board_post3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_job_requisition3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_member3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_pipeline3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedget_rejection_reason3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Addedget_webhook_subscription

Changedlist_candidate_activities3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_candidate_applications3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_candidates4 fields changed

addedInput schema / properties / created_after

Added value: +{
+  "description": "Only include records created at or after this ISO 8601 timestamp.",
+  "minLength": 4,
+  "type": "string"
+}

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_departments3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_events3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_forms3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_job_board_posts3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_job_requisition_status_logs3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_job_requisitions3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_job_stages3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_job_status_changes3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_jobs3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_members3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_pipelines3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Changedlist_rejection_reasons3 fields changed

changedInput schema / properties / detail_profile / default
```
Previous value: -"full"New value: +"operational"
```

changedInput schema / properties / detail_profile / description

Previous value: -"full returns raw API payload; operational returns a compact recruiting-ops projection."New value: +"operational (default) returns a compact recruiting-ops projection with names, prose, and other personal fields omitted; pass full to include the raw API payload with those fields."

removedInput schema / properties / reason

Removed value: -{
-  "description": "Required when detail_profile=full.",
-  "maxLength": 500,
-  "minLength": 12,
-  "type": "string"
-}

Addedlist_webhook_subscriptions

Changedmove_candidate_application_to_stage1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Changedupdate_candidate1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Changedupdate_candidate_application1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Changedupdate_job1 field changed

addedInput schema / properties / confirm

Added value: +{
+  "default": false,
+  "description": "Set true to run this live change. Ignored when dry_run=true.",
+  "type": "boolean"
+}

Addedupdate_webhook_subscription

35 tool updatesJun 5, 2026
- First observedapi_request
- First observedcreate_candidate
- First observedcreate_job
- First observedcreate_job_requisition
- First observedget_candidate
- First observedget_candidate_application
- First observedget_control_plane_capabilities
- First observedget_department
- First observedget_event
- First observedget_form
- First observedget_job
- First observedget_job_board_post
- First observedget_job_requisition
- First observedget_member
- First observedget_pipeline
- First observedget_rejection_reason
- First observedlist_candidate_activities
- First observedlist_candidate_applications
- First observedlist_candidates
- First observedlist_departments
- First observedlist_events
- First observedlist_forms
- First observedlist_job_board_posts
- First observedlist_job_requisition_status_logs
- First observedlist_job_requisitions
- First observedlist_job_stages
- First observedlist_job_status_changes
- First observedlist_jobs
- First observedlist_members
- First observedlist_pipelines
- First observedlist_rejection_reasons
- First observedmove_candidate_application_to_stage
- First observedupdate_candidate
- First observedupdate_candidate_application
- First observedupdate_job

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