Neotic

Server Details

Connect AI agents to Neotic to create and manage contextual in-app product experiences based on routes, user plans, events, and custom conditions.

The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

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Status: Unhealthy
Uptime: 27.4% over 72 days
OAuth: Works in Glama
Last Tested: 2026-10-30 17:01
Transport: Streamable HTTP
URL

TDQS

C2.4/5.0

Scored 2026-09-21 16:45 across 140 tools

Disambiguation1/5

Every one of the 70 logical tools is exposed twice (cognitive.name and cognitive_name), so agents cannot reliably distinguish which variant to call. Beyond the duplication, significant conceptual overlap exists among orchestration tools (execute_task, solve_and_compare, run_closed_loop_agent) and counterfactual tools (counterfactual_what_if, evaluate_counterfactual_query, plan_with_counterfactuals).

Naming Consistency2/5

The naming scheme mixes two prefix separators for identical tools (dot 'cognitive.' vs underscore 'cognitive_'), making the pattern unpredictable. Individual verbs are mostly descriptive verb_noun forms, but the systematic separator split and a few bare verbs like 'cognitive.infer' break consistency.

Tool Count1/5

140 tools is an extreme count for any MCP server, and even collapsing duplicates leaves 70 tools spanning math, ethics, language, simulation, and strategy management. This is far beyond a well-scoped surface and would overwhelm any agent's tool selection.

Completeness4/5

The cognitive-engine domain is broadly covered: strategy lifecycle (propose, verify, get), experience episodes (start, record, submit), evidence graphs, planning, simulation, math, language grounding, and ethics. Minor gaps exist, such as no explicit strategy-listing or retirement tool, but core workflows have no obvious dead ends.

Tool Schema Changelog

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

4 tool updatesSep 21, 2026
- Addedcognitive_crucible_stress_test
- Addedcognitive_refine_lattice_from_feedback
- Addedcognitive.crucible_stress_test
- Addedcognitive.refine_lattice_from_feedback
12 tool updatesSep 21, 2026
- Addedcognitive_compile_invariant_lattice
- Addedcognitive_compute_lattice_signature
- Addedcognitive_induce_morphic_transfer
- Addedcognitive_project_to_manifold
- Addedcognitive_synthesize_singular_path
- Addedcognitive_verify_lattice_transition
- Addedcognitive.compile_invariant_lattice
- Addedcognitive.compute_lattice_signature
- Addedcognitive.induce_morphic_transfer
- Addedcognitive.project_to_manifold
- Addedcognitive.synthesize_singular_path
- Addedcognitive.verify_lattice_transition

2 tool updatesSep 20, 2026

Changedcognitive_solve_word_problem6 fields changed

removedInput schema / properties / quantities / additionalProperties

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "integer"
-    }
-  ]
-}

addedInput schema / properties / quantities / anyOf

Added value: +[
+  {
+    "additionalProperties": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "integer"
+        }
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

addedInput schema / properties / quantities / default
```
Added value: +null
```
removedInput schema / properties / quantities / type
```
Removed value: -"object"
```
addedInput schema / properties / question / default
```
Added value: +""
```

removedInput schema / required

Removed value: -[
-  "question",
-  "quantities"
-]

Changedcognitive.solve_word_problem6 fields changed

removedInput schema / properties / quantities / additionalProperties

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "integer"
-    }
-  ]
-}

addedInput schema / properties / quantities / anyOf

Added value: +[
+  {
+    "additionalProperties": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "integer"
+        }
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

addedInput schema / properties / quantities / default
```
Added value: +null
```
removedInput schema / properties / quantities / type
```
Removed value: -"object"
```
addedInput schema / properties / question / default
```
Added value: +""
```

removedInput schema / required

Removed value: -[
-  "question",
-  "quantities"
-]

20 tool updatesSep 20, 2026
- Addedcognitive_audit_evidence_graph
- Addedcognitive_build_evidence_graph
- Addedcognitive_evaluate_claim_evidence
- Addedcognitive_evaluate_counterfactual_query
- Changedcognitive_execute_task5 fields changed
  - removedInput schema / properties / task / additionalProperties
```
Removed value: -true
```
  - addedInput schema / properties / task / anyOf
```
Added value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / task / default
```
Added value: +null
```
  - removedInput schema / properties / task / type
```
Removed value: -"object"
```
  - removedInput schema / required
```
Removed value: -[
-  "task"
-]
```
- Addedcognitive_get_final_evidence_result
- Changedcognitive_identify_task5 fields changed
  - removedInput schema / properties / task_structure / additionalProperties
```
Removed value: -true
```
  - addedInput schema / properties / task_structure / anyOf
```
Added value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / task_structure / default
```
Added value: +null
```
  - removedInput schema / properties / task_structure / type
```
Removed value: -"object"
```
  - removedInput schema / required
```
Removed value: -[
-  "task_structure"
-]
```
- Changedcognitive_parse_task5 fields changed
  - addedInput schema / properties / description
```
Added value: +{
+  "default": "",
+  "title": "Description",
+  "type": "string"
+}
```
  - addedInput schema / properties / prompt
```
Added value: +{
+  "default": "",
+  "title": "Prompt",
+  "type": "string"
+}
```
  - addedInput schema / properties / task_text
```
Added value: +{
+  "default": "",
+  "title": "Task Text",
+  "type": "string"
+}
```
  - addedInput schema / properties / text / default
```
Added value: +""
```
  - removedInput schema / required
```
Removed value: -[
-  "text"
-]
```
- Addedcognitive_plan_with_counterfactuals
- Changedcognitive_solve_and_compare5 fields changed
  - removedInput schema / properties / task / additionalProperties
```
Removed value: -true
```
  - addedInput schema / properties / task / anyOf
```
Added value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / task / default
```
Added value: +null
```
  - removedInput schema / properties / task / type
```
Removed value: -"object"
```
  - removedInput schema / required
```
Removed value: -[
-  "task"
-]
```
- Addedcognitive.audit_evidence_graph
- Addedcognitive.build_evidence_graph
- Addedcognitive.evaluate_claim_evidence
- Addedcognitive.evaluate_counterfactual_query
- Changedcognitive.execute_task5 fields changed
  - removedInput schema / properties / task / additionalProperties
```
Removed value: -true
```
  - addedInput schema / properties / task / anyOf
```
Added value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / task / default
```
Added value: +null
```
  - removedInput schema / properties / task / type
```
Removed value: -"object"
```
  - removedInput schema / required
```
Removed value: -[
-  "task"
-]
```
- Addedcognitive.get_final_evidence_result
- Changedcognitive.identify_task5 fields changed
  - removedInput schema / properties / task_structure / additionalProperties
```
Removed value: -true
```
  - addedInput schema / properties / task_structure / anyOf
```
Added value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / task_structure / default
```
Added value: +null
```
  - removedInput schema / properties / task_structure / type
```
Removed value: -"object"
```
  - removedInput schema / required
```
Removed value: -[
-  "task_structure"
-]
```
- Changedcognitive.parse_task5 fields changed
  - addedInput schema / properties / description
```
Added value: +{
+  "default": "",
+  "title": "Description",
+  "type": "string"
+}
```
  - addedInput schema / properties / prompt
```
Added value: +{
+  "default": "",
+  "title": "Prompt",
+  "type": "string"
+}
```
  - addedInput schema / properties / task_text
```
Added value: +{
+  "default": "",
+  "title": "Task Text",
+  "type": "string"
+}
```
  - addedInput schema / properties / text / default
```
Added value: +""
```
  - removedInput schema / required
```
Removed value: -[
-  "text"
-]
```
- Addedcognitive.plan_with_counterfactuals
- Changedcognitive.solve_and_compare5 fields changed
  - removedInput schema / properties / task / additionalProperties
```
Removed value: -true
```
  - addedInput schema / properties / task / anyOf
```
Added value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / task / default
```
Added value: +null
```
  - removedInput schema / properties / task / type
```
Removed value: -"object"
```
  - removedInput schema / required
```
Removed value: -[
-  "task"
-]
```
22 tool updatesSep 20, 2026
- Addedcognitive_compute_number_theory
- Addedcognitive_create_simulated_environment
- Addedcognitive_evaluate_generalization_benchmarks
- Addedcognitive_matrix_algebra
- Addedcognitive_run_closed_loop_agent
- Addedcognitive_run_multi_agent_simulation
- Addedcognitive_solve_arithmetic
- Addedcognitive_solve_equation_system
- Addedcognitive_solve_word_problem
- Addedcognitive_step_simulated_environment
- Addedcognitive_verify_arithmetic_claim
- Addedcognitive.compute_number_theory
- Addedcognitive.create_simulated_environment
- Addedcognitive.evaluate_generalization_benchmarks
- Addedcognitive.matrix_algebra
- Addedcognitive.run_closed_loop_agent
- Addedcognitive.run_multi_agent_simulation
- Addedcognitive.solve_arithmetic
- Addedcognitive.solve_equation_system
- Addedcognitive.solve_word_problem
- Addedcognitive.step_simulated_environment
- Addedcognitive.verify_arithmetic_claim
24 tool updatesSep 20, 2026
- Addedcognitive_analyze_communication
- Addedcognitive_arbitrate_temporal_objectives
- Addedcognitive_compute_intrinsic_rewards
- Addedcognitive_evaluate_cooperation
- Addedcognitive_generate_and_prioritize_goals
- Addedcognitive_ground_language
- Addedcognitive_infer_human_values
- Addedcognitive_inspect_lexicon
- Addedcognitive_learn_language_interaction
- Addedcognitive_resolve_intent
- Addedcognitive_theory_of_mind
- Addedcognitive_verify_ethics_and_norms
- Addedcognitive.analyze_communication
- Addedcognitive.arbitrate_temporal_objectives
- Addedcognitive.compute_intrinsic_rewards
- Addedcognitive.evaluate_cooperation
- Addedcognitive.generate_and_prioritize_goals
- Addedcognitive.ground_language
- Addedcognitive.infer_human_values
- Addedcognitive.inspect_lexicon
- Addedcognitive.learn_language_interaction
- Addedcognitive.resolve_intent
- Addedcognitive.theory_of_mind
- Addedcognitive.verify_ethics_and_norms
18 tool updatesSep 20, 2026
- Addedcognitive_allocate_compute
- Addedcognitive_assess_competence
- Addedcognitive_counterfactual_what_if
- Addedcognitive_inspect_self_model
- Addedcognitive_learn_world_model
- Addedcognitive_monitor_reasoning
- Addedcognitive_predict_world_state
- Addedcognitive_safe_self_improve
- Addedcognitive_simulate_actions
- Addedcognitive.allocate_compute
- Addedcognitive.assess_competence
- Addedcognitive.counterfactual_what_if
- Addedcognitive.inspect_self_model
- Addedcognitive.learn_world_model
- Addedcognitive.monitor_reasoning
- Addedcognitive.predict_world_state
- Addedcognitive.safe_self_improve
- Addedcognitive.simulate_actions
18 tool updatesSep 20, 2026
- Addedcognitive_analogical_transfer
- Addedcognitive_causal_analysis
- Addedcognitive_compose_strategies
- Addedcognitive_few_shot_induce
- Addedcognitive_hierarchical_plan
- Addedcognitive_infer
- Addedcognitive_learn_from_mistake
- Addedcognitive_synthesize_program
- Addedcognitive_tree_search
- Addedcognitive.analogical_transfer
- Addedcognitive.causal_analysis
- Addedcognitive.compose_strategies
- Addedcognitive.few_shot_induce
- Addedcognitive.hierarchical_plan
- Addedcognitive.infer
- Addedcognitive.learn_from_mistake
- Addedcognitive.synthesize_program
- Addedcognitive.tree_search

4 tool updatesSep 19, 2026

Addedcognitive_parse_task

Changedcognitive_start_experience2 fields changed

addedInput schema / properties / parent_experience_id

Added value: +{
+  "default": "",
+  "title": "Parent Experience Id",
+  "type": "string"
+}

addedInput schema / properties / subgoal

Added value: +{
+  "default": "",
+  "title": "Subgoal",
+  "type": "string"
+}

Addedcognitive.parse_task

Changedcognitive.start_experience2 fields changed

addedInput schema / properties / parent_experience_id

Added value: +{
+  "default": "",
+  "title": "Parent Experience Id",
+  "type": "string"
+}

addedInput schema / properties / subgoal

Added value: +{
+  "default": "",
+  "title": "Subgoal",
+  "type": "string"
+}

6 tool updatesSep 19, 2026
- Addedcognitive_execute_task
- Addedcognitive_get_strategy_report
- Addedcognitive_list_experiments
- Addedcognitive.execute_task
- Addedcognitive.get_strategy_report
- Addedcognitive.list_experiments
12 tool updatesSep 19, 2026
- Addedcognitive_get_experiment
- Addedcognitive_get_guidance
- Addedcognitive_get_strategy
- Addedcognitive_identify_task
- Addedcognitive_propose_strategy
- Addedcognitive_record_experience
- Addedcognitive_report_transfer
- Addedcognitive_solve_and_compare
- Addedcognitive_start_experience
- Addedcognitive_submit_outcome
- Addedcognitive_verify_strategy
- Changedcognitive.verify_strategy2 fields changed
  - addedInput schema / properties / task_structure_id
```
Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Task Structure Id"
+}
```
  - addedInput schema / properties / trust_trace_objective
```
Added value: +{
+  "default": false,
+  "title": "Trust Trace Objective",
+  "type": "boolean"
+}
```
1 tool updateSep 19, 2026
- Addedcognitive.solve_and_compare
10 tool updatesSep 19, 2026
- First observedcognitive.get_experiment
- First observedcognitive.get_guidance
- First observedcognitive.get_strategy
- First observedcognitive.identify_task
- First observedcognitive.propose_strategy
- First observedcognitive.record_experience
- First observedcognitive.report_transfer
- First observedcognitive.start_experience
- First observedcognitive.submit_outcome
- First observedcognitive.verify_strategy

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