paper-fetch-mcp

Overview Schema Source Related Servers Score Discussions Admin

provider_status

Read-only

Check which academic providers are configured and locally ready without opening external pages. Filter by provider or group to see static status and dependency readiness.

Instructions

Inspect filtered static provider configuration and local dependency readiness. This never opens Camoufox or publisher pages; use browser_preflight for live health.

Input Schema

TableJSON Schema

Name	Required	Default
`group`	No
`detail`	No	full
`provider`	No

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

Changed1 schema field changedv6.0.1Aug 29, 2026

changedOutput schema / (root)

Previous value: -{
-  "$defs": {
-    "ConfigurationSourceLayerOutput": {
-      "properties": {
-        "present": {
-          "type": "boolean"
-        },
-        "source": {
-          "type": "string"
-        }
-      },
-      "type": "object"
-    },
-    "ConfigurationSourceValueOutput": {
-      "properties": {
-        "name": {
-          "type": "string"
-        },
-        "present": {
-          "type": "boolean"
-        },
-        "sensitive": {
-          "type": "boolean"
-        },
-        "source": {
-          "type": "string"
-        },
-        "uses_default": {
-          "type": "boolean"
-        }
-      },
-      "type": "object"
-    },
-    "ConfigurationSourcesOutput": {
-      "properties": {
-        "layers": {
-          "items": {
-            "$ref": "#/$defs/ConfigurationSourceLayerOutput"
-          },
-          "type": "array"
-        },
-        "precedence": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "values": {
-          "items": {
-            "$ref": "#/$defs/ConfigurationSourceValueOutput"
-          },
-          "type": "array"
-        }
-      },
-      "type": "object"
-    },
-    "ProviderStatusCheckOutput": {
-      "properties": {
-        "details": {
-          "additionalProperties": true,
-          "type": "object"
-        },
-        "message": {
-          "type": "string"
-        },
-        "missing_env": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "name": {
-          "type": "string"
-        },
-        "status": {
-          "type": "string"
-        }
-      },
-      "type": "object"
-    },
-    "ProviderStatusItemOutput": {
-      "properties": {
-        "available": {
-          "type": "boolean"
-        },
-        "checks": {
-          "items": {
-            "$ref": "#/$defs/ProviderStatusCheckOutput"
-          },
-          "type": "array"
-        },
-        "diagnostic_scope": {
-          "type": "string"
-        },
-        "live_checked": {
-          "type": "boolean"
-        },
-        "missing_env": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "notes": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "official_provider": {
-          "type": "boolean"
-        },
-        "provider": {
-          "type": "string"
-        },
-        "reason": {
-          "type": "string"
-        },
-        "reason_code": {
-          "type": "string"
-        },
-        "status": {
-          "type": "string"
-        },
-        "suggested_action": {
-          "type": "string"
-        }
-      },
-      "type": "object"
-    },
-    "ResolvedCandidateOutput": {
-      "properties": {
-        "author_score": {
-          "type": "number"
-        },
-        "authors": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "doi": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "journal_title": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "landing_page_url": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "provider_hint": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "published": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "score": {
-          "type": "number"
-        },
-        "title": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "title_score": {
-          "type": "number"
-        },
-        "year_score": {
-          "type": "number"
-        }
-      },
-      "type": "object"
-    },
-    "TraceEventOutput": {
-      "properties": {
-        "attempt": {
-          "anyOf": [
-            {
-              "type": "integer"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "attempt_id": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "code": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "component": {
-          "type": "string"
-        },
-        "duration_ms": {
-          "anyOf": [
-            {
-              "type": "number"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "error_category": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "finished_at": {
-          "anyOf": [
-            {
-              "type": "number"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "http_status": {
-          "anyOf": [
-            {
-              "type": "integer"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "message": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "outcome": {
-          "type": "string"
-        },
-        "parent_span_id": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "provider": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "retry_after_seconds": {
-          "anyOf": [
-            {
-              "type": "integer"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "retryable": {
-          "anyOf": [
-            {
-              "type": "boolean"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "route": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "span_id": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "stage": {
-          "type": "string"
-        },
-        "started_at": {
-          "anyOf": [
-            {
-              "type": "number"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "target": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "target_sha256": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        }
-      },
-      "type": "object"
-    }
-  },
-  "properties": {
-    "candidates": {
-      "anyOf": [
-        {
-          "items": {
-            "$ref": "#/$defs/ResolvedCandidateOutput"
-          },
-          "type": "array"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "code": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "configuration": {
-      "$ref": "#/$defs/ConfigurationSourcesOutput"
-    },
-    "detail": {
-      "type": "string"
-    },
-    "details": {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    "diagnostic_scope": {
-      "type": "string"
-    },
-    "error_category": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "group_filter": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "http_status": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "live_network_checked": {
-      "type": "boolean"
-    },
-    "local_capabilities": {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    "missing_env": {
-      "anyOf": [
-        {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "provider": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "provider_filter": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "providers": {
-      "items": {
-        "$ref": "#/$defs/ProviderStatusItemOutput"
-      },
-      "type": "array"
-    },
-    "reason": {
-      "type": "string"
-    },
-    "remote_publisher_health": {
-      "type": "string"
-    },
-    "retry_after_seconds": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "retryable": {
-      "anyOf": [
-        {
-          "type": "boolean"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "route": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "schema_version": {
-      "type": "integer"
-    },
-    "source_trail": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "stage": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "status": {
-      "type": "string"
-    },
-    "trace": {
-      "items": {
-        "$ref": "#/$defs/TraceEventOutput"
-      },
-      "type": "array"
-    },
-    "warnings": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    }
-  },
-  "type": "object"
-}New value: +null

Changed1 schema field changedv5.2.0Aug 7, 2026

changedInput schema / properties / provider / anyOf

Previous value: -[
-  {
-    "enum": [
-      "crossref",
-      "elsevier",
-      "springer",
-      "wiley",
-      "science",
-      "pnas",
-      "ieee",
-      "arxiv",
-      "copernicus",
-      "ams",
-      "mdpi",
-      "royalsocietypublishing",
-      "annualreviews",
-      "plos",
-      "oxfordacademic",
-      "acs",
-      "iop",
-      "aip",
-      "frontiers"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "enum": [
+      "crossref",
+      "elsevier",
+      "springer",
+      "wiley",
+      "science",
+      "pnas",
+      "ieee",
+      "arxiv",
+      "copernicus",
+      "ams",
+      "mdpi",
+      "royalsocietypublishing",
+      "annualreviews",
+      "plos",
+      "oxfordacademic",
+      "acs",
+      "iop",
+      "aip",
+      "frontiers",
+      "tandf"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

Changed92 schema fields changedv4.1.0Jul 30, 2026
- removedOutput schema / $defs / ConfigurationSourceLayerOutput / properties / present / title
```
Removed value: -"Present"
```
- removedOutput schema / $defs / ConfigurationSourceLayerOutput / properties / source / title
```
Removed value: -"Source"
```
- removedOutput schema / $defs / ConfigurationSourceLayerOutput / title
```
Removed value: -"ConfigurationSourceLayerOutput"
```
- removedOutput schema / $defs / ConfigurationSourceValueOutput / properties / name / title
```
Removed value: -"Name"
```
- removedOutput schema / $defs / ConfigurationSourceValueOutput / properties / present / title
```
Removed value: -"Present"
```
- removedOutput schema / $defs / ConfigurationSourceValueOutput / properties / sensitive / title
```
Removed value: -"Sensitive"
```
- removedOutput schema / $defs / ConfigurationSourceValueOutput / properties / source / title
```
Removed value: -"Source"
```
- removedOutput schema / $defs / ConfigurationSourceValueOutput / properties / uses_default / title
```
Removed value: -"Uses Default"
```
- removedOutput schema / $defs / ConfigurationSourceValueOutput / title
```
Removed value: -"ConfigurationSourceValueOutput"
```
- removedOutput schema / $defs / ConfigurationSourcesOutput / properties / layers / title
```
Removed value: -"Layers"
```
- removedOutput schema / $defs / ConfigurationSourcesOutput / properties / precedence / title
```
Removed value: -"Precedence"
```
- removedOutput schema / $defs / ConfigurationSourcesOutput / properties / values / title
```
Removed value: -"Values"
```
- removedOutput schema / $defs / ConfigurationSourcesOutput / title
```
Removed value: -"ConfigurationSourcesOutput"
```
- removedOutput schema / $defs / ProviderStatusCheckOutput / properties / details / title
```
Removed value: -"Details"
```
- removedOutput schema / $defs / ProviderStatusCheckOutput / properties / message / title
```
Removed value: -"Message"
```
- removedOutput schema / $defs / ProviderStatusCheckOutput / properties / missing_env / title
```
Removed value: -"Missing Env"
```
- removedOutput schema / $defs / ProviderStatusCheckOutput / properties / name / title
```
Removed value: -"Name"
```
- removedOutput schema / $defs / ProviderStatusCheckOutput / properties / status / title
```
Removed value: -"Status"
```
- removedOutput schema / $defs / ProviderStatusCheckOutput / title
```
Removed value: -"ProviderStatusCheckOutput"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / available / title
```
Removed value: -"Available"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / checks / title
```
Removed value: -"Checks"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / diagnostic_scope / title
```
Removed value: -"Diagnostic Scope"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / live_checked / title
```
Removed value: -"Live Checked"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / missing_env / title
```
Removed value: -"Missing Env"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / notes / title
```
Removed value: -"Notes"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / official_provider / title
```
Removed value: -"Official Provider"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / provider / title
```
Removed value: -"Provider"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / reason / title
```
Removed value: -"Reason"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / reason_code / title
```
Removed value: -"Reason Code"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / status / title
```
Removed value: -"Status"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / properties / suggested_action / title
```
Removed value: -"Suggested Action"
```
- removedOutput schema / $defs / ProviderStatusItemOutput / title
```
Removed value: -"ProviderStatusItemOutput"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / author_score / title
```
Removed value: -"Author Score"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / authors / title
```
Removed value: -"Authors"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / doi / title
```
Removed value: -"Doi"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / journal_title / title
```
Removed value: -"Journal Title"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / landing_page_url / title
```
Removed value: -"Landing Page Url"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / provider_hint / title
```
Removed value: -"Provider Hint"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / published / title
```
Removed value: -"Published"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / score / title
```
Removed value: -"Score"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / title / title
```
Removed value: -"Title"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / title_score / title
```
Removed value: -"Title Score"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / properties / year_score / title
```
Removed value: -"Year Score"
```
- removedOutput schema / $defs / ResolvedCandidateOutput / title
```
Removed value: -"ResolvedCandidateOutput"
```
- addedOutput schema / $defs / TraceEventOutput
```
Added value: +{
+  "properties": {
+    "attempt": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "attempt_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "code": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "component": {
+      "type": "string"
+    },
+    "duration_ms": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "error_category": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "finished_at": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "http_status": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "message": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "outcome": {
+      "type": "string"
+    },
+    "parent_span_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "provider": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "retry_after_seconds": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "retryable": {
+      "anyOf": [
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "route": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "span_id": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "stage": {
+      "type": "string"
+    },
+    "started_at": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "target": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "target_sha256": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "type": "object"
+}
```
- removedOutput schema / properties / candidates / default
```
Removed value: -null
```
- removedOutput schema / properties / candidates / title
```
Removed value: -"Candidates"
```
- removedOutput schema / properties / code / default
```
Removed value: -null
```
- removedOutput schema / properties / code / title
```
Removed value: -"Code"
```
- removedOutput schema / properties / configuration / default
```
Removed value: -null
```
- removedOutput schema / properties / detail / default
```
Removed value: -null
```
- removedOutput schema / properties / detail / title
```
Removed value: -"Detail"
```
- addedOutput schema / properties / details
```
Added value: +{
+  "additionalProperties": true,
+  "type": "object"
+}
```
- removedOutput schema / properties / diagnostic_scope / default
```
Removed value: -null
```
- removedOutput schema / properties / diagnostic_scope / title
```
Removed value: -"Diagnostic Scope"
```
- removedOutput schema / properties / error_category / default
```
Removed value: -null
```
- removedOutput schema / properties / error_category / title
```
Removed value: -"Error Category"
```
- removedOutput schema / properties / group_filter / default
```
Removed value: -null
```
- removedOutput schema / properties / group_filter / title
```
Removed value: -"Group Filter"
```
- removedOutput schema / properties / http_status / default
```
Removed value: -null
```
- removedOutput schema / properties / http_status / title
```
Removed value: -"Http Status"
```
- removedOutput schema / properties / live_network_checked / default
```
Removed value: -null
```
- removedOutput schema / properties / live_network_checked / title
```
Removed value: -"Live Network Checked"
```
- removedOutput schema / properties / local_capabilities / default
```
Removed value: -null
```
- removedOutput schema / properties / local_capabilities / title
```
Removed value: -"Local Capabilities"
```
- removedOutput schema / properties / missing_env / default
```
Removed value: -null
```
- removedOutput schema / properties / missing_env / title
```
Removed value: -"Missing Env"
```
- removedOutput schema / properties / provider / default
```
Removed value: -null
```
- removedOutput schema / properties / provider / title
```
Removed value: -"Provider"
```
- removedOutput schema / properties / provider_filter / default
```
Removed value: -null
```
- removedOutput schema / properties / provider_filter / title
```
Removed value: -"Provider Filter"
```
- removedOutput schema / properties / providers / default
```
Removed value: -null
```
- removedOutput schema / properties / providers / title
```
Removed value: -"Providers"
```
- removedOutput schema / properties / reason / default
```
Removed value: -null
```
- removedOutput schema / properties / reason / title
```
Removed value: -"Reason"
```
- removedOutput schema / properties / remote_publisher_health / default
```
Removed value: -null
```
- removedOutput schema / properties / remote_publisher_health / title
```
Removed value: -"Remote Publisher Health"
```
- removedOutput schema / properties / retry_after_seconds / default
```
Removed value: -null
```
- removedOutput schema / properties / retry_after_seconds / title
```
Removed value: -"Retry After Seconds"
```
- addedOutput schema / properties / retryable
```
Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
```
- addedOutput schema / properties / route
```
Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
```
- removedOutput schema / properties / schema_version / default
```
Removed value: -null
```
- removedOutput schema / properties / schema_version / title
```
Removed value: -"Schema Version"
```
- removedOutput schema / properties / source_trail / default
```
Removed value: -null
```
- removedOutput schema / properties / source_trail / title
```
Removed value: -"Source Trail"
```
- addedOutput schema / properties / stage
```
Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
```
- removedOutput schema / properties / status / default
```
Removed value: -null
```
- removedOutput schema / properties / status / title
```
Removed value: -"Status"
```
- addedOutput schema / properties / trace
```
Added value: +{
+  "items": {
+    "$ref": "#/$defs/TraceEventOutput"
+  },
+  "type": "array"
+}
```
- removedOutput schema / properties / warnings / default
```
Removed value: -null
```
- removedOutput schema / properties / warnings / title
```
Removed value: -"Warnings"
```
- removedOutput schema / title
```
Removed value: -"ProviderStatusOutput"
```
Addedv4.0.1Jul 27, 2026
Removedv3.2.1Jul 25, 2026
Addedv3.2.0Jul 25, 2026
Removedv3.1.3Jul 18, 2026
First observedv1.0.0Jul 11, 2026

TDQS

A4.2/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already mark this as read-only, and the description adds useful behavioral context by clarifying that no browser or publisher pages are opened. It does not fully explain what 'local dependency readiness' entails, but it does not contradict the annotations and adds meaningful safety-relevant detail.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with zero filler. The core purpose is front-loaded, and the exclusion of browser behavior plus the sibling pointer are both essential and efficiently packed.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the tool's role and its key limitation well, but with no output schema and no parameter-level detail, the agent still has gaps around return shape and the meaning of 'dependency readiness.' It is adequate for tool selection but not fully complete for invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, yet the description provides no explanation of the group, detail, or provider parameters. An agent can read the enum values but cannot know what 'compact' vs 'full' returns or what each group filter semantically selects.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific action ('Inspect') on a clear resource ('filtered static provider configuration and local dependency readiness') and explicitly distinguishes itself from browser_preflight. An agent can immediately tell what this tool does and what it does not do.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit when-to-use guidance by stating 'never opens Camoufox or publisher pages' and directs the agent to the correct alternative: 'use browser_preflight for live health.' This leaves no ambiguity about when to select this tool versus its sibling.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)
By Om-Shree-0709 on July 25, 2026.
mcp
Agent Identity
OAuth 2.1
Your AI Chatbot Just Exposed Your CEO's Salary to an Intern
By Om-Shree-0709 on July 2, 2026.
Agent Identity
MCP Security
OAuth Delegation
Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)
By Om-Shree-0709 on June 30, 2026.
Agentic Ai
Prompt Injection
WebAssembly

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Dictation354/paper-fetch-skill'

If you have feedback or need assistance with the MCP directory API, please join our Discord server