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BulkPublish

by com.bulkpublish.mcp
OverviewDiscussionsAdmin

List posts

list_posts
Read-onlyIdempotent

List posts with optional filters for status, search text, date range, channel, and label. Returns paginated results with platform statuses and metrics, ordered newest-first by publishedAt if the post is live, else scheduledAt, else createdAt. Use this when the user wants to browse, filter, or check the status of existing posts as raw data (not the visual dashboard).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNoFilter posts created on or before this ISO date.
fromNoFilter posts created on or after this ISO date.
pageNoPage number (default 1).
limitNoResults per page (default 20, max 500).
orderNoDirection of the timeline sort (published, else due, else created). 'desc' is the default and returns the most recent first. Use 'asc' to read what is coming NEXT — with a limit, 'desc' returns the posts scheduled furthest out, not the soonest.
searchNoSearch post content (case-insensitive).
statusNoFilter by post status.
labelIdNoFilter by label ID.
channelIdNoFilter by channel ID.
assignedToNoFilter by who the post is assigned to: a user id, 'me' for the caller, or 'unassigned'. Orthogonal to status — a post can be scheduled AND assigned.
scheduledToNoFilter posts scheduled on or before this ISO date.
scheduledFromNoFilter posts scheduled on or after this ISO date.
approvalStatusNoFilter by team approval state (e.g. 'pending' for the approval queue).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
limitNo
postsNo
totalNo
totalPagesNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / assignedTo
      Added value: +{
+  "description": "Filter by who the post is assigned to: a user id, 'me' for the caller, or 'unassigned'. Orthogonal to status — a post can be scheduled AND assigned.",
+  "type": "string"
+}
    • addedInput schema / properties / order
      Added value: +{
+  "description": "Direction of the timeline sort (published, else due, else created). 'desc' is the default and returns the most recent first. Use 'asc' to read what is coming NEXT — with a limit, 'desc' returns the posts scheduled furthest out, not the soonest.",
+  "enum": [
+    "asc",
+    "desc"
+  ],
+  "type": "string"
+}
    • changedOutput schema / properties / posts / anyOf
      Previous value: -[
-  {
-    "items": {
-      "additionalProperties": {},
-      "properties": {
-        "approvalStatus": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "content": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "createdAt": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "id": {
-          "anyOf": [
-            {
-              "anyOf": [
-                {
-                  "type": "number"
-                },
-                {
-                  "type": "string"
-                }
-              ]
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "labels": {
-          "anyOf": [
-            {
-              "items": {
-                "additionalProperties": {},
-                "properties": {},
-                "type": "object"
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "mediaFiles": {
-          "anyOf": [
-            {
-              "items": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "string"
-                  },
-                  {
-                    "additionalProperties": {},
-                    "properties": {},
-                    "type": "object"
-                  }
-                ]
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "postPlatforms": {
-          "anyOf": [
-            {
-              "items": {
-                "additionalProperties": {},
-                "properties": {
-                  "platform": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "status": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  }
-                },
-                "type": "object"
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "publishedAt": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "scheduledAt": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "status": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ],
-          "description": "draft, scheduled, processing, published, partial or failed."
-        },
-        "timezone": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        }
-      },
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": {},
+      "properties": {
+        "approvalStatus": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "approver": {
+          "anyOf": [
+            {
+              "additionalProperties": {},
+              "properties": {},
+              "type": "object"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "description": "Who approved it: { id, name, image }. Null unless approvalStatus is approved."
+        },
+        "assignee": {
+          "anyOf": [
+            {
+              "additionalProperties": {},
+              "properties": {},
+              "type": "object"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "description": "Who is expected to act on it next: { id, name, image }. Null when nobody is."
+        },
+        "author": {
+          "anyOf": [
+            {
+              "additionalProperties": {},
+              "properties": {},
+              "type": "object"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "description": "Who wrote the post: { id, name, image }. Null when that account is gone."
+        },
+        "content": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "createdAt": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "id": {
+          "anyOf": [
+            {
+              "anyOf": [
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "string"
+                }
+              ]
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "labels": {
+          "anyOf": [
+            {
+              "items": {
+                "additionalProperties": {},
+                "properties": {},
+                "type": "object"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "mediaFiles": {
+          "anyOf": [
+            {
+              "items": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "additionalProperties": {},
+                    "properties": {},
+                    "type": "object"
+                  }
+                ]
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "postPlatforms": {
+          "anyOf": [
+            {
+              "items": {
+                "additionalProperties": {},
+                "properties": {
+                  "platform": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "status": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "publishedAt": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "scheduledAt": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "status": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "description": "draft, scheduled, processing, published, partial or failed."
+        },
+        "timezone": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        }
+      },
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
  2. Changed1 schema field changed
    • changedOutput schema / properties / posts / anyOf
      Previous value: -[
-  {
-    "items": {
-      "additionalProperties": {},
-      "properties": {
-        "approvalStatus": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "content": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "createdAt": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "id": {
-          "anyOf": [
-            {
-              "anyOf": [
-                {
-                  "type": "number"
-                },
-                {
-                  "type": "string"
-                }
-              ]
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "labels": {
-          "anyOf": [
-            {
-              "items": {
-                "additionalProperties": {},
-                "properties": {},
-                "type": "object"
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "mediaFiles": {
-          "anyOf": [
-            {
-              "items": {
-                "additionalProperties": {},
-                "properties": {},
-                "type": "object"
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "postPlatforms": {
-          "anyOf": [
-            {
-              "items": {
-                "additionalProperties": {},
-                "properties": {
-                  "platform": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "status": {
-                    "anyOf": [
-                      {
-                        "type": "string"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  }
-                },
-                "type": "object"
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "publishedAt": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "scheduledAt": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "status": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ],
-          "description": "draft, scheduled, processing, published, partial or failed."
-        },
-        "timezone": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        }
-      },
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": {},
+      "properties": {
+        "approvalStatus": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "content": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "createdAt": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "id": {
+          "anyOf": [
+            {
+              "anyOf": [
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "string"
+                }
+              ]
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "labels": {
+          "anyOf": [
+            {
+              "items": {
+                "additionalProperties": {},
+                "properties": {},
+                "type": "object"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "mediaFiles": {
+          "anyOf": [
+            {
+              "items": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "additionalProperties": {},
+                    "properties": {},
+                    "type": "object"
+                  }
+                ]
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "postPlatforms": {
+          "anyOf": [
+            {
+              "items": {
+                "additionalProperties": {},
+                "properties": {
+                  "platform": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "status": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "publishedAt": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "scheduledAt": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "status": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "description": "draft, scheduled, processing, published, partial or failed."
+        },
+        "timezone": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        }
+      },
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
  3. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "limit": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "number"
+            },
+            {
+              "type": "string"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "page": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "number"
+            },
+            {
+              "type": "string"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "posts": {
+      "anyOf": [
+        {
+          "items": {
+            "additionalProperties": {},
+            "properties": {
+              "approvalStatus": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "content": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "createdAt": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "id": {
+                "anyOf": [
+                  {
+                    "anyOf": [
+                      {
+                        "type": "number"
+                      },
+                      {
+                        "type": "string"
+                      }
+                    ]
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "labels": {
+                "anyOf": [
+                  {
+                    "items": {
+                      "additionalProperties": {},
+                      "properties": {},
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "mediaFiles": {
+                "anyOf": [
+                  {
+                    "items": {
+                      "additionalProperties": {},
+                      "properties": {},
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "postPlatforms": {
+                "anyOf": [
+                  {
+                    "items": {
+                      "additionalProperties": {},
+                      "properties": {
+                        "platform": {
+                          "anyOf": [
+                            {
+                              "type": "string"
+                            },
+                            {
+                              "type": "null"
+                            }
+                          ]
+                        },
+                        "status": {
+                          "anyOf": [
+                            {
+                              "type": "string"
+                            },
+                            {
+                              "type": "null"
+                            }
+                          ]
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "publishedAt": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "scheduledAt": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "status": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "description": "draft, scheduled, processing, published, partial or failed."
+              },
+              "timezone": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              }
+            },
+            "type": "object"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "total": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "number"
+            },
+            {
+              "type": "string"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "totalPages": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "number"
+            },
+            {
+              "type": "string"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "type": "object"
+}
  4. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, so the safety profile is covered. The description adds genuine behavioral context beyond annotations: pagination, platform statuses and metrics in results, and the exact ordering rule (publishedAt if live, else scheduledAt, else createdAt). This is useful operational detail not present in the annotations.

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?

Three sentences with no wasted words. It front-loads the core purpose and filters, then gives return/ordering behavior, then a usage context. Every sentence earns its place.

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

Completeness5/5

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

For a complex 13-parameter list tool, the description covers what the tool returns, how results are ordered, pagination, and when to use it, while the schema and output schema cover parameter details. No critical aspect needed to invoke the tool correctly is missing.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents all 13 parameters in detail. The description adds a helpful high-level summary of filter categories and clarifies the ordering semantics, but it does not meaningfully add parameter-level meaning beyond what the schema already provides.

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 verb and resource ('List posts') and immediately enumerates the optional filter dimensions: status, search text, date range, channel, and label. It also distinguishes itself from visual-dashboard siblings by explicitly positioning this tool as returning raw data, so an agent can tell list_posts from view_posts.

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

Usage Guidelines4/5

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

The description gives a clear trigger: 'Use this when the user wants to browse, filter, or check the status of existing posts as raw data.' It also implies a boundary with 'not the visual dashboard,' but it does not explicitly name alternative tools or state when not to use them, so it stops short of full exclusionary guidance.

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

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