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Personal context for every AI: search, read, and write back to your private Markdown library.

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Status
Unhealthy
Uptime
85.2% over 39 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
Repository
SenseFoldLabs/sensefold-mcp
GitHub Stars
0
Server Listing
Sensefold MCP server

TDQS

A4/5.0

Scored across 12 tools

Disambiguation3/5

Most tools target distinct resources, but two clear overlaps exist: fetch and get_item both read a saved item by UUID (fetch is framed for citation, get_item for content windows), and search vs search_hub are both semantic search with search_hub adding filters. Descriptions help differentiate them but an agent can easily pick the wrong one of each pair.

Naming Consistency4/5

Nine tools follow a clean verb_noun pattern (delete_item, get_item, get_quota, list_items, list_share_pages, save_link, save_note, update_note, update_tags). Only the bare verbs fetch and search, plus search_hub, deviate from the convention, which is a minor inconsistency.

Tool Count4/5

Twelve tools sit comfortably in the well-scoped 3-15 range and cover distinct lifecycle stages for a bookmark/knowledge library. The count is slightly inflated by the redundant fetch/get_item and search/search_hub pairs, but overall it is reasonable.

Completeness4/5

The surface covers create (save_link, save_note), read (get_item, fetch, list_items, search, search_hub), update (update_note, update_tags), delete (delete_item), plus quota. Listing share pages exists but there is no tool to create or modify a share page, and no dedicated tag/date filtering outside search_hub, leaving minor gaps.

Tool Schema Changelog

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

  1. 5 tool updates
    • Changedfetch6 fields changed
      • changedInput schema / properties / id / description
        Previous value: -"Item UUID from search results, or a continuation id from metadata.next_id."New value: +"Item or share-page UUID, or item continuation id from metadata.next_id."
      • removedOutput schema / properties / metadata / additionalProperties
        Removed value: -false
      • addedOutput schema / properties / metadata / anyOf
        Added value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "content_base": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "images": {
        +                "additionalProperties": false,
        +                "properties": {
        +                  "dir": {
        +                    "type": "string"
        +                  },
        +                  "root": {
        +                    "type": "string"
        +                  }
        +                },
        +                "required": [
        +                  "dir",
        +                  "root"
        +                ],
        +                "type": "object"
        +              },
        +              "links": {
        +                "additionalProperties": false,
        +                "properties": {
        +                  "dir": {
        +                    "type": "string"
        +                  },
        +                  "root": {
        +                    "type": "string"
        +                  }
        +                },
        +                "required": [
        +                  "dir",
        +                  "root"
        +                ],
        +                "type": "object"
        +              }
        +            },
        +            "required": [
        +              "links",
        +              "images"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "end": {
        +        "type": "number"
        +      },
        +      "next_id": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "start": {
        +        "type": "number"
        +      },
        +      "total_chars": {
        +        "type": "number"
        +      },
        +      "truncated": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "truncated",
        +      "start",
        +      "end",
        +      "total_chars",
        +      "source_url",
        +      "content_base"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "itemIds": {
        +        "items": {
        +          "format": "uuid",
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "kind": {
        +        "const": "share_page",
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "kind",
        +      "itemIds"
        +    ],
        +    "type": "object"
        +  }
        +]
      • removedOutput schema / properties / metadata / properties
        Removed value: -{
        -  "content_base": {
        -    "anyOf": [
        -      {
        -        "additionalProperties": false,
        -        "properties": {
        -          "images": {
        -            "additionalProperties": false,
        -            "properties": {
        -              "dir": {
        -                "type": "string"
        -              },
        -              "root": {
        -                "type": "string"
        -              }
        -            },
        -            "required": [
        -              "dir",
        -              "root"
        -            ],
        -            "type": "object"
        -          },
        -          "links": {
        -            "additionalProperties": false,
        -            "properties": {
        -              "dir": {
        -                "type": "string"
        -              },
        -              "root": {
        -                "type": "string"
        -              }
        -            },
        -            "required": [
        -              "dir",
        -              "root"
        -            ],
        -            "type": "object"
        -          }
        -        },
        -        "required": [
        -          "links",
        -          "images"
        -        ],
        -        "type": "object"
        -      },
        -      {
        -        "type": "null"
        -      }
        -    ]
        -  },
        -  "end": {
        -    "type": "number"
        -  },
        -  "next_id": {
        -    "type": "string"
        -  },
        -  "source_url": {
        -    "type": [
        -      "string",
        -      "null"
        -    ]
        -  },
        -  "start": {
        -    "type": "number"
        -  },
        -  "total_chars": {
        -    "type": "number"
        -  },
        -  "truncated": {
        -    "type": "boolean"
        -  }
        -}
      • removedOutput schema / properties / metadata / required
        Removed value: -[
        -  "truncated",
        -  "start",
        -  "end",
        -  "total_chars",
        -  "source_url",
        -  "content_base"
        -]
      • removedOutput schema / properties / metadata / type
        Removed value: -"object"
    • Changedlist_items1 field changed
      • addedInput schema / properties / setId
        Added value: +{
        +  "format": "uuid",
        +  "type": "string"
        +}
    • Addedlist_share_pages
    • Changedsearch1 field changed
      • addedInput schema / properties / setId
        Added value: +{
        +  "format": "uuid",
        +  "type": "string"
        +}
    • Changedsearch_hub1 field changed
      • addedInput schema / properties / setId
        Added value: +{
        +  "description": "Restrict results to this share page's current members.",
        +  "format": "uuid",
        +  "type": "string"
        +}
  2. 1 tool update
    • Changedget_item2 fields changed
      • addedOutput schema / properties / item / properties / contentEditedAt
        Added value: +{
        +  "type": [
        +    "string",
        +    "null"
        +  ]
        +}
      • changedOutput schema / properties / item / required
        Previous value: -[
        -  "id",
        -  "hubTitle",
        -  "sourceTitle",
        -  "tags",
        -  "summary",
        -  "sourceType",
        -  "sourceDomain",
        -  "sourceUrl",
        -  "sensefoldUrl",
        -  "contentBase",
        -  "content",
        -  "truncated",
        -  "contentWindow",
        -  "version",
        -  "createdAt"
        -]New value: +[
        +  "id",
        +  "hubTitle",
        +  "sourceTitle",
        +  "tags",
        +  "summary",
        +  "sourceType",
        +  "sourceDomain",
        +  "sourceUrl",
        +  "sensefoldUrl",
        +  "contentBase",
        +  "content",
        +  "truncated",
        +  "contentWindow",
        +  "version",
        +  "createdAt",
        +  "contentEditedAt"
        +]
  3. 2 tool updates
    • Changedfetch2 fields changed
      • addedOutput schema / properties / metadata / properties / content_base
        Added value: +{
        +  "anyOf": [
        +    {
        +      "additionalProperties": false,
        +      "properties": {
        +        "images": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "dir": {
        +              "type": "string"
        +            },
        +            "root": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "dir",
        +            "root"
        +          ],
        +          "type": "object"
        +        },
        +        "links": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "dir": {
        +              "type": "string"
        +            },
        +            "root": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "dir",
        +            "root"
        +          ],
        +          "type": "object"
        +        }
        +      },
        +      "required": [
        +        "links",
        +        "images"
        +      ],
        +      "type": "object"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ]
        +}
      • changedOutput schema / properties / metadata / required
        Previous value: -[
        -  "truncated",
        -  "start",
        -  "end",
        -  "total_chars",
        -  "source_url"
        -]New value: +[
        +  "truncated",
        +  "start",
        +  "end",
        +  "total_chars",
        +  "source_url",
        +  "content_base"
        +]
    • Changedget_item2 fields changed
      • addedOutput schema / properties / item / properties / contentBase
        Added value: +{
        +  "anyOf": [
        +    {
        +      "additionalProperties": false,
        +      "properties": {
        +        "images": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "dir": {
        +              "type": "string"
        +            },
        +            "root": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "dir",
        +            "root"
        +          ],
        +          "type": "object"
        +        },
        +        "links": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "dir": {
        +              "type": "string"
        +            },
        +            "root": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "dir",
        +            "root"
        +          ],
        +          "type": "object"
        +        }
        +      },
        +      "required": [
        +        "links",
        +        "images"
        +      ],
        +      "type": "object"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ]
        +}
      • changedOutput schema / properties / item / required
        Previous value: -[
        -  "id",
        -  "hubTitle",
        -  "sourceTitle",
        -  "tags",
        -  "summary",
        -  "sourceType",
        -  "sourceDomain",
        -  "sourceUrl",
        -  "sensefoldUrl",
        -  "content",
        -  "truncated",
        -  "contentWindow",
        -  "version",
        -  "createdAt"
        -]New value: +[
        +  "id",
        +  "hubTitle",
        +  "sourceTitle",
        +  "tags",
        +  "summary",
        +  "sourceType",
        +  "sourceDomain",
        +  "sourceUrl",
        +  "sensefoldUrl",
        +  "contentBase",
        +  "content",
        +  "truncated",
        +  "contentWindow",
        +  "version",
        +  "createdAt"
        +]
  4. 11 tool updates
    • First observeddelete_item
    • First observedfetch
    • First observedget_item
    • First observedget_quota
    • First observedlist_items
    • First observedsave_link
    • First observedsave_note
    • First observedsearch
    • First observedsearch_hub
    • First observedupdate_note
    • First observedupdate_tags

Publisher details

Operator
SenseFold Labs · Publisher source
Vendor relationship
First-party · Publisher source
Trust center
Not available
Restrictions
Requires a Sensefold account on a Starter or Pro plan (14-day free trial, card required). No admin approval, no regional limits, no custom OAuth app: paste https://api.sensefold.app/mcp and authorize with OAuth 2.1 (PKCE, dynamic client registration), or use a revocable Agent key. Reads never spend credits; save_link spends AI credits like a save from the app. · Publisher source

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