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Paperless-ngx

Full Paperless-ngx API for AI assistants: search, tag, edit and upload documents, workflows and more

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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

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About

Full Paperless-ngx API for AI assistants: search, tag, edit and upload documents, workflows and more

Use cases: document-processing, file-management

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
52 read · 34 write · 23 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
None found
Runs as
Node.js package

Tools by what they do 109

Read from the source code; the running server may list different tools.

Read 52 · Look things up without changing anything.

  • download_document
  • download_documents_bulk
  • get_correspondent
  • get_custom_field
  • get_document
  • get_document_ai_suggestions
  • get_document_content
  • get_document_history
  • get_document_metadata
  • get_document_preview
  • get_document_suggestions
  • get_document_thumbnail
Show 40 more tools
  • get_document_type
  • get_filing_options
  • get_mail_account
  • get_mail_rule
  • get_next_asn
  • get_saved_view
  • get_share_link
  • get_share_link_bundle
  • get_statistics
  • get_storage_path
  • get_system_status
  • get_tag
  • get_task_status_counts
  • get_task_summary
  • get_workflow
  • get_workflow_action
  • get_workflow_trigger
  • list_active_tasks
  • list_correspondents
  • list_custom_fields
  • list_document_notes
  • list_document_share_links
  • list_document_types
  • list_documents
  • list_mail_accounts
  • list_mail_rules
  • list_saved_views
  • list_share_link_bundles
  • list_share_links
  • list_storage_paths
  • list_tags
  • list_tasks
  • list_trash
  • list_workflow_actions
  • list_workflow_triggers
  • list_workflows
  • search_autocomplete
  • search_documents
  • test_mail_account
  • test_storage_path

Write 34 · Create, change, send or run things.

  • acknowledge_tasks
  • create_correspondent
  • create_custom_field
  • create_document_note
  • create_document_type
  • create_mail_account
  • create_mail_rule
  • create_saved_view
  • create_share_link
  • create_share_link_bundle
  • create_storage_path
  • create_tag
Show 22 more tools
  • create_workflow
  • create_workflow_action
  • create_workflow_trigger
  • email_document
  • post_document
  • process_mail_account
  • rebuild_share_link_bundle
  • restore_from_trash
  • update_correspondent
  • update_custom_field
  • update_document
  • update_document_type
  • update_document_version
  • update_mail_account
  • update_mail_rule
  • update_saved_view
  • update_storage_path
  • update_tag
  • update_workflow
  • update_workflow_action
  • update_workflow_trigger
  • upload_document_version

Delete 23 · Delete, drop, revoke or wipe things.

  • delete_correspondent
  • delete_custom_field
  • delete_document
  • delete_document_note
  • delete_document_type
  • delete_document_version
  • delete_mail_account
  • delete_mail_rule
  • delete_saved_view
  • delete_share_link
  • delete_share_link_bundle
  • delete_storage_path
Show 11 more tools
  • delete_tag
  • delete_workflow
  • delete_workflow_action
  • delete_workflow_trigger
  • edit_correspondents_bulk
  • edit_custom_fields_bulk
  • edit_document_types_bulk
  • edit_documents_bulk
  • edit_tags_bulk
  • empty_trash
  • merge_documents_as_versions

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • PAPERLESS_API_KEY

Other settings (environment variables or headers).

  • PAPERLESS_PUBLIC_URL
  • PAPERLESS_URL

Network hosts it talks to 1

  • github.com · found in code

Files it touches

  • Any path the agent passes to its tools

Tools (109)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • acknowledge_tasks

    Acknowledge/dismiss completed tasks to clear them from the task list.

  • create_correspondent

    Create a new correspondent with optional matching pattern and algorithm for automatic document assignment.

  • create_custom_field

    Create a new custom field with a specified data type (string, url, date, boolean, integer, float, monetary, documentlink, or select). For monetary fields, values must use currency code prefix format (e.g., USD10.00, GBP123.45) — NOT trailing symbol format (e.g., 10.00$).

  • create_document_note

    Append a user-facing note (comment/annotation) to a document. Notes are separate from the document's searchable 'content' field — to change body text or other metadata fields, use update_document instead.

  • create_document_type

    Create a new document type with optional matching pattern and algorithm for automatic document classification.

  • create_mail_account

    Create an IMAP account for Paperless to fetch mail from. Nothing is fetched until a mail rule uses the account (create_mail_rule). Check the connection first with test_mail_account.

  • create_mail_rule

    Create a mail rule on a mail account: which folder and mails to consider, which attachments to import, and what to assign to the resulting documents.

  • create_saved_view

    Create a new saved view with filter rules and sort configuration.

  • create_share_link

    Create a share link for a document. Optionally set an expiration date and file version (archive or original). Share links can't be edited afterwards — to change the expiry, delete and recreate. To share several documents as one ZIP link, use create_share_link_bundle.

  • create_share_link_bundle

    Create ONE public share link for a ZIP of several documents. The ZIP is built in the background: the bundle starts as status 'pending' and becomes usable once get_share_link_bundle reports 'ready'. The `slug` identifies the public link.

  • create_storage_path

    Create a new storage path with a name, path template, and optional matching rules.

  • create_tag

    Create a new tag with optional color, matching pattern, and matching algorithm for automatic document tagging.

  • create_workflow

    Create a complete workflow — the automation Paperless actually runs — with its triggers and actions in one call. The workflow runs its actions in order whenever ANY of its triggers matches. Example: strip PDF passwords from API uploads = triggers [{type: 2, sources: [2]}] + actions [{type: 5, passwords: ["secret"]}]. Triggers and actions are given as full objects (same fields as create_workflow_trigger / create_workflow_action). Paperless rejects a remote OCR action (7) without a consumption-started trigger (1), and an apply-AI-suggestions action (8) with only consumption-started triggers.

  • create_workflow_action

    Create ONE standalone workflow action. On its own an action does nothing, and Paperless deletes actions that belong to no workflow whenever any workflow is updated. To build an automation, use create_workflow with the actions inline; to change an action inside a workflow, use update_workflow (or update_workflow_action with the action id from get_workflow).

  • create_workflow_trigger

    Create ONE standalone workflow trigger. On its own a trigger does nothing, and Paperless deletes triggers that belong to no workflow whenever any workflow is updated. To build an automation, use create_workflow with the triggers inline; to change a trigger inside a workflow, use update_workflow (or update_workflow_trigger with the trigger id from get_workflow).

Show 94 more tools
  • delete_correspondentcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a correspondent from the entire system. This will affect ALL documents that use this correspondent.

  • delete_custom_fieldcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a custom field from the entire system. This will remove the field from ALL documents that use it.

  • delete_documentcan change or delete data

    Move a document to trash (soft-delete). The document remains recoverable until the trash is emptied or the retention window expires (~30 days). Use empty_trash for permanent deletion.

  • delete_document_notecan change or delete data

    ⚠️ DESTRUCTIVE: Delete a note from a document.

  • delete_document_typecan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a document type from the entire system. This will affect ALL documents that use this type.

  • delete_document_versioncan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete one non-root version of a document. The root (original) version can't be deleted — delete the document instead.

  • delete_mail_accountcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a mail account and stop fetching from it. Mail rules using it are deleted too. Already-imported documents are not affected.

  • delete_mail_rulecan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a mail rule. Already-imported documents are not affected.

  • delete_saved_viewcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a saved view.

  • delete_share_linkcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a share link. The shared URL will stop working.

  • delete_share_link_bundlecan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a share link bundle. Its public link stops working; the documents are not affected.

  • delete_storage_pathcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a storage path from the entire system. This will affect ALL documents that use this storage path.

  • delete_tagcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a tag from the entire system. This will remove the tag from ALL documents that use it. Use with extreme caution.

  • delete_workflowcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a workflow. Documents it already processed are not changed.

  • delete_workflow_actioncan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a workflow action.

  • delete_workflow_triggercan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete a workflow trigger.

  • download_documentread-only

    Download a document file by ID. Returns the document as a base64-encoded resource.

  • download_documents_bulkread-only

    Download multiple documents as a ZIP archive. Returns base64-encoded ZIP file.

  • edit_correspondents_bulkcan change or delete data

    Manage correspondent objects themselves (permissions, delete). ⚠️ This does NOT assign correspondents to documents — use edit_documents_bulk with method 'set_correspondent' for that. WARNING: 'delete' permanently removes correspondents from the entire system.

  • edit_custom_fields_bulkcan change or delete data

    Manage custom field definitions themselves (permissions, delete). ⚠️ This does NOT modify custom field values on documents — use edit_documents_bulk with method 'modify_custom_fields' for that. WARNING: 'delete' permanently removes custom fields from the entire system.

  • edit_document_types_bulkcan change or delete data

    Manage document type objects themselves (permissions, delete). ⚠️ This does NOT assign document types to documents — use edit_documents_bulk with method 'set_document_type' for that. WARNING: 'delete' permanently removes document types from the entire system.

  • edit_documents_bulkcan change or delete data

    Apply ONE of a fixed set of operations to MANY documents at once. Methods: set_correspondent, set_document_type, set_storage_path, add_tag, remove_tag, modify_tags, modify_custom_fields, set_permissions, delete, reprocess, merge, split, rotate, delete_pages, edit_pdf, remove_password. For per-document field edits including title, content, created (date), archive_serial_number, or owner, use update_document instead — those fields are not editable here. Note: 'remove_tag' only removes the tag from the specified documents (tag stays in the system); 'delete_tag' permanently deletes the tag from th…

  • edit_tags_bulkcan change or delete data

    Manage tag objects themselves (permissions, delete). ⚠️ This does NOT add/remove tags on documents — use edit_documents_bulk with method 'add_tag'/'remove_tag'/'modify_tags' for that. WARNING: 'delete' permanently removes tags from the entire system.

  • email_document

    Send a document via email to one or more recipients.

  • empty_trashcan change or delete data

    ⚠️ DESTRUCTIVE: Permanently delete documents from the trash, or empty the entire trash. This action is irreversible.

  • get_correspondentread-only

    Get a specific correspondent by ID with full details including matching rules.

  • get_custom_fieldread-only

    Get a specific custom field by ID with full details including data type and extra configuration.

  • get_documentread-only

    Get a specific document by ID with full details including correspondent, document type, tags, and custom fields. Note: Document content is excluded from results by default. Use 'get_document_content' to retrieve content when needed. Documents can have several file versions (`versions`; manage them with upload_document_version / update_document_version / delete_document_version). Content (get_document_content) and get_document_metadata follow the LATEST version, but page_count, original_file_name and archived_file_name always describe the ROOT (first) version — e.g. after a password-protected P…

  • get_document_ai_suggestionsread-only

    Get LLM-based suggestions for a document: a title, existing correspondents/tags/document types/storage paths (IDs), and suggested_* NAMES for objects that don't exist yet, plus dates. Requires AI to be enabled in Paperless — otherwise it fails with 'AI is required for this feature'. For classifier suggestions that work without AI, use get_document_suggestions.

  • get_document_contentread-only

    Get the text content of a specific document by ID. Use this when you need to read or analyze the actual document text. For long documents, read a slice with max_chars (and offset to continue) — e.g. max_chars: 2000 is usually enough to identify a document. Paperless stores the text without page boundaries, so slices are by characters, not pages.

  • get_document_historyread-only

    Get the change history / audit log for a document, showing who changed what and when.

  • get_document_metadataread-only

    Get file metadata for a document including checksums, file sizes, and archival information.

  • get_document_previewread-only

    Get a full-page preview image of a document. Returns the preview as a base64-encoded image resource.

  • get_document_suggestionsread-only

    Get classifier-based suggestions for a document's correspondent, tags, document type, storage path and dates. Returns IDs of EXISTING objects only. For LLM suggestions that can also propose a title and new objects, use get_document_ai_suggestions.

  • get_document_thumbnailread-only

    Get a document thumbnail (image preview) by ID. Returns the thumbnail as a base64-encoded WebP image resource.

  • get_document_typeread-only

    Get a specific document type by ID with full details including matching rules.

  • get_filing_optionsread-only

    Everything a document can be filed under, in one call: every tag, correspondent, document type, storage path and custom field (id + name; tags also is_inbox_tag, custom fields also data_type). Call this once before assigning metadata so you choose from the complete set instead of guessing, then use the ids with update_document or edit_documents_bulk. For matching rules or document counts use list_tags / list_correspondents / list_document_types / list_storage_paths.

  • get_mail_accountread-only

    Get one mail account by ID (password masked).

  • get_mail_ruleread-only

    Get one mail rule by ID.

  • get_next_asnread-only

    Get the next available Archive Serial Number (ASN) for document filing.

  • get_saved_viewread-only

    Get a specific saved view by ID with full details including filter rules.

  • get_share_linkread-only

    Get a specific share link by ID with full details.

  • get_share_link_bundleread-only

    Get one share link bundle, including its build status (pending → processing → ready or failed), size and last_error.

  • get_statisticsread-only

    Get system statistics including document counts, inbox status, file type breakdown, and storage information.

  • get_storage_pathread-only

    Get a specific storage path by ID with full details including matching rules.

  • get_system_statusread-only

    Get Paperless server status: the Paperless-ngx version (pngx_version), install type, storage, and the health of the database, search index, classifier, task queue and last sanity check. Use this to find out which Paperless version you are talking to.

  • get_tagread-only

    Get a specific tag by ID with full details including matching rules.

  • get_task_status_countsread-only

    Get task counts: all, needs_attention (failed and unacknowledged), in_progress, completed.

  • get_task_summaryread-only

    Get per-task-type statistics over the last N days: totals, pending/success/failure counts, average duration and wait time, and last run/success/failure times.

  • get_workflowread-only

    Get one workflow by ID, including its full triggers and actions.

  • get_workflow_actionread-only

    Get a specific workflow action by ID.

  • get_workflow_triggerread-only

    Get a specific workflow trigger by ID.

  • list_active_tasksread-only

    List tasks that are pending or running right now (at most 50). For finished tasks use list_tasks.

  • list_correspondentsread-only

    List all correspondents with optional filtering and pagination. Correspondents represent entities that send or receive documents.

  • list_custom_fieldsread-only

    List all custom fields. IMPORTANT: When a user query may refer to a custom field, you should fetch all custom fields up front (with a large enough page_size), cache them for the session, and search locally for matches by name before making further API calls. This reduces redundant requests and handles ambiguity efficiently.

  • list_document_notesread-only

    List all notes for a specific document.

  • list_document_share_linksread-only

    List all share links for a specific document.

  • list_document_typesread-only

    List all document types. IMPORTANT: When a user query may refer to a document type or tag, you should fetch all document types and all tags up front (get_filing_options returns both, plus correspondents and storage paths, in one call), cache them for the session, and search locally for matches by name or slug before making further API calls. This reduces redundant requests and handles ambiguity between tags and document types efficiently.

  • list_documentsread-only

    List and filter documents by fields such as title, correspondent, document type, tag, storage path, creation date, and more. IMPORTANT: For queries like 'the last 3 contributions' or when searching by tag, correspondent, document type, or storage path, you should FIRST look up the correct ID — get_filing_options returns every tag, correspondent, document type and storage path in one call (or use list_tags / list_correspondents / list_document_types / list_storage_paths) — and then use that ID as a filter here. Only use the 'search' argument for free-text search when no specific field applies. …

  • list_mail_accountsread-only

    List the IMAP accounts Paperless fetches mail from. Passwords are always masked.

  • list_mail_rulesread-only

    List mail rules: which mails Paperless imports from which account, and how it assigns title, tags, correspondent and document type.

  • list_saved_viewsread-only

    List all saved views with optional pagination. Saved views store filter/sort configurations for quick access.

  • list_share_link_bundlesread-only

    List share link bundles (one public link to a ZIP of several documents) with optional status filter and pagination.

  • list_share_linksread-only

    List all share links with optional filtering by creation date, expiration date, and pagination.

  • list_storage_pathsread-only

    List all storage paths with optional filtering and pagination. Storage paths define where documents are stored on disk.

  • list_tagsread-only

    List all tags. IMPORTANT: When a user query may refer to a tag or document type, you should fetch all tags and all document types up front (get_filing_options returns both, plus correspondents and storage paths, in one call), cache them for the session, and search locally for matches by name or slug before making further API calls. This reduces redundant requests and handles ambiguity between tags and document types efficiently.

  • list_tasksread-only

    List background tasks with their status, type, trigger source and results. Useful for monitoring document consumption and other async operations. Use the filters to narrow the list; `limit` sets how many are returned. For only pending/running tasks use list_active_tasks; for totals use get_task_status_counts or get_task_summary.

  • list_trashread-only

    List documents in the trash (soft-deleted documents). Document content is left out, as in list_documents.

  • list_workflow_actionsread-only

    List all workflow actions with optional pagination.

  • list_workflow_triggersread-only

    List all workflow triggers with optional pagination.

  • list_workflowsread-only

    List workflows (each with its nested triggers and actions) with optional pagination.

  • merge_documents_as_versionscan change or delete data

    ⚠️ Fold other documents into one document as its versions: each document in merge_documents stops existing as a separate document and becomes a version of root_document_id. Use it when the same paper arrived twice (e.g. a scan and a later emailed copy). Runs asynchronously.

  • post_document

    Upload a new document file (PDF, image, etc.) to Paperless-NGX with optional metadata. Upload is asynchronous: by default returns a task UUID (use list_tasks to track consumer progress) — the actual document ID is assigned only after the consumer has processed the file. Set poll=true to wait for the consumer to finish and return the final result (the new document_id on success, or the consumer error on failure) in a single call. Optional metadata: title, created (date), correspondent, document_type, storage_path, tags, archive_serial_number, custom_fields.

  • process_mail_account

    Fetch mail for one account now and run its rules, instead of waiting for the schedule. Runs in the background; see list_tasks with task_type mail_fetch.

  • rebuild_share_link_bundle

    Re-queue a share link bundle's ZIP build, e.g. after it failed or its documents changed. The link (slug) stays the same.

  • restore_from_trash

    Restore documents from the trash back to the system.

  • search_autocompleteread-only

    Get search term autocomplete suggestions based on the document index.

  • search_documentsread-only

    Ranked full-text search through Paperless's search index (content, title and metadata). mode 'query' (default) takes advanced syntax — AND/OR/NOT, "quoted phrases", field:value, wildcards*; 'text' takes plain words with no syntax; 'title' searches titles only. The index is updated in the background and can lag behind or miss documents: if you expect matches but get none, use list_documents with `search`, which scans the database directly. For filtering by tag, correspondent, type or date use list_documents. Content is excluded from results; use get_document_content.

  • test_mail_accountread-only

    Test IMAP connection settings without saving them. Pass the full account fields. To test a SAVED account, pass its `id` together with the masked password exactly as get_mail_account returns it (all asterisks) — Paperless then uses the stored password (without `id` it would try the literal asterisks and report a login failure). Note: Paperless 3.2 answers an unreachable server or refused connection with a bare HTTP 500 rather than a message — treat a 500 as 'could not connect'.

  • test_storage_pathread-only

    Test a storage path template to see how it would resolve for documents. Useful for validating path templates before creating or updating storage paths.

  • update_correspondent

    Update fields on ONE correspondent (PATCH — only fields you supply are changed). Editable fields: name, match (matching pattern), matching_algorithm, is_insensitive. To assign this correspondent to documents, use edit_documents_bulk with method 'set_correspondent' or update_document instead.

  • update_custom_field

    Update fields on ONE custom field definition (PATCH — only fields you supply are changed). Editable fields: name, data_type, extra_data. ⚠️ Changing data_type on a field that already has values on documents may render those values invalid or unreadable — change data_type only on unused fields. To set a custom-field VALUE on a document, use update_document or edit_documents_bulk with method 'modify_custom_fields' instead.

  • update_document

    Update fields on ONE document (PATCH — only fields you supply are changed). To change tags, prefer add_tags / remove_tags: they leave the other tags alone. `tags` REPLACES the whole list — any tag you leave out is removed. Every tag change returns tag_changes {added, removed}. Editable fields: title, correspondent, document_type, storage_path, tags, add_tags, remove_tags, content (raw searchable text), created (document date, YYYY-MM-DD), archive_serial_number, owner, custom_fields. For applying the same change to MANY documents, see edit_documents_bulk. To add a comment/annotation rather than…

  • update_document_type

    Update fields on ONE document type (PATCH — only fields you supply are changed). Editable fields: name, match (matching pattern), matching_algorithm, is_insensitive. To assign this document type to documents, use edit_documents_bulk with method 'set_document_type' or update_document instead.

  • update_document_version

    Rename a version of a document (change its version_label). Version IDs are listed in get_document's `versions`.

  • update_mail_account

    Update fields on ONE mail account (PATCH — only fields you supply are changed). Omit password to keep the stored one.

  • update_mail_rule

    Update fields on ONE mail rule (PATCH — only fields you supply are changed). E.g. switch assign_correspondent_from to 4 to stop creating a correspondent per sender.

  • update_saved_view

    Update fields on ONE saved view (PATCH — only fields you supply are changed). Editable fields: name, show_on_dashboard, show_in_sidebar, sort_field, sort_reverse, filter_rules. Supplying filter_rules replaces the entire rule array (not a merge).

  • update_storage_path

    Update fields on ONE storage path (PATCH — only fields you supply are changed). Editable fields: name, path (path template), match (matching pattern), matching_algorithm, is_insensitive. To assign this storage path to documents, use edit_documents_bulk with method 'set_storage_path' or update_document instead.

  • update_tag

    Update fields on ONE tag (PATCH — only fields you supply are changed). Editable fields: name, color, match (matching pattern), matching_algorithm, is_insensitive, parent (parent tag ID for hierarchy). To add or remove this tag on documents, use edit_documents_bulk with method 'add_tag' / 'remove_tag' / 'modify_tags' instead.

  • update_workflow

    Update ONE workflow (PATCH). name/order/enabled change only when passed. ⚠️ `triggers` and `actions`, when passed, REPLACE the workflow's whole list: entries with an `id` update that existing item, entries without an `id` are created, and existing items you leave out are DELETED. To edit one action, call get_workflow first and send back the complete list with your change.

  • update_workflow_action

    Update fields on ONE workflow action (PATCH — only fields you supply are changed). Use get_workflow_action first to see its current shape. To change the actions of a whole workflow, see update_workflow.

  • update_workflow_trigger

    Update fields on ONE workflow trigger (PATCH — only fields you supply are changed). Use get_workflow_trigger first to see its current shape.

  • upload_document_version

    Add a new file version to an EXISTING document instead of creating a new document — e.g. a corrected scan, a signed copy, or an unlocked PDF. The new file becomes the current version: content, search and downloads follow it, and earlier versions stay listed in the document's `versions` (see get_document). Processing is asynchronous like post_document; set poll=true to wait. To strip a PDF password you don't need to re-upload: use edit_documents_bulk method remove_password with update_document=true.

Signals

Stars
11
Forks
5
Open issues
1
Last commit
Sep 30, 2026 (1 month ago)
Last release
Sep 30, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.cubinet-code/paperless-ngx-mcp
Version
3.2.1
Auth
API key
Packages
npm paperless-ngx-mcp
License
ISC
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Paperless-ngx MCP server. Agent Mart. https://agentmart.dev/connectors/cubinet-code-paperless-ngx-mcp (last updated 2026-10-24)