generated: '2026-07-20'
method: derived
status: candidate
source: openapi/miriel-openapi.yml
notes: No official hosted/remote MCP server was found for Miriel. This is a candidate tool list derived
  one-to-one from the API operations (from the official SDK) so an MCP server could be generated.
server:
  name: miriel
  transport: http
tools:
- name: query
  description: Query the context engine for relevant context (LLM/vector/graph).
  source_operation: openapi/miriel-openapi.yml#query
- name: learn
  description: Learn from an input or data source into the context engine.
  source_operation: openapi/miriel-openapi.yml#learn
- name: get_learning_jobs
  description: List learning / monitor jobs.
  source_operation: openapi/miriel-openapi.yml#getLearningJobs
- name: get_monitor_sources
  description: List monitored sources.
  source_operation: openapi/miriel-openapi.yml#getMonitorSources
- name: update_document
  description: Update a document's metadata or access.
  source_operation: openapi/miriel-openapi.yml#updateDocument
- name: get_document_by_id
  description: Get a document by ID.
  source_operation: openapi/miriel-openapi.yml#getDocumentById
- name: get_all_documents
  description: List documents.
  source_operation: openapi/miriel-openapi.yml#getAllDocuments
- name: get_document_count
  description: Count documents.
  source_operation: openapi/miriel-openapi.yml#getDocumentCount
- name: remove_document
  description: Remove a document.
  source_operation: openapi/miriel-openapi.yml#removeDocument
- name: remove_all_documents
  description: Remove all documents.
  source_operation: openapi/miriel-openapi.yml#removeAllDocuments
- name: remove_resource
  description: Remove a resource.
  source_operation: openapi/miriel-openapi.yml#removeResource
- name: set_document_access
  description: Set document access grants.
  source_operation: openapi/miriel-openapi.yml#setDocumentAccess
- name: create_user
  description: Create a user.
  source_operation: openapi/miriel-openapi.yml#createUser
- name: get_users
  description: List users.
  source_operation: openapi/miriel-openapi.yml#getUsers
- name: delete_user
  description: Delete a user.
  source_operation: openapi/miriel-openapi.yml#deleteUser
- name: get_projects
  description: List projects.
  source_operation: openapi/miriel-openapi.yml#getProjects
- name: create_project
  description: Create a project.
  source_operation: openapi/miriel-openapi.yml#createProject
- name: delete_project
  description: Delete a project.
  source_operation: openapi/miriel-openapi.yml#deleteProject
- name: get_user_policies
  description: List user policies.
  source_operation: openapi/miriel-openapi.yml#getUserPolicies
- name: add_user_policy
  description: Add a user policy.
  source_operation: openapi/miriel-openapi.yml#addUserPolicy
- name: delete_user_policy
  description: Delete a user policy.
  source_operation: openapi/miriel-openapi.yml#deleteUserPolicy
deployment:
  mode: none
  verified: derived
  tools: 21
  checked: '2026-08-12'
  source: catalog MCP census