generated: '2026-08-19'
method: probed
source: https://www.abloatai.com/api/mcp
status: published
note: >-
  Ablo publishes TWO MCP servers and they are different products. (1) The COORDINATION server
  (@abloatai/mcp) is the data plane — it renders the model-scoped API as tools and requires an
  sk_/rk_ API key; it is distributed as an npm package run over stdio, but as of this probe the
  package name @abloatai/mcp returns 404 from the npm registry, so the documented install command
  cannot currently be executed. (2) The INTEGRATION-HELPER server is a stateless Streamable-HTTP
  server the docs describe as customer-mounted at <your-app>/api/mcp — but Ablo also runs its own
  public instance on its own marketing domain at https://www.abloatai.com/api/mcp, anonymous and
  reachable right now. That instance is what was probed here.
deployment:
  mode: both
  endpoint: https://www.abloatai.com/api/mcp
  install: npx -y @abloatai/mcp
  package: https://www.npmjs.com/package/@abloatai/mcp
  auth: none
  verified: probed
servers:
  - name: ablo-integration-helper
    role: docs, schema lint and scaffolding for AI coding assistants
    transport: http
    protocol: Streamable HTTP (stateless; POST only, GET returns 405 — SSE unsupported)
    url: https://www.abloatai.com/api/mcp
    auth: none
    verified: probed
    docs: https://docs.abloatai.com/mcp
    data_access: none — serves docs, schema lint and scaffolds only; no org-scoped or row data
    rate_limit:
      limit: 120
      window: 1m
      scope: per-IP
      headers: [x-ratelimit-limit, x-ratelimit-remaining, x-ratelimit-reset]
      verified: probed
    tools_file: mcp/ablo-mcp-tools-list.json
    counts:
      tools: 5
      resources: 44
      prompts: 3
  - name: ablo-coordination
    role: data plane — manage the Ablo account and read/mutate application rows
    transport: stdio
    install: npx -y @abloatai/mcp
    auth: api-key
    auth_env: ABLO_API_KEY
    key_prefixes: [sk_, rk_]
    verified: searched
    docs: https://docs.abloatai.com/mcp
    registry_status: >-
      not published — https://registry.npmjs.org/@abloatai%2Fmcp returned HTTP 404 on 2026-08-19.
      The @abloatai npm scope carries ablo, cli, humans, transaction and decks, but no mcp package.
    skill: '@abloatai/mcp/skill.md (referenced by the docs; not resolvable without the package)'
tools:
  - name: search_ablo_docs
    server: ablo-integration-helper
    description: Keyword search across the docs corpus; returns ranked matches with excerpts.
    input: [query, limit]
  - name: get_recipe
    server: ablo-integration-helper
    description: Return the full markdown of one doc by name.
    input: [name]
  - name: get_api_surface
    server: ablo-integration-helper
    description: Return the structured export list for an SDK subpath.
    input: [subpath]
  - name: validate_schema
    server: ablo-integration-helper
    description: Lint defineSchema source against the DSL rules; runs no code.
    input: [code]
  - name: scaffold_app
    server: ablo-integration-helper
    description: Emit a starter file tree for a schema-first integration.
    input: [framework, appName, modelName, storage]
  - name: get_schema
    server: ablo-coordination
    description: The models this key can address, plus its environment and project.
    mirrors_cli: ablo status
    source_operation: openapi/abloatai-api-openapi.yml#getSchema
  - name: list_projects
    server: ablo-coordination
    description: List the organization's projects (requires an sk_ key).
    mirrors_cli: ablo projects list
  - name: create_project
    server: ablo-coordination
    description: Create a project (requires an sk_ key).
    mirrors_cli: ablo projects create
  - name: tail_logs
    server: ablo-coordination
    description: Recent commits and the actor behind each.
    mirrors_cli: ablo logs
    source_operation: openapi/abloatai-api-openapi.yml#listLogEntries
  - name: get_usage
    server: ablo-coordination
    description: Usage in daily buckets.
  - name: get_model
    server: ablo-coordination
    description: Read latest state plus active claims for one row.
    source_operation: openapi/abloatai-api-openapi.yml#getModelRow
  - name: list_records
    server: ablo-coordination
    description: Cursor-paginated list with filters.
    source_operation: openapi/abloatai-api-openapi.yml#listModelRows
  - name: create_model
    server: ablo-coordination
    description: Guarded create.
    source_operation: openapi/abloatai-api-openapi.yml#createModelRow
  - name: update_model
    server: ablo-coordination
    description: Guarded update.
    source_operation: openapi/abloatai-api-openapi.yml#updateModelRow
  - name: delete_model
    server: ablo-coordination
    description: Guarded delete.
    source_operation: openapi/abloatai-api-openapi.yml#deleteModelRow
  - name: claim_model
    server: ablo-coordination
    description: Acquire or queue a coordination lease on a row.
    source_operation: openapi/abloatai-api-openapi.yml#acquireModelClaim
  - name: release_claim
    server: ablo-coordination
    description: Release the lease so others proceed.
    source_operation: openapi/abloatai-api-openapi.yml#releaseModelClaim
prompts:
  - name: integrate-ablo
    server: ablo-integration-helper
  - name: add-agent
    server: ablo-integration-helper
  - name: define-schema
    server: ablo-integration-helper
resources:
  server: ablo-integration-helper
  count: 44
  uri_template: ablo://docs/{name}
x-evidence:
  - {url: 'https://www.abloatai.com/api/mcp', method: 'POST tools/list', http_status: 200, content_type: text/event-stream, tools: 5}
  - {url: 'https://www.abloatai.com/api/mcp', method: 'POST resources/list', http_status: 200, resources: 44}
  - {url: 'https://www.abloatai.com/api/mcp', method: 'POST prompts/list', http_status: 200, prompts: 3}
  - {url: 'https://registry.npmjs.org/@abloatai%2Fmcp', http_status: 404, note: coordination server package not published}
  - {url: 'https://api.abloatai.com/api/mcp', http_status: 404}
  - {url: 'https://dashboard.abloatai.com/api/mcp', http_status: 404}