Microsoft · Capability

Microsoft Azure Cognitive Services API — Text Analytics

Microsoft Azure Cognitive Services API — Text Analytics. 3 operations. Lead operation: Microsoft Recognize named entities. Self-contained Naftiko capability covering one Microsoft business surface.

Run with Naftiko MicrosoftText Analytics

What You Can Do

POST
Recognizeentities — Microsoft Recognize named entities
/v1/text/analytics/v3-1/entities/recognition/general
POST
Extractkeyphrases — Microsoft Extract key phrases
/v1/text/analytics/v3-1/keyphrases
POST
Analyzesentiment — Microsoft Analyze sentiment
/v1/text/analytics/v3-1/sentiment

MCP Tools

microsoft-recognize-named-entities

Microsoft Recognize named entities

microsoft-extract-key-phrases

Microsoft Extract key phrases

microsoft-analyze-sentiment

Microsoft Analyze sentiment

Capability Spec

azure-cognitive-services-text-analytics.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure Cognitive Services API — Text Analytics
  description: 'Microsoft Azure Cognitive Services API — Text Analytics. 3 operations. Lead operation: Microsoft Recognize
    named entities. Self-contained Naftiko capability covering one Microsoft business surface.'
  tags:
  - Microsoft
  - Text Analytics
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    MICROSOFT_API_KEY: MICROSOFT_API_KEY
capability:
  consumes:
  - type: http
    namespace: azure-cognitive-services-text-analytics
    baseUri: https://{region}.api.cognitive.microsoft.com
    description: Microsoft Azure Cognitive Services API — Text Analytics business capability. Self-contained, no shared references.
    resources:
    - name: text-analytics-v3.1-entities-recognition-general
      path: /text/analytics/v3.1/entities/recognition/general
      operations:
      - name: recognizeentities
        method: POST
        description: Microsoft Recognize named entities
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: text-analytics-v3.1-keyPhrases
      path: /text/analytics/v3.1/keyPhrases
      operations:
      - name: extractkeyphrases
        method: POST
        description: Microsoft Extract key phrases
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: text-analytics-v3.1-sentiment
      path: /text/analytics/v3.1/sentiment
      operations:
      - name: analyzesentiment
        method: POST
        description: Microsoft Analyze sentiment
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    authentication:
      type: apikey
      key: Ocp-Apim-Subscription-Key
      value: '{{env.MICROSOFT_API_KEY}}'
      placement: header
  exposes:
  - type: rest
    namespace: azure-cognitive-services-text-analytics-rest
    port: 8080
    description: REST adapter for Microsoft Azure Cognitive Services API — Text Analytics. One Spectral-compliant resource
      per consumed operation, prefixed with /v1.
    resources:
    - path: /v1/text/analytics/v3-1/entities/recognition/general
      name: text-analytics-v3-1-entities-recognition-general
      description: REST surface for text-analytics-v3.1-entities-recognition-general.
      operations:
      - method: POST
        name: recognizeentities
        description: Microsoft Recognize named entities
        call: azure-cognitive-services-text-analytics.recognizeentities
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/text/analytics/v3-1/keyphrases
      name: text-analytics-v3-1-keyphrases
      description: REST surface for text-analytics-v3.1-keyPhrases.
      operations:
      - method: POST
        name: extractkeyphrases
        description: Microsoft Extract key phrases
        call: azure-cognitive-services-text-analytics.extractkeyphrases
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/text/analytics/v3-1/sentiment
      name: text-analytics-v3-1-sentiment
      description: REST surface for text-analytics-v3.1-sentiment.
      operations:
      - method: POST
        name: analyzesentiment
        description: Microsoft Analyze sentiment
        call: azure-cognitive-services-text-analytics.analyzesentiment
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: azure-cognitive-services-text-analytics-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure Cognitive Services API — Text Analytics. One tool per consumed operation,
      routed inline through this capability's consumes block.
    tools:
    - name: microsoft-recognize-named-entities
      description: Microsoft Recognize named entities
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: azure-cognitive-services-text-analytics.recognizeentities
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-extract-key-phrases
      description: Microsoft Extract key phrases
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: azure-cognitive-services-text-analytics.extractkeyphrases
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-analyze-sentiment
      description: Microsoft Analyze sentiment
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: azure-cognitive-services-text-analytics.analyzesentiment
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.