generated: '2026-07-18'
method: searched
status: published
source: https://github.com/DemandSphereDev/demandsphere-mcp
servers:
- name: demandsphere
  description: Official DemandSphere MCP server connecting AI assistants to the search intelligence platform.
    Supports traditional SERP analytics (v5.0) and GenAI visibility tracking (v5.1). API-key auth is injected
    server-side (the DemandSphere API uses api_key query-parameter auth); the model never sees the key.
  official: true
  repository: https://github.com/DemandSphereDev/demandsphere-mcp
  language: Python
  license: MIT
  transport:
  - stdio
  - streamable-http
  install:
  - git clone https://github.com/DemandSphereDev/demandsphere-mcp.git && uv sync
  - git clone https://github.com/DemandSphereDev/demandsphere-mcp.git && pip install -e .
  auth: api_key (env DEMANDSPHERE_API_KEY / ~/.config/demandsphere/config.json / .env)
  tools:
  - name: list_sites
    domain: Site Discovery
    description: Discovers configured sites
  - name: list_sites_flat
    domain: Site Discovery
    description: Returns flattened site list
  - name: serp_analytics
    domain: SERP Analytics
    description: 'SERP rankings analysis (views: performance, trends, engine_comparison, engine_summary)'
  - name: get_keyword_groups
    domain: SERP Analytics
    description: Retrieves grouped keyword data
  - name: get_local_rankings
    domain: SERP Analytics
    description: Fetches local search rankings
  - name: get_landing_matches
    domain: SERP Analytics
    description: Identifies landing page matches
  - name: get_landings_history
    domain: SERP Analytics
    description: Tracks landing page history
  - name: get_mentions
    domain: GenAI Visibility
    description: Retrieves GenAI mentions
  - name: get_keyword_citations
    domain: GenAI Visibility
    description: Gets citation data by keyword
  - name: get_bulk_citations
    domain: GenAI Visibility
    description: Processes bulk citation requests
  - name: get_site_citations
    domain: GenAI Visibility
    description: Fetches site-specific citations
  - name: llm_analytics
    domain: GenAI Visibility
    description: 'GenAI visibility analysis (views: stats, performance, channels, cross_channel, cross_llms)'
  - name: get_llm_filters
    domain: GenAI Visibility
    description: Returns available GenAI filters
  - name: get_people_also_ask
    domain: GenAI Visibility
    description: Retrieves people-also-ask data
  - name: list_brands
    domain: Brand Management
    description: Lists configured brands
  - name: create_brand
    domain: Brand Management
    description: Creates a new brand entry
  - name: update_brand
    domain: Brand Management
    description: Modifies an existing brand
  - name: delete_brands
    domain: Brand Management
    description: Removes brands
  - name: search
    domain: ChatGPT Deep Research
    description: Searches via ChatGPT Deep Research
  - name: fetch
    domain: ChatGPT Deep Research
    description: Retrieves content via ChatGPT Deep Research
- name: demandsphere-radar
  description: Hosted, no-auth MCP server exposing DemandSphere Radar data - AI frontier model tracker
    (65+ models with benchmarks/pricing) and Google algorithm update tracker (170+ updates, 2000-present).
  official: true
  version: 1.2.0
  transport: streamable-http
  url: https://www.demandsphere.com/mcp
  discovery: https://www.demandsphere.com/.well-known/mcp.json
  auth: none
  license: CC BY-NC 4.0
  tools:
  - name: get_ai_models
    description: List/filter frontier AI models with benchmarks and pricing
  - name: get_ai_model_by_id
    description: Get a single model's full record by ID
  - name: search_ai_models
    description: Search models by name or description
  - name: calculate_model_cost
    description: Calculate token costs (defaults to 1M in + 1M out if omitted)
  - name: get_providers
    description: List all tracked providers with model counts
  - name: get_algorithm_updates
    description: List/filter Google algorithm updates (2000-present)
  - name: search_algorithm_updates
    description: Search algorithm updates by name or description
  - name: get_server_info
    description: Check data freshness, model/update counts, and server version
  tools_capture: mcp/demandsphere-radar-tools.json
  probe:
    method: probed
    url: https://www.demandsphere.com/mcp
    request: JSON-RPC initialize + tools/list (anonymous, no auth challenge)
    http_status: 200
    protocol_version: '2025-03-26'
    server_info: demandsphere-radar 1.2.0
    tools_returned: 8
    checked: '2026-08-13'
deployment:
  mode: remote
  endpoint: https://www.demandsphere.com/mcp
  verified: probed
  probe: live
  tools: 8
  checked: '2026-08-12'
  source: catalog MCP census