prediction_calibration — Uk Ons MCP Tool
prediction_calibration
(prediction calibration) is one of 50 tools on the
Uk Ons
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call prediction_calibration from your client
- Claude Code Uk Ons prediction_calibration run in your project directory
- Claude Desktop Uk Ons prediction_calibration ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor Uk Ons prediction_calibration ~/.cursor/mcp.json
- VS Code Uk Ons prediction_calibration .vscode/mcp.json
- Zed Uk Ons prediction_calibration ~/.config/zed/settings.json
- Windsurf Uk Ons prediction_calibration ~/.codeium/windsurf/mcp_config.json
- Cline Uk Ons prediction_calibration ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI Uk Ons prediction_calibration ~/.gemini/settings.json
- Grok Uk Ons prediction_calibration .mcp.json (in your project root)
- ChatGPT Uk Ons prediction_calibration Settings → Connectors → Advanced → Developer mode
- Claude.ai Uk Ons prediction_calibration Settings → Connectors → Add custom connector
- LangChain Uk Ons prediction_calibration pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http uk-ons https://gateway.pipeworx.io/uk-ons/mcpOther tools on this server
- ask_pipeworx
- ask_pipeworx_beta
- ask_pipeworx_grounded
- search_within
- deep_research
- discover_tools
- resolve_entity
- compare_entities
- subscribe
- unsubscribe
- list_subscriptions
- recent_alerts
- entity_profile
- recent_changes
- validate_claim
- company_facts
- company_register_search
- scan_dependency
- bet_research
- polymarket_arbitrage
- polymarket_edges
- polymarket_kalshi_spread
- polymarket_fill_risk
- polymarket_edge_tracker
- kalshi_weather_edge
- resolution_audit
- resolution_diff
- release_calendar_markets
- updown_venue_compare
- updown_divergence_rate
- archive_evidence
- archive_compare
- research_row
- classify_row
- pipeworx_trending
- suggest_questions
- generate_llms_txt
- ai_visibility_check
- scan_competitor_ai_presence
- pipeworx_feedback
- remember
- recall
- forget
- uk_ons_list_datasets
- uk_ons_get_dataset
- list_editions
- get_version
- uk_ons_get_observations
- ons_timeseries
This list was read from the server itself, by connecting to it and calling tools/list on 14 November 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.