search_within — Ai Model Experiments MCP Tool Read-only
search_within
(search within) is one of 44 tools on the
Ai Model Experiments
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call search_within from your client
- Claude Code Ai Model Experiments search_within run in your project directory
- Claude Desktop Ai Model Experiments search_within ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor Ai Model Experiments search_within ~/.cursor/mcp.json
- VS Code Ai Model Experiments search_within .vscode/mcp.json
- Zed Ai Model Experiments search_within ~/.config/zed/settings.json
- Windsurf Ai Model Experiments search_within ~/.codeium/windsurf/mcp_config.json
- Cline Ai Model Experiments search_within ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI Ai Model Experiments search_within ~/.gemini/settings.json
- Grok Ai Model Experiments search_within .mcp.json (in your project root)
- ChatGPT Ai Model Experiments search_within Settings → Connectors → Advanced → Developer mode
- Claude.ai Ai Model Experiments search_within Settings → Connectors → Add custom connector
- LangChain Ai Model Experiments search_within pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http ai-model-experiments https://gateway.pipeworx.io/ai-model-experiments/mcpOther tools on this server
- ask_pipeworx
- ask_pipeworx_beta
- ask_pipeworx_grounded
- deep_research
- discover_tools
- resolve_entity
- compare_entities
- subscribe
- unsubscribe
- list_subscriptions
- recent_alerts
- entity_profile
- recent_changes
- validate_claim
- company_facts
- 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
- pipeworx_trending
- suggest_questions
- generate_llms_txt
- ai_visibility_check
- scan_competitor_ai_presence
- pipeworx_feedback
- remember
- recall
- forget
- experiment_models
- experiment_estimate
- experiment_create
- experiment_status
- experiment_results
- experiment_list
- experiment_cancel
- experiment_topup
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 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.