ask_pipeworx_beta — College Scorecard MCP Tool
ask_pipeworx_beta
(ask pipeworx beta) is one of 38 tools on the
College Scorecard
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call ask_pipeworx_beta from your client
- Claude Code College Scorecard ask_pipeworx_beta run in your project directory
- Claude Desktop College Scorecard ask_pipeworx_beta ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor College Scorecard ask_pipeworx_beta ~/.cursor/mcp.json
- VS Code College Scorecard ask_pipeworx_beta .vscode/mcp.json
- Zed College Scorecard ask_pipeworx_beta ~/.config/zed/settings.json
- Windsurf College Scorecard ask_pipeworx_beta ~/.codeium/windsurf/mcp_config.json
- Cline College Scorecard ask_pipeworx_beta ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI College Scorecard ask_pipeworx_beta ~/.gemini/settings.json
- Grok College Scorecard ask_pipeworx_beta .mcp.json (in your project root)
- ChatGPT College Scorecard ask_pipeworx_beta Settings → Connectors → Advanced → Developer mode
- Claude.ai College Scorecard ask_pipeworx_beta Settings → Connectors → Add custom connector
- LangChain College Scorecard ask_pipeworx_beta pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http college-scorecard https://gateway.pipeworx.io/college-scorecard/mcp
Other tools on this server
- ask_pipeworx
- 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
- 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
- search_schools
- get_school
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.