deep_research — College Scorecard MCP Tool
deep_research
(deep research) 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 deep_research from your client
- Claude Code College Scorecard deep_research run in your project directory
- Claude Desktop College Scorecard deep_research ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor College Scorecard deep_research ~/.cursor/mcp.json
- VS Code College Scorecard deep_research .vscode/mcp.json
- Zed College Scorecard deep_research ~/.config/zed/settings.json
- Windsurf College Scorecard deep_research ~/.codeium/windsurf/mcp_config.json
- Cline College Scorecard deep_research ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI College Scorecard deep_research ~/.gemini/settings.json
- Grok College Scorecard deep_research .mcp.json (in your project root)
- ChatGPT College Scorecard deep_research Settings → Connectors → Advanced → Developer mode
- Claude.ai College Scorecard deep_research Settings → Connectors → Add custom connector
- LangChain College Scorecard deep_research 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_beta
- ask_pipeworx_grounded
- search_within
- 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.