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