Measures the fraction of retrieved RAG context chunks that are relevant to the question, providing a precision score to diagnose retriever noise and quality.
Apache 2.0
472,946 tools. Updated 2026-08-24 05:38
"A tool or method for searching a codebase and providing relevant context" matching MCP tools:
- Execute multi-step AI workflows with reduced context usage by keeping intermediate results in the workflow engine, supporting multiple model calls and tool integrations.MIT
- Discover available API toolsets with descriptions, tool counts, and examples to identify relevant tools before searching.MIT
- Ask programming questions and get explanations from Kimi's model without codebase context. Use for algorithms, code reviews, or general coding advice.MIT
- Analyze your codebase to identify which threats from your threat model are already mitigated, and generate a markdown validation report.Apache 2.0
- Create a method in a file with optional visibility, static, async, return type, parameters, and body. Includes context fields for summary, rationale, and references.MIT
Matching MCP Servers
- AlicenseAqualityDmaintenanceMCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.11MIT
- FlicenseNot gradedqualityCmaintenanceLocal MCP server for A-share stock trading via Tonghuashun, offering account/position queries, buy/sell/cancel orders with risk controls and forced user confirmation; currently simulated with a reserved interface for real broker channels.
Matching MCP Connectors
Manage your Canvas coursework with quick access to courses, assignments, and grades. Track upcomin…
连板网A股复盘数据: 连板天梯/题材/情绪周期/龙虎榜游资/个股涨停史 (A-share daily review, free read-only)
- Search a codebase by concept, symbol, or file path to find relevant code files, symbols, and documentation pages. Use hybrid retrieval to return ranked results for later context retrieval.AGPL 3.0
- Delegate thinking, planning, and real-time web or Twitter/X search tasks to Grok by providing relevant context, files, and prompts for accurate responses.MIT
- Doubt every decision in a plan, resolve with real evidence from codebase or web, and flag remaining doubts for human review until the plan has no load-bearing doubts.MIT
- Generates suggestions for improving your app (UX, performance, retention) and your idea (positioning, monetization) by analyzing project context or codebase.MIT
- Search the Jambavan index for code symbols and snippets relevant to a query. Returns a ranked, token-budgeted context block of matching functions, classes, and types to inject into prompts.MIT
- Search a codebase using natural language queries. Returns relevant file paths with line ranges and suggested grep keywords for follow-up searches.MIT
- Search your indexed codebase to find relevant code patterns, usage examples, and architectural context. Supports intents for edit, refactor, or migrate with preflight readiness checks.Elastic 2.0
- Save context information to cache for later recall without recomputing. Store codebase overviews, file summaries, or analysis results to avoid re-reading.Apache 2.0
- Get a compact architecture summary of modules, routes, domain entities, hotspots, and visibility scores to identify where components live before digging into the codebase.MIT
- Find where a symbol is defined in your codebase, retrieving its file path, line number, and surrounding context.MIT
- Search a codebase using natural language, returning relevant file paths, line ranges, and suggested grep keywords for follow-up queries.MIT
- Search an indexed codebase with natural language queries to retrieve relevant code chunks that match your intent.AGPL 3.0
- Retrieve relevant code context for programming tasks by searching APIs, libraries, and SDKs with adjustable token limits.MIT
- Search and retrieve relevant programming context for APIs, libraries, and SDKs to assist with coding tasks and questions.MIT