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
228,619 tools. Last updated 2026-06-23 20:21
"A tool or method for searching a codebase and providing relevant context" matching MCP tools:
- 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
- Retrieves relevant context for a query, limited by token budget, to inject memory efficiently.MIT
- Scan and analyze a codebase using tree-sitter AST analysis to produce a structured context payload. Enables deep codebase understanding for code review, refactoring, and planning.MIT
- 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
- Search a codebase using natural language queries. Returns relevant file paths with line ranges and suggested grep keywords for follow-up searches.MIT
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- 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
- Retrieve all tool categories and their tool counts to understand the available tool landscape before searching.MIT
- Find all locations in the codebase where a specific function or method is called, with details on file, line, and resolved call targets.
- Retrieve a ranked, token-capped briefing of the most important context for your codebase, including cluster summaries, recent decisions, and active problems. Prime your session efficiently.MIT
- 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
- Rename code symbols across your entire codebase to maintain consistency and improve readability. This tool updates all references to the symbol automatically.MIT
- Register or update codebase area ownership for a workflow, defining responsibilities and dependencies.MIT
- Get answers to questions about any codebase using AI with full repository context. Combines static analysis and key file contents for evidence-based responses.MIT
- Orchestrates creation or update of AGENTS.md by scanning the codebase and providing step-by-step instructions for AI agents.MIT
- Search codebases using natural language queries to locate relevant code snippets. Automatically indexes projects to provide up-to-date results with file paths and line numbers for development workflows.Apache 2.0
- Extract method signatures and types from multiple code files simultaneously using glob patterns or file lists to explore codebase structure efficiently.MIT
- Retrieve relevant code examples and documentation for programming tasks by searching APIs, libraries, and SDKs to provide contextual information for development work.MIT
- Extract a focused subgraph context for a specific query. Use to narrow down broad chat sessions to relevant technical details.MIT