{"ok":true,"name":"grep_docs","description":"Search for exact text or regex patterns across documentation files. Returns all matching lines with their file locations and optional surrounding context. Best for: finding specific class/function names, locating exact error messages or code snippets, discovering all occurrences of a term, or pattern matching with regex. Unlike search_docs which ranks by relevance, this returns ALL matches in order. Use when you know precise terminology or need exhaustive results. Can return up to 500 matches vs","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["pattern","section"],"properties":{"context":{"type":"integer","default":0,"maximum":10,"minimum":0,"description":"Number of context lines to show before and after each match (default: 0)"},"pattern":{"type":"string","description":"Regular expression pattern to search for"},"section":{"enum":["all","llama-cloud","liteparse","llama-index-workflows","llama-index","for-agents","llama-cloud-reference/http","llama-cloud-reference/python","llama-cloud-reference/typescript"],"type":"string","description":"Filter docs to a specific section, or 'all' for the whole site.\n- all: every section below\n- llama-cloud: LlamaParse product guides and examples (document parsing, extraction, classification, index). API reference lives under the llama-cloud-reference/* sections.\n- liteparse: LiteParse — local PDF/DOCX/image parsing CLI and library, no cloud dependency.\n- llama-index-workflows: LlamaAgents — the agent workflow engine and llamactl deployment tool.\n- llama-index: LlamaIndex framework — core Python LLM framework (indexes, retrievers, query engines) and integrations.\n- for-agents: Agent tooling overview — hosted MCP servers, agent skills and plugins, workflow nodes, and programmatic access to these docs.\n- llama-cloud-reference/http: LlamaCloud HTTP API reference (Stainless-generated): endpoints, request/response schemas.\n- llama-cloud-reference/python: LlamaCloud Python SDK reference (Stainless-generated): classes, methods, types.\n- llama-cloud-reference/typescript: LlamaCloud TypeScript SDK reference (Stainless-generated): classes, methods, types."},"maxResults":{"type":"integer","default":100,"maximum":500,"minimum":1,"description":"Maximum number of matches to return (default: 100, max: 500)"},"caseSensitive":{"type":"boolean","default":false,"description":"Whether the search should be case-sensitive (default: false)"}},"additionalProperties":false},"serverUrl":"https://developers.llamaindex.ai/mcp","transport":"http","handshake":"ok","host":"developers.llamaindex.ai","score":34,"grade":"D","auth":"api-key","lastScannedAt":"2026-10-30T13:13:58.924Z","stale":false,"permalink":"https://agentboardai.app/mcp/developers.llamaindex.ai/grep_docs","page":"https://agentboardai.app/site/developers.llamaindex.ai"}