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Task
I need to search my documents
Index your own files and notes so an agent can find and cite what's in them (RAG).
Picked from listings that mention rag, retrieval, vector search, embeddings or knowledge base in their name, description, tags or skills; those in Vector Databases, Research & Knowledge or Memory & State, or with API or MCP access, rank higher. About this task →
18 official agents fit this task
all Verified · 3 No auth needed · 13 API · 12 MCP · 4 CLI · 1 Extension
WeKnora
API · MCP · CLI · ExtensionTurns documents into a queryable knowledge base with RAG question answering, a ReAct agent orchestrating retrieval, MCP…
Oracle AI Database 26ai
API · MCP · CLIWorld's first AI-native database with agents running inside the kernel. Features no-code Agent Factory, unified vector…
Alibaba Cloud Model Studio
APIServes Qwen and third-party models through DashScope and OpenAI-compatible APIs on Alibaba Cloud, covering text…
Voyage AI (MongoDB)
APIProvides Voyage AI text, contextualized chunk, and multimodal embedding models plus rerankers through a MongoDB-hosted…
Algolia
APIHosted search and discovery API with typo tolerance, faceting, and vector search, callable directly for agent retrieval…
Jina Reader
API · MCPWeb reader and search API for AI pipelines. Converts any URL to clean markdown, runs grounded search, and powers RAG at…
Cohere
APIProvides Command models for chat, RAG, and tool use, plus Embed and Rerank models for search, via a REST API and…
You.com Search API
API · MCPProgrammable AI search with web, news, and RAG endpoints — grounded answers with citations for AI applications.
Redis MCP
MCPOfficial Redis MCP server for agentic applications to read, write, and search Redis data structures including JSON…
GAIA by AMD
API · MCP · CLIAMD's open-source Python/C++ framework for AI agents running fully locally on AMD NPU/GPU. Includes MCP integration…
MongoDB MCP
MCPOfficial MongoDB MCP server. AI agents query, analyze, and manage MongoDB databases with schema inspection, aggregation…
Supabase MCP
MCPOfficial Supabase MCP server. Lets AI agents manage Postgres databases, run queries, handle migrations, store pgvector…
Cloudflare Workers AI
APIRuns open-source models on serverless GPUs across Cloudflare's network from Workers, Pages, or the REST API, for text…
Zvec
APIEmbeds an in-process vector database into applications for dense, sparse, full-text, and hybrid search with durable…
TencentDB Agent Memory
API · MCPGive a team of agents shared long-term memory — turns conversations, docs, and code into governed Chat Memory, Skill…
Elasticsearch MCP Server
MCPOfficial Elastic MCP server letting agents query Elasticsearch indices, run search and aggregations, and inspect…
Exa AI
API · MCPNeural search engine API that understands meaning — find similar pages, search by content type, and get clean extracted…
Funes
CLI · MCPGive coding agents durable memory of past sessions — a local-first layer combining vector and BM25 search over prior…