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Context7

RAG Frameworks · Freemium

Up-to-date, version-specific documentation retrieval for AI coding agents through MCP and API workflows.

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Exa

RAG Frameworks· exa.ai

Freemium

AI-native web search, crawling, and research API with MCP support for retrieval and grounding in production agent workflows.

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Product evaluation

Review Context7 for your team’s requirements before a technical pilot.

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Community support for Context7. Votes do not verify product usage.

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LangChain

RAG Frameworks· langchain.com

Open source

Framework for composing agents, RAG workflows, retrieval, and tool calls.

148,788
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Open source
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pgContext

RAG Frameworks· github.com

Open source

Apache-licensed AI search engine built directly into Postgres for semantic retrieval and agent context workflows.

266
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Open source
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RAGFlow

RAG Frameworks· ragflow.io

Open source

RAGFlow is an open-source RAG engine with document understanding, hybrid search, and agent orchestration for building production retrieval workflows over complex files.

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JavaScript

Detected in linked setup sources

npm
npm install -g ctx7
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