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Context7 MCP 문서 서버 (LLM 코드 편집기용)

Context7 (Upstash)이 최신 라이브러리 문서와 코드 예제를 쿼리 시점에 직접 가져와서 AI 프롬프트에 주입합니다. 환각 API 및 구형 코드 생성을 방지합니다.

Context7 MCP 문서 서버 (LLM 코드 편집기용)란 무엇인가요?

Context7은 Upstash에서 제공하는 MCP 문서 서버로, LLM 기반 코드 편집기 (예: Claude Code, Cursor, Codex)에서 최신 라이브러리 문서와 버전별 코드 예제를 직접 프롬프트에 주입하여 잘못된 API나 오래된 코드 생성을 방지합니다. 쿼리 시점에 소스에서 직접 문서를 가져오므로 AI가 항상 정확하고 최신 정보를 바탕으로 코드를 생성할 수 있습니다. 설치 시 npx ctx7 setup 명령을 사용하며, 선택적으로 API 키(context7.com/dashboard에서 무료 발급)를 설정하여 더 높은 속도 제한을 이용할 수 있습니다. 이 스킬은 다양한 LLM 에이전트와 MCP 프로토콜을 지원하며, 터미널 하나의 명령으로 통합 설정이 완료됩니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/context7-mcp-documentation-server-llm-code-editors
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이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

문서

Context7 MCP 문서 서버 (LLM 코드 편집기용)은(는) 무엇을 하나요?

Context7 (Upstash)이 최신 라이브러리 문서와 버전별 코드 예제를 직접 AI 프롬프트에 주입합니다. 쿼리 시점에 소스에서 직접 문서를 가져와서 환각 API 및 구형 코드 생성을 방지합니다.

설치

환경에 맞는 업스트림 설치 또는 설정 경로를 사용하세요.

  • npx ctx7 setup
  • 나중에 생성된 설정을 제거하려면 npx ctx7 remove를 실행하세요. CLI를 전역으로 설치한 경우 (npm install -g ctx7), 해당 패키지는 npm uninstall -g ctx7로 별도로 제거하십시오.

기본 사용법 또는 시작 참고:

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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