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Agent Skill · 研究检索

mcp-integration(MCP 集成)

mcp-integration 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

mcp-integration 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 68,166。

总安装 235周安装 10GitHub Stars 13下载 82核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:mcp-integration(MCP 集成)
来源仓库:https://github.com/sjnims/plugin-dev
仓库路径:skills/mcp-integration
安装命令:
npx skills add https://github.com/sjnims/plugin-dev --skill mcp-integration
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/sjnims/plugin-dev --skill mcp-integration

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

mcp-integration 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。它支持基于关键词、任务场景或来源线索进行信息匹配,适用于研究检索类需求。

通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 确认具体用法。安装前建议核实权限范围、维护状态,以及是否涉及联网、命令执行或文件读写操作。该技能适用于需要高效信息聚合的场景,但需人工核验其实际行为与项目需求是否匹配。

来源仓库内路径:skills/mcp-integration

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/sjnims/plugin-dev --skill mcp-integration;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

mcp-integration 怎么安装?

在终端执行 npx skills add https://github.com/sjnims/plugin-dev --skill mcp-integration。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

mcp-integration 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

mcp-integration 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

mcp-integration 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

mcp-integration 用的人多吗?

公开数据是累计安装 235 次,近一周安装 10 次,下载 82 次,GitHub 13 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

mcp-integration 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
mcp-integration

MCP 集成 · 本页

23513接触敏感数据未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

MCP Integration for Claude Code Plugins

Overview

Model Context Protocol (MCP) enables Claude Code plugins to integrate with external services and APIs by providing structured tool access. Use MCP integration to expose external service capabilities as tools within Claude Code.

Key capabilities:

  • Connect to external services (databases, APIs, file systems)
  • Provide 10+ related tools from a single service
  • Handle OAuth and complex authentication flows
  • Bundle MCP servers with plugins for automatic setup

MCP Server Configuration Methods

Plugins can bundle MCP servers in two ways:

Method 1: Dedicated.mcp.json (Recommended)

Create .mcp.json at plugin root:

{
  "database-tools": {
    "command": "${CLAUDE_PLUGIN_ROOT}/servers/db-server",
    "args": ["--config", "${CLAUDE_PLUGIN_ROOT}/config.json"],
    "env": {
      "DB_URL": "${DB_URL}"
    }
  }
}

Benefits:

  • Clear separation of concerns
  • Easier to maintain
  • Better for multiple servers

Method 2: Inline in plugin.json

Add mcpServers field to plugin.json:

{
  "name": "my-plugin",
  "version": "1.0.0",
  "mcpServers": {
    "plugin-api": {
      "command": "${CLAUDE_PLUGIN_ROOT}/servers/api-server",
      "args": ["--port", "8080"]
    }
  }
}

Benefits:

  • Single configuration file
  • Good for simple single-server plugins

MCP Scope System

MCP server configurations follow scope precedence: Local > Project > User.

ScopeStorageSharingBest For
Local~/.claude.json (project path)Private, current projectExperimental, sensitive credentials
Project.mcp.json in project rootVia version controlTeam-shared, project-specific
User~/.claude.json (global)All projectsPersonal utilities, cross-project

Plugin-bundled MCP servers (via .mcp.json or inline in plugin.json) auto-start when the plugin is enabled. They interact with user/project MCP configs — if a user has a server with the same name, scope precedence determines which loads.

Discovering MCP Servers

Find existing MCP servers for your plugin using PulseMCP, the comprehensive MCP server directory with 6,800+ servers.

Discovery workflow:

  1. Search PulseMCP using Tavily extract on https://www.pulsemcp.com/servers?q=[keyword]
  2. Evaluate results by classification (official vs community), popularity, and relevance
  3. Fetch detail pages for GitHub links and configuration examples
  4. Generate .mcp.json configuration based on server type

See references/server-discovery.md for detailed search instructions, URL patterns, and curated server recommendations by category.

MCP Server Types

stdio (Local Process)

Execute local MCP servers as child processes. Best for local tools and custom servers.

Configuration:

{
  "filesystem": {
    "command": "npx",
    "args": ["-y", "@modelcontextprotocol/server-filesystem", "/allowed/path"],
    "env": {
      "LOG_LEVEL": "debug"
    }
  }
}

Use cases:

  • File system access
  • Local database connections
  • Custom MCP servers
  • NPM-packaged MCP servers

Process management:

  • Claude Code spawns and manages the process
  • Communicates via stdin/stdout
  • Terminates when Claude Code exits

SSE (Server-Sent Events)

Connect to hosted MCP servers with OAuth support. Best for cloud services.

Configuration:

{
  "asana": {
    "type": "sse",
    "url": "https://mcp.asana.com/sse"
  }
}

Use cases:

  • Official hosted MCP servers (Asana, GitHub, etc.)
  • Cloud services with MCP endpoints
  • OAuth-based authentication
  • No local installation needed

Authentication:

  • OAuth flows handled automatically
  • User prompted on first use
  • Tokens managed by Claude Code

HTTP (REST API)

Connect to RESTful MCP servers with token authentication.

Configuration:

{
  "api-service": {
    "type": "http",
    "url": "https://api.example.com/mcp",
    "headers": {
      "Authorization": "Bearer ${API_TOKEN}",
      "X-Custom-Header": "value"
    }
  }
}

Use cases:

  • REST API-based MCP servers
  • Token-based authentication
  • Custom API backends
  • Stateless interactions

WebSocket (Real-time)

Connect to WebSocket MCP servers for real-time bidirectional communication.

Configuration:

{
  "realtime-service": {
    "type": "ws",
    "url": "wss://mcp.example.com/ws",
    "headers": {
      "Authorization": "Bearer ${TOKEN}"
    }
  }
}

Use cases:

  • Real-time data streaming
  • Persistent connections
  • Push notifications from server
  • Low-latency requirements

Environment Variable Expansion

All MCP configurations support environment variable substitution:

${CLAUDE_PLUGIN_ROOT} - Plugin directory (always use for portability):

{
  "command": "${CLAUDE_PLUGIN_ROOT}/servers/my-server"
}

User environment variables - From user's shell:

{
  "env": {
    "API_KEY": "${MY_API_KEY}",
    "DATABASE_URL": "${DB_URL}"
  }
}

Env vars support fallback values: ${VAR:-default_value}. If VAR is unset, default_value is used. Supported in command, args, env, url, and headers fields.

Best practice: Document all required environment variables in plugin README.

MCP Tool Naming

When MCP servers provide tools, they're automatically prefixed:

Format: mcp__plugin_<plugin-name>_<server-name>__<tool-name>

Example:

  • Plugin: asana
  • Server: asana
  • Tool: create_task
  • Full name: mcp__plugin_asana_asana__asana_create_task

MCP Resources

MCP servers can expose resources that Claude can access using the @ syntax:

Resource Syntax

@server-name:protocol://path

Examples:

@filesystem:file:///Users/me/project/README.md
@database:postgres://localhost/mydb/users
@github:https://github.com/user/repo

Using Resources in Prompts

Reference resources directly in your prompts:

Look at @filesystem:file:///path/to/config.json and suggest improvements

Claude will fetch the resource content and include it in context.

Resource Types

  • file:// - Local file system paths
  • https:// - HTTP resources
  • Custom protocols - Server-specific (postgres://, s3://, etc.)

MCP Prompts as Commands

MCP servers can expose prompts that appear as slash commands in Claude Code:

Format: /mcp__servername__promptname

Example:

  • Server github exposes prompt create-pr
  • Available as: /mcp__github__create-pr

MCP prompts appear alongside regular commands in the / menu. They accept arguments and execute the server's prompt template with Claude. This enables MCP servers to provide guided workflows beyond simple tool calls.

Plugin design note: If your MCP server exposes prompts, document their names and expected arguments in your plugin README so users can discover them.

Plugin-provided MCP prompts: If your plugin bundles an MCP server, that server can expose prompts that automatically become slash commands for users. This provides guided workflows beyond simple tool calls — for example, a /mcp__myserver__setup-project prompt that walks users through project configuration.

Tool Search

For MCP servers with many tools, use Tool Search to find relevant tools:

When to use:

  • Server provides 10+ tools
  • You don't know exact tool names
  • Exploring server capabilities

How it works:

  1. Claude Code indexes MCP tool names and descriptions
  2. Search by natural language or partial names
  3. Get filtered list of matching tools

Auto-Enable Behavior

Tool Search activates automatically when MCP servers collectively provide more tools than fit efficiently in Claude's context window (default threshold: 10% of context). Instead of loading all tool descriptions upfront, Claude searches for relevant tools on-demand.

Plugin design implications:

  • Many-tool servers: Tools may not be immediately visible; use descriptive tool names and descriptions
  • Documentation: Note tool search behavior in README if your server provides 20+ tools
  • Environment control: ENABLE_TOOL_SEARCH=auto:5 (custom 5% threshold) or ENABLE_TOOL_SEARCH=false (disable)

This feature is automatic - just ask Claude about available tools or describe what you want to do.

Using MCP Tools in Commands

Pre-allow specific MCP tools in command frontmatter:

---
allowed-tools: mcp__plugin_asana_asana__asana_create_task, mcp__plugin_asana_asana__asana_search_tasks
---

Wildcard (use sparingly):

---
allowed-tools: mcp__plugin_asana_asana__*
---

Best practice: Pre-allow specific tools, not wildcards, for security.

Lifecycle Management

Automatic startup:

  • MCP servers start when plugin enables
  • Connection established before first tool use
  • Restart required for configuration changes

Lifecycle:

  1. Plugin loads
  2. MCP configuration parsed
  3. Server process started (stdio) or connection established (SSE/HTTP/WS)
  4. Tools discovered and registered
  5. Tools available as mcp__plugin_...__...

Viewing servers: Use /mcp command to see all servers including plugin-provided ones.

Authentication Patterns

OAuth (SSE/HTTP)

OAuth handled automatically by Claude Code:

{
  "type": "sse",
  "url": "https://mcp.example.com/sse"
}

User authenticates in browser on first use. No additional configuration needed.

Token-Based (Headers)

Static or environment variable tokens:

{
  "type": "http",
  "url": "https://api.example.com",
  "headers": {
    "Authorization": "Bearer ${API_TOKEN}"
  }
}

Document required environment variables in README.

Environment Variables (stdio)

Pass configuration to MCP server:

{
  "command": "python",
  "args": ["-m", "my_mcp_server"],
  "env": {
    "DATABASE_URL": "${DB_URL}",
    "API_KEY": "${API_KEY}",
    "LOG_LEVEL": "info"
  }
}

Integration Patterns

Pattern 1: Simple Tool Wrapper

Commands use MCP tools with user interaction:

# Command: create-item.md

---

allowed-tools: `mcp__plugin_name_server__create_item`

Steps:

1. Gather item details from user
2. Use `mcp__plugin_name_server__create_item`
3. Confirm creation

Use for: Adding validation or preprocessing before MCP calls.

Pattern 2: Autonomous Agent

Agents use MCP tools autonomously:

# Agent: data-analyzer.md

Analysis Process:

1. Query data via `mcp__plugin_db_server__query`
2. Process and analyze results
3. Generate insights report

Use for: Multi-step MCP workflows without user interaction.

Pattern 3: Multi-Server Plugin

Integrate multiple MCP servers:

{
  "github": {
    "type": "sse",
    "url": "https://mcp.github.com/sse"
  },
  "jira": {
    "type": "sse",
    "url": "https://mcp.jira.com/sse"
  }
}

Use for: Workflows spanning multiple services.

Security Best Practices

Use HTTPS/WSS

Always use secure connections:

✅ "url": "https://mcp.example.com/sse"
❌ "url": "http://mcp.example.com/sse"

Token Management

DO:

  • ✅ Use environment variables for tokens
  • ✅ Document required env vars in README
  • ✅ Let OAuth flow handle authentication

DON'T:

  • ❌ Hardcode tokens in configuration
  • ❌ Commit tokens to git
  • ❌ Share tokens in documentation

Permission Scoping

Pre-allow only necessary MCP tools:

✅ allowed-tools: `mcp__plugin_api_server__read_data`, `mcp__plugin_api_server__create_item`

❌ allowed-tools: mcp__plugin_api_server__*

Managed MCP Controls (Enterprise)

Organizations can control MCP server access through managed settings.

Place managed-mcp.json at the system-wide managed settings path for exclusive control over MCP server configuration. Alternatively, use allow/deny lists in managed settings:

{
  "allowedMcpServers": [
    { "serverName": "github" },
    { "serverCommand": ["npx", "-y", "@company/mcp-server"] },
    { "serverUrl": "https://mcp.company.com/*" }
  ],
  "deniedMcpServers": [
    { "serverName": "untrusted-server" }
  ]
}

Matcher types:

  • serverName — Match by configured server name
  • serverCommand — Match by exact command array
  • serverUrl — Match by URL pattern (supports * wildcards)

These settings are configured by administrators and cannot be overridden by users or plugins.

Claude Code as MCP Server

Claude Code can itself act as an MCP server, exposing its capabilities to other tools:

claude mcp serve

This enables other MCP-compatible clients to use Claude Code's tools. Useful for building tool chains where Claude Code is one component.

Importing from Claude Desktop

Users who already have MCP servers configured in Claude Desktop can import them:

claude mcp add-from-claude-desktop

This copies MCP server configurations from Claude Desktop into Claude Code. Plugin developers should note that users may already have servers configured this way — avoid name conflicts with commonly used server names.

Dynamic Tool Updates

MCP servers can notify Claude Code when their available tools change at runtime using the list_changed notification. This enables servers that dynamically add or remove tools based on context (e.g., loading project-specific tools after initialization). Claude Code automatically re-discovers tools when list_changed fires, without requiring a restart.

Plugin design note: If your MCP server's available tools depend on runtime state, implement list_changed to ensure Claude Code always has an up-to-date tool list.

MCP Output Limits

MCP tool responses are subject to size limits:

  • Warning threshold: 10,000 tokens
  • Default maximum: 25,000 tokens (responses exceeding this are truncated)
  • Configuration: Set MAX_MCP_OUTPUT_TOKENS environment variable to adjust the maximum

Design MCP tools to return concise, relevant data. Use pagination or filtering for large datasets.

Error Handling

Connection Failures

Handle MCP server unavailability:

  • Provide fallback behavior in commands
  • Inform user of connection issues
  • Check server URL and configuration

Tool Call Errors

Handle failed MCP operations:

  • Validate inputs before calling MCP tools
  • Provide clear error messages
  • Check rate limiting and quotas

Configuration Errors

Validate MCP configuration:

  • Test server connectivity during development
  • Validate JSON syntax
  • Check required environment variables

Performance Considerations

Lazy Loading

MCP servers connect on-demand:

  • Not all servers connect at startup
  • First tool use triggers connection
  • Connection pooling managed automatically

Batching

Batch similar requests when possible:

# Good: Single query with filters
tasks = search_tasks(project="X", assignee="me", limit=50)

# Avoid: Many individual queries
for id in task_ids:
    task = get_task(id)

Testing MCP Integration

Local Testing

  1. Configure MCP server in .mcp.json
  2. Install plugin locally (.claude-plugin/)
  3. Run /mcp to verify server appears
  4. Test tool calls in commands
  5. Check claude --debug logs for connection issues

Validation Checklist

  • MCP configuration is valid JSON
  • Server URL is correct and accessible
  • Required environment variables documented
  • Tools appear in /mcp output
  • Authentication works (OAuth or tokens)
  • Tool calls succeed from commands
  • Error cases handled gracefully

MCP CLI Commands

For testing and managing MCP servers during development:

# Add servers
claude mcp add --transport stdio <name> -- <command> [args...]
claude mcp add --transport http <name> <url>
claude mcp add --transport http <name> <url> --header "Authorization: Bearer token"

# Manage servers
claude mcp list                    # List configured servers
claude mcp get <name>              # Show server details
claude mcp remove <name>           # Remove a server

# Advanced
claude mcp add-json <name> '<json>'           # Add from JSON config
claude mcp add-from-claude-desktop             # Import from Claude Desktop
claude mcp reset-project-choices               # Reset project MCP approval choices

Key flags: --scope (local/project/user), --env KEY=value, --callback-port (for OAuth).

Debugging

Enable Debug Logging

claude --debug

Look for:

  • MCP server connection attempts
  • Tool discovery logs
  • Authentication flows
  • Tool call errors

Common Issues

Server not connecting:

  • Check URL is correct
  • Verify server is running (stdio)
  • Check network connectivity
  • Review authentication configuration

Tools not available:

  • Verify server connected successfully
  • Check tool names match exactly
  • Run /mcp to see available tools
  • Restart Claude Code after config changes

Authentication failing:

  • Clear cached auth tokens
  • Re-authenticate
  • Check token scopes and permissions
  • Verify environment variables set

Quick Reference

MCP Server Types

TypeTransportBest ForAuth
stdioProcessLocal tools, custom serversEnv vars
SSEHTTPHosted services, cloud APIsOAuth
HTTPRESTAPI backends, token authTokens
wsWebSocketReal-time, streamingTokens

Configuration Checklist

  • Server type specified (stdio/SSE/HTTP/ws)
  • Type-specific fields complete (command or url)
  • Authentication configured
  • Environment variables documented
  • HTTPS/WSS used (not HTTP/WS)
  • ${CLAUDE_PLUGIN_ROOT} used for paths

Best Practices

DO:

  • ✅ Use ${CLAUDE_PLUGIN_ROOT} for portable paths
  • ✅ Document required environment variables
  • ✅ Use secure connections (HTTPS/WSS)
  • ✅ Pre-allow specific MCP tools in commands
  • ✅ Test MCP integration before publishing
  • ✅ Handle connection and tool errors gracefully

DON'T:

  • ❌ Hardcode absolute paths
  • ❌ Commit credentials to git
  • ❌ Use HTTP instead of HTTPS
  • ❌ Pre-allow all tools with wildcards
  • ❌ Skip error handling
  • ❌ Forget to document setup

Additional Resources

Reference Files

For detailed information, consult:

  • references/server-discovery.md - Find MCP servers using PulseMCP directory
  • references/server-types.md - Deep dive on each server type
  • references/authentication.md - Authentication patterns and OAuth
  • references/tool-usage.md - Using MCP tools in commands and agents

Example Configurations

Working examples in examples/:

  • stdio-server.json - Local stdio MCP server
  • sse-server.json - Hosted SSE server with OAuth
  • http-server.json - REST API with token auth
  • ws-server.json - WebSocket server for real-time communication

External Resources

Implementation Workflow

To add MCP integration to a plugin:

  1. Choose MCP server type (stdio, SSE, HTTP, ws)
  2. Create .mcp.json at plugin root with configuration
  3. Use ${CLAUDE_PLUGIN_ROOT} for all file references
  4. Document required environment variables in README
  5. Test locally with /mcp command
  6. Pre-allow MCP tools in relevant commands
  7. Handle authentication (OAuth or tokens)
  8. Test error cases (connection failures, auth errors)
  9. Document MCP integration in plugin README

Focus on stdio for custom/local servers, SSE for hosted services with OAuth.

平台分布

Codex

35.93%
按下载量换算29

Claude

31.05%
按下载量换算25

Cursor

19.29%
按下载量换算16

Gemini CLI

10.27%
按下载量换算8

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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