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mcp-tool-discoveryMCP tool discovery 搜索

Agent Skill

mcp-tool-discovery 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。

总安装

1,552

周安装

66

GitHub Stars

63

下载量

544
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

3

许可证

MIT

最后核验

2026-05-01

来源状态

来源可访问

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-tool-discovery(MCP tool discovery 搜索)
来源仓库:https://github.com/groeimetai/snow-flow
仓库路径:skills/mcp-tool-discovery
安装命令:
npx skills add https://github.com/groeimetai/snow-flow --skill mcp-tool-discovery
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/groeimetai/snow-flow --skill mcp-tool-discovery

简介

用于查找、检索和筛选相关信息。mcp-tool-discovery 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

  • 适合在关键词搜索或任务场景中快速定位候选结果。
  • 通过 GitHub 安装,建议核验权限范围和联网行为。
  • 使用前应确认维护状态及是否会触发文件读写操作。
  • 可结合原始 README 进一步了解具体用法。

SKILL.md

MCP Tool Discovery Guide

Snow-Flow provides 400+ tools via MCP (Model Context Protocol) servers. Tools are lazy-loaded to save tokens - use tool_search to discover them.

Quick Start

// Find tools for a specific task
tool_search({ query: "incident" }) // ServiceNow incidents
tool_search({ query: "widget" }) // Widget development
tool_search({ query: "update set" }) // Update Set management
tool_search({ query: "cmdb" }) // CMDB operations

Tool Categories

ServiceNow Core Operations

QueryTools Found
"incident"Incident CRUD, metrics, SLA
"change"Change requests, CAB, risk
"problem"Problem management, known errors
"cmdb"CI search, relationships, discovery
"user lookup"User/group queries
"query table"Universal table queries

ServiceNow Development

QueryTools Found
"widget"Widget create/update/sync
"business rule"BR creation and management
"script include"Reusable scripts
"client script"Client-side scripts
"ui policy"Form policies
"ui action"Buttons and links
"update set"Update Set lifecycle
"snow deploy"Artifact deployment

ServiceNow Platform

QueryTools Found
"flow designer"Flow/subflow creation
"workspace"Workspace builder
"catalog"Service catalog items
"knowledge"Knowledge articles
"notification"Email notifications
"scheduled job"Scheduled scripts
"rest"REST API integration
"import"Import sets, transform maps

Activity & Instance

QueryTools Found
"activity"Activity tracking (always available)
"instance info"Instance URL and config
"property"System properties
"logs"System logs

Enterprise (if enabled)

QueryTools Found
"jira"Jira issues, transitions, comments
"azure devops"Work items, boards, pipelines
"confluence"Pages, spaces, search
"github"Issues, PRs, workflows, releases
"gitlab"Issues, MRs, pipelines

Always-Available Tools

These tools are loaded by default (no discovery needed):

// Activity tracking
activity_start({ source, storyTitle, storyType, ... })
activity_update({ activityId, status, summary })
activity_complete({ activityId, summary })
activity_add_artifact({ activityId, artifactType, ... })

// Core tool discovery
tool_search({ query, enable: true })

How tool_search Works

  1. Search - Finds tools matching your query
  2. Enable - Automatically enables found tools for your session
  3. Use - Call the discovered tool by name
// Step 1: Search
tool_search({ query: "jira" })
// Returns: jira_search_issues, jira_get_issue, jira_create_issue, ...

// Step 2: Call discovered tool
jira_search_issues({ jql: "project = PROJ AND status = Open" })

Search Tips

Be Specific

// Too broad - may not find what you need
tool_search({ query: "github" }) // Returns 20+ tools

// More specific - finds exactly what you need
tool_search({ query: "github content" }) // File content tools
tool_search({ query: "github repository" }) // Repo info tools
tool_search({ query: "github pull request" }) // PR tools

Search by Action

tool_search({ query: "create incident" })
tool_search({ query: "update widget" })
tool_search({ query: "query cmdb" })
tool_search({ query: "deploy business rule" })

Search by Table

tool_search({ query: "sys_script_include" })
tool_search({ query: "sp_widget" })
tool_search({ query: "sysevent_email_action" })

Tool Naming Patterns

Tools follow consistent naming patterns:

PatternExamplePurpose
snow_*snow_query_tableServiceNow operations
snow_deploy_*snow_deploy_widgetArtifact creation
snow_update_*snow_update_set_manageUpdate operations
jira_*jira_search_issuesJira integration
azdo_*azdo_search_work_itemsAzure DevOps
confluence_*confluence_create_pageConfluence
github_*github_create_issueGitHub
gitlab_*gitlab_create_mrGitLab

MCP Server Categories

Snow-Flow includes specialized MCP servers:

ServerPurposeExample Tools
ServiceNow UnifiedCore ServiceNow opsQuery, CRUD, scripts
ServiceNow DevelopmentArtifact managementDeploy, widget sync
ServiceNow AutomationScript executionBackground scripts
ServiceNow ITSMIT Service ManagementIncidents, changes
ServiceNow PlatformPlatform featuresFlows, workspaces
EnterpriseExternal integrationsJira, Azure, GitHub

Best Practices

  1. Discover Before Using - Always use tool_search first
  2. Be Specific - Narrow queries find better matches
  3. Check Results - Review tool descriptions before calling
  4. Enable by Default - enable: true is the default
  5. Silent Discovery - Don't tell users you're discovering tools

Troubleshooting

IssueSolution
Tool not foundTry different query terms
Too many resultsBe more specific in query
Tool doesn't workCheck parameters, may need auth
Enterprise tool missingVerify enterprise auth status

Example Workflows

Finding Incident Tools

// Discover
tool_search({ query: "incident" })

// Use discovered tools
snow_query_incidents({ filters: { active: true, priority: 1 } })
snow_create_incident({ short_description: "...", caller_id: "..." })

Finding Widget Tools

// Discover
tool_search({ query: "widget" })

// Use discovered tools
snow_find_artifact({ type: "widget", query: "incident" })
snow_widget_pull({ widget_name: "incident-dashboard", local_path: "./widgets" })

Finding Enterprise Tools

// Discover Jira tools
tool_search({ query: "jira" })

// Use discovered tools
jira_search_issues({ jql: "project = SNOW AND status = Open" })
jira_transition_issue({ issueKey: "SNOW-123", transition: "In Progress" })

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

04

需要参考平台分布和安装热度时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Claude Code

27.82%
按下载量换算151

Gemini CLI

20.46%
按下载量换算111

Antigravity

16.89%
按下载量换算92

windsurf

13.64%
按下载量换算74

Codex

7.65%
按下载量换算42

OpenCode

3.07%
按下载量换算17

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

权限和风险

external-service

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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 warning/failed 结果,不能写成本站确认安全。

来源信息

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