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groeimetai

mcp-tool-discovery

by groeimetai

🤖 AI-powered ServiceNow development with 400+ MCP tools. Works with Claude, GPT, Gemini, Ollama & 75+ providers. Deploy widgets, manage incidents, automate workflows - all through natural language. Open-source Build Agent alternative.

42🍴 9📅 Jan 23, 2026

SKILL.md


name: mcp-tool-discovery description: This skill should be used when the user asks about "available tools", "what tools", "how to find tools", "tool search", "MCP servers", "list tools", "discover tools", "which tools", or needs guidance on discovering and using Snow-Flow MCP tools. license: Apache-2.0 compatibility: Designed for Snow-Code and ServiceNow development metadata: author: groeimetai version: "1.0.0" category: platform tools:

  • tool_search

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" })

Score

Total Score

75/100

Based on repository quality metrics

SKILL.md

SKILL.mdファイルが含まれている

+20
LICENSE

ライセンスが設定されている

+10
説明文

100文字以上の説明がある

+10
人気

GitHub Stars 100以上

0/15
最近の活動

1ヶ月以内に更新

+10
フォーク

10回以上フォークされている

0/5
Issue管理

オープンIssueが50未満

+5
言語

プログラミング言語が設定されている

+5
タグ

1つ以上のタグが設定されている

+5

Reviews

💬

Reviews coming soon