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MCP server · Developer Tools

Fluent-MCP

python package for creating MCP servers with embedded LLM reasoning

Unclaimed MIT last commit 6 months ago iot
61Good

Scored 17 days ago · breakdown

About Fluent-MCP

Fluent-MCP is an MCP server published by modesty in the Developer Tools category: python package for creating MCP servers with embedded LLM reasoning. It has been installed 0 times through Conduid.

The repository has 19 stars and 4 forks, with the last commit 6 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues (0) before depending on it in production.

Install

Install
npx fluent-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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README

Fluent MCP Server

An MCP server that brings ServiceNow Fluent SDK capabilities to AI-assisted development environments. Enables natural language interaction with ServiceNow SDK commands, API specifications, code snippets, and development resources.

Key Features

  • 🤖 AI-Powered Error Analysis - Intelligent diagnosis with root cause, solutions, and prevention tips (MCP Sampling)
  • Complete SDK Coverage - ServiceNow SDK commands: init, build, install, dependencies, transform, download, clean, pack
  • Rich Resources - API specifications, code snippets, instructions for 48+ metadata types
  • Auto-Authentication - Automatic auth profile detection and session management via environment variables
  • Session-Aware - Maintains working directory and auth context across commands

This MCP server implements the complete Model Context Protocol specification with the following capabilities:

Core

  • Resources - Provides 234+ resources across 48+ ServiceNow metadata types (API specs, instructions, snippets, prompts)
  • Tools - Exposes 9 ServiceNow SDK commands as MCP tools with full parameter validation
  • Prompts - Offers development workflow templates for common ServiceNow tasks
  • Logging - Structured logging for debugging and monitoring

Client Capabilities (used by this server)

The server leverages these MCP client capabilities when available:

  • Roots - Requests workspace roots from the client for context-aware operations

    • Falls back to project root when client doesn't provide roots
  • Sampling (MCP 2024-11-05) - Leverages client LLM for intelligent error analysis when SDK commands fail

    • Automatically analyzes command errors >50 characters
    • Provides structured diagnostics: root cause, solutions, prevention tips
    • Configurable via FLUENT_MCP_ENABLE_ERROR_ANALYSIS environment variable
  • Elicitation (MCP 2024-11-05) - Interactive parameter collection for complex workflows

    • init_fluent_app - Prompts for missing project parameters (workingDirectory, template, appName, etc.)
    • Supports both creation and conversion workflows with smart validation
    • Handles user acceptance/rejection of elicited data
  • Session Management - Tracks working directory per session for multi-project workflows

  • Root Fallback - Automatically falls back to MCP root context when no session directory is set

  • Error Handling - Comprehensive error messages with actionable guidance

  • Type Safety - Full TypeScript implementation with strict typing

Quick Start

# Test with MCP Inspector
npx @modelcontextprotocol/inspector npx @modesty/fluent-mcp

# Or use in your MCP client (see Configuration below)

Example prompt:

Create a new Fluent app in ~/projects/time-off-tracker to manage employee PTO requests

Available Tools

SDK Commands

Tool Description Key Parameters
sdk_info Get SDK version or help flag (-v/-h), command (optional for -h)
get-api-spec Get API spec or list all metadata types metadataType (optional, omit to list all)
init_fluent_app Initialize or convert ServiceNow app workingDirectory (required), template, from (optional)
build_fluent_app Build the application debug (optional)
deploy_fluent_app Deploy to ServiceNow instance auth (auto-injected), debug (optional)
fluent_transform Convert XML to Fluent TypeScript from, auth (auto-injected)
download_fluent_dependencies Download dependencies and type definitions auth (auto-injected)
download_fluent_app Download metadata from instance directory, incremental (optional)
clean_fluent_app Clean output directory source (optional)
pack_fluent_app Create installable artifact source (optional)

Note: Authentication is automatically configured at startup via environment variables. The auth parameter is auto-injected from the session for commands that require instance access. Use init_fluent_app to establish working directory context for subsequent commands.

Resources

Standardized URI patterns following MCP specification:

Resource Type URI Pattern Example Purpose
API Specs sn-spec://{type} sn-spec://business-rule API documentation and parameters
Instructions sn-instruct://{type} sn-instruct://script-include Best practices and guidance
Code Snippets sn-snippet://{type}/{id} sn-snippet://acl/0001 Practical code examples
Prompts sn-prompt://{id} sn-prompt://coding_in_fluent Development guides

Supported Metadata Types

Core Types: acl, application-menu, business-rule, client-script, cross-scope-privilege, email-notification, form, import-set, list, property, role, scheduled-script, script-action, script-include, scripted-rest, service-portal, sla, table, ui-action, ui-page, ui-policy, user-preference

Table Types: column, column-generic

Service Catalog: catalog-item, catalog-item-record-producer, catalog-ui-policy, catalog-client-script, catalog-variable, variable-set

Automation & Workflow: flow

Workspace & Analytics: workspace, dashboard

ATF (Automated Test Framework): atf-appnav, atf-catalog-action, atf-catalog-validation, atf-catalog-variable, atf-email, atf-form, atf-form-action, atf-form-declarative-action, atf-form-field, atf-reporting, atf-rest-api, atf-rest-assert-payload, atf-server, atf-server-catalog-item, atf-server-record

Configuration

Requirements: Node.js 22.15.1+, npm 11.4.1+

MCP Client Setup

Add to your MCP client configuration file:

{
  "mcpServers": {
    "fluent-mcp": {
      "command": "npx",
      "args": ["-y", "@modesty/fluent-mcp"],
      "env": {
        "SN_INSTANCE_URL": "https://your-instance.service-now.com",
        "SN_AUTH_TYPE": "basic",
        "SN_USER_NAME": "local-username",
        "SN_PASSWORD": "local-password"
      }
    }
  }
}

Client-Specific Locations:

  • Claude Desktop / macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • VSCode Copilot: .vscode/mcp.json (use Command Palette: MCP: Add Server...)
  • Cursor: Settings → Features → MCP Settings
  • Windsurf: Settings → Cascade → MCP Servers → View raw config
  • Gemini CLI: ~/.gemini/settings.json

VSCode note: For VSCode, the JSON structure uses "mcp": { "servers": { ... } } instead of "mcpServers".

Environment Variables:

Variable Description Default
SN_INSTANCE_URL ServiceNow instance URL for auto-auth validation -
SN_AUTH_TYPE Authentication method: basic or oauth oauth
SN_USER_NAME Username for basic auth (informational) -
SN_PASSWORD Password for basic auth (informational) -
FLUENT_MCP_ENABLE_ERROR_ANALYSIS Enable AI error analysis true
FLUENT_MCP_MIN_ERROR_LENGTH Minimum error length for analysis 50

Note: The server automatically detects existing auth profiles matching SN_INSTANCE_URL at startup. If a matching profile is found, it's stored in the session and auto-injected into SDK commands. If no profile exists, you'll be prompted to run the auth command manually.

Usage Examples

Typical Workflow

  1. Initialize Project

    Create a new Fluent app in ~/projects/asset-tracker for IT asset management
    
  2. Develop with Resources

    Show me the business-rule API specification and provide an example snippet
    
  3. Build and Deploy

    Build the app with debug output, then deploy it
    

Note: Authentication is automatically configured via environment variables (SN_INSTANCE_URL, SN_AUTH_TYPE). If you need to set up a new auth profile, run: npx @servicenow/sdk auth --add <instance-url> --type <basic|oauth> --alias <alias>

Testing with MCP Inspector

The MCP Inspector provides a web interface for testing MCP servers.

Launch Inspector

# Test published package
npx @modelcontextprotocol/inspector npx @modesty/fluent-mcp

# Or for local development
npm run build && npm run inspect

Test Scenarios

Scenario 1: Explore Business Rule Resources

Objective: Access API specs and code snippets for business rules

Steps:

  1. Launch Inspector and wait for server connection
  2. Navigate to Resources tab
  3. Find and click sn-spec://business-rule in the resource list
  4. Review the API specification showing all available methods and parameters
  5. Go back and search for sn-snippet://business-rule/0001
  6. Click the snippet to view a complete TypeScript example
  7. Verify content includes proper imports and follows Fluent patterns

Expected Results:

  • API spec displays structured documentation with method signatures
  • Snippet shows runnable TypeScript code with ServiceNow metadata patterns
  • Content is properly formatted and readable

Scenario 2: Test SDK Info Command

Objective: Verify SDK version and help information retrieval

Steps:

  1. Navigate to Tools tab
  2. Select sdk_info from the tool list
  3. Test Version:
    • Set flag parameter to -v
    • Click Execute
    • Verify response shows version number (e.g., "4.0.1")
  4. Test Help:
    • Set flag parameter to -h
    • Set command parameter to build
    • Click Execute
    • Verify response shows build command documentation with options
  5. Monitor Notifications pane for command execution logs

Expected Results:

  • Version command returns SDK version string
  • Help command returns detailed command documentation
  • List metadata (-lm) returns available Fluent metadata types
  • No errors in notifications pane
  • Commands execute within 2-3 seconds

License

MIT

README mirrored from the source repository 17 days ago. The original is authoritative.

Questions

About Fluent-MCP

How do I install Fluent-MCP?

Run npx fluent-mcp, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Fluent-MCP safe to use with an AI agent?

Its trust score is 61 out of 100 (good). It passes 0 of 1 static security checks; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Fluent-MCP still maintained?

The last commit was 6 months ago, with 0 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.