Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for Fluent (ServiceNow SDK) Fluent MCP Server An $1 that brings $1 capabilities to AI-assisted development environments. Enables natural language interaction with ServiceNow SDK commands, API specifications, code snippets, and development resources. Key Features - **๐ค AI-Powered Error Analysis** - Intelligent diagnosis with root cause, solutions, and prevention tips (MCP Sampling) - **Complete SDK Coverage** - ServiceNow SDK commands: init, bu Published capability contract available. No trust telemetry is available yet. 18 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
@modesty/fluent-mcp is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
MCP server for Fluent (ServiceNow SDK) Fluent MCP Server An $1 that brings $1 capabilities to AI-assisted development environments. Enables natural language interaction with ServiceNow SDK commands, API specifications, code snippets, and development resources. Key Features - **๐ค AI-Powered Error Analysis** - Intelligent diagnosis with root cause, solutions, and prevention tips (MCP Sampling) - **Complete SDK Coverage** - ServiceNow SDK commands: init, bu
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 18 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Modesty
Artifacts
0
Benchmarks
0
Last release
0.1.1
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 18 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/modesty/fluent-mcp.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Modesty
Protocol compatibility
MCP
Auth modes
mcp, api_key, oauth
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
18 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
# Test with MCP Inspector npx @modelcontextprotocol/inspector npx @modesty/fluent-mcp # Or use in your MCP client (see Configuration below)
text
Create a new Fluent app in ~/projects/time-off-tracker to manage employee PTO requests
json
{
"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"
}
}
}
}text
Create a new Fluent app in ~/projects/asset-tracker for IT asset management
text
Show me the business-rule API specification and provide an example snippet
text
Build the app with debug output, then deploy it
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for Fluent (ServiceNow SDK) Fluent MCP Server An $1 that brings $1 capabilities to AI-assisted development environments. Enables natural language interaction with ServiceNow SDK commands, API specifications, code snippets, and development resources. Key Features - **๐ค AI-Powered Error Analysis** - Intelligent diagnosis with root cause, solutions, and prevention tips (MCP Sampling) - **Complete SDK Coverage** - ServiceNow SDK commands: init, bu
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.
init, build, install, dependencies, transform, download, clean, packThis MCP server implements the complete Model Context Protocol specification with the following capabilities:
The server leverages these MCP client capabilities when available:
Roots - Requests workspace roots from the client for context-aware operations
Sampling (MCP 2024-11-05) - Leverages client LLM for intelligent error analysis when SDK commands fail
FLUENT_MCP_ENABLE_ERROR_ANALYSIS environment variableElicitation (MCP 2024-11-05) - Interactive parameter collection for complex workflows
init_fluent_app - Prompts for missing project parameters (workingDirectory, template, appName, etc.)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
# 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
| 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
authparameter is auto-injected from the session for commands that require instance access. Useinit_fluent_appto establish working directory context for subsequent commands.
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 |
Core Types: acl, application-menu, business-rule, client-script, cross-scope-privilege, form, import-set, list, property, role, scheduled-script, script-action, script-include, scripted-rest, service-portal, table, ui-action, ui-page, ui-policy, user-preference
Table Types: column, column-generic
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
Requirements: Node.js 22.15.1+, npm 11.4.1+
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:
~/Library/Application Support/Claude/claude_desktop_config.json.vscode/mcp.json (use Command Palette: MCP: Add Server...)~/.gemini/settings.jsonVSCode 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_URLat 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.
Initialize Project
Create a new Fluent app in ~/projects/asset-tracker for IT asset management
Develop with Resources
Show me the business-rule API specification and provide an example snippet
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>
The MCP Inspector provides a web interface for testing MCP servers.
# Test published package
npx @modelcontextprotocol/inspector npx @modesty/fluent-mcp
# Or for local development
npm run build && npm run inspect
Objective: Access API specs and code snippets for business rules
Steps:
sn-spec://business-rule in the resource listsn-snippet://business-rule/0001Expected Results:
Objective: Verify SDK version and help information retrieval
Steps:
sdk_info from the tool listflag parameter to -vflag parameter to -hcommand parameter to buildExpected Results:
-lm) returns available Fluent metadata typesMIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key, oauth
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key",
"oauth"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/modesty/fluent-mcp#input",
"outputSchemaRef": "https://github.com/modesty/fluent-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:51.079Z",
"sourceUpdatedAt": "2026-02-24T19:46:51.079Z",
"freshnessSeconds": 4421491
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-16T23:58:22.079Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "Servicenow SDK",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "Fluent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "MCP Server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "sdk",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "DSL",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "domain specific language MCP",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:Servicenow SDK|supported|profile capability:Fluent|supported|profile capability:mcp|supported|profile capability:MCP Server|supported|profile capability:sdk|supported|profile capability:model-context-protocol|supported|profile capability:DSL|supported|profile capability:domain specific language MCP|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:51.079Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key, oauth",
"href": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:51.079Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/modesty/fluent-mcp#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:51.079Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Modesty",
"href": "https://github.com/modesty/fluent-mcp",
"sourceUrl": "https://github.com/modesty/fluent-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "18 GitHub stars",
"href": "https://github.com/modesty/fluent-mcp",
"sourceUrl": "https://github.com/modesty/fluent-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modesty-fluent-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to @modesty/fluent-mcp and adjacent AI workflows.