Xpersona

Crawler Summary

sdui-mcp-monti-apm answer-first brief

MCP server for Monti APM integration - exposes performance monitoring data via Model Context Protocol SDUI MCP Monti APM Server A Model Context Protocol (MCP) server that integrates with Monti APM to provide AI assistants with access to your Meteor application's performance monitoring data. Overview This MCP server exposes Monti APM data through the Model Context Protocol, allowing AI assistants like Claude Desktop to: - Retrieve system metrics (RAM, CPU, network, disk usage) - Query method execution traces for perfo Published capability contract available. No trust telemetry is available yet. 1 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

sdui-mcp-monti-apm 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 80/100

sdui-mcp-monti-apm

MCP server for Monti APM integration - exposes performance monitoring data via Model Context Protocol SDUI MCP Monti APM Server A Model Context Protocol (MCP) server that integrates with Monti APM to provide AI assistants with access to your Meteor application's performance monitoring data. Overview This MCP server exposes Monti APM data through the Model Context Protocol, allowing AI assistants like Claude Desktop to: - Retrieve system metrics (RAM, CPU, network, disk usage) - Query method execution traces for perfo

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal1 GitHub stars

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

1 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Coding Pioneers

Artifacts

0

Benchmarks

0

Last release

0.1.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/coding-pioneers/monti-apm-mcp.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Coding Pioneers

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

git clone <repository-url>
cd sdui-mcp-monti-apm
npm install

bash

cp .env.example .env

env

# Monti APM Configuration
MONTI_APP_ID=your_app_id_here
MONTI_APP_SECRET=your_app_secret_here
MONTI_API_URL=https://api.montiapm.com/core
MONTI_AUTH_URL=https://api.montiapm.com/auth

# Server Configuration  
PORT=4002
NODE_ENV=development

# Logging
LOG_LEVEL=info
LOG_FILE=./logs/mcp-monti.log

bash

npm run build

bash

npm start

json

{
  "mcpServers": {
    "monti-apm": {
      "command": "node",
      "args": ["/path/to/sdui-mcp-monti-apm/dist/index.js"],
      "env": {
        "MONTI_APP_ID": "your_app_id",
        "MONTI_APP_SECRET": "your_app_secret"
      }
    }
  }
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

MCP server for Monti APM integration - exposes performance monitoring data via Model Context Protocol SDUI MCP Monti APM Server A Model Context Protocol (MCP) server that integrates with Monti APM to provide AI assistants with access to your Meteor application's performance monitoring data. Overview This MCP server exposes Monti APM data through the Model Context Protocol, allowing AI assistants like Claude Desktop to: - Retrieve system metrics (RAM, CPU, network, disk usage) - Query method execution traces for perfo

Full README

SDUI MCP Monti APM Server

A Model Context Protocol (MCP) server that integrates with Monti APM to provide AI assistants with access to your Meteor application's performance monitoring data.

Overview

This MCP server exposes Monti APM data through the Model Context Protocol, allowing AI assistants like Claude Desktop to:

  • Retrieve system metrics (RAM, CPU, network, disk usage)
  • Query method execution traces for performance analysis
  • Access application errors and exceptions
  • Execute custom GraphQL queries against the Monti APM API
  • Get application information and configuration

Features

  • 🔐 Secure Authentication: JWT-based authentication with Monti APM API
  • 📊 System Metrics: Real-time performance monitoring data
  • 🔍 Method Tracing: Detailed execution traces for performance debugging
  • 🚨 Error Monitoring: Application errors and exceptions tracking
  • 🛠️ Custom Queries: Execute custom GraphQL queries against Monti APM
  • 📝 Comprehensive Logging: Structured logging with Winston
  • 🔄 Resource Caching: Efficient data retrieval with smart caching

Prerequisites

  • Node.js 18+
  • Existing Meteor application with Monti APM monitoring configured
  • Monti APM App ID and App Secret credentials

Installation

1. Clone and Install Dependencies

git clone <repository-url>
cd sdui-mcp-monti-apm
npm install

2. Environment Configuration

Copy the example environment file and configure your credentials:

cp .env.example .env

Edit .env with your Monti APM credentials:

# Monti APM Configuration
MONTI_APP_ID=your_app_id_here
MONTI_APP_SECRET=your_app_secret_here
MONTI_API_URL=https://api.montiapm.com/core
MONTI_AUTH_URL=https://api.montiapm.com/auth

# Server Configuration  
PORT=4002
NODE_ENV=development

# Logging
LOG_LEVEL=info
LOG_FILE=./logs/mcp-monti.log

3. Build the Project

npm run build

4. Test the Server

npm start

Usage

With Claude Desktop

Add the server to your Claude Desktop configuration file (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

{
  "mcpServers": {
    "monti-apm": {
      "command": "node",
      "args": ["/path/to/sdui-mcp-monti-apm/dist/index.js"],
      "env": {
        "MONTI_APP_ID": "your_app_id",
        "MONTI_APP_SECRET": "your_app_secret"
      }
    }
  }
}

Available Tools

1. Get System Metrics

getSystemMetrics(metric: 'RAM_USAGE' | 'CPU_USAGE' | 'NETWORK_IN' | 'NETWORK_OUT' | 'DISK_USAGE')

Retrieve system performance metrics with optional filtering by host and time range.

2. Get Method Traces

getMethodTraces(options?: { minDuration, maxDuration, host, userId, limit, since, until })

Analyze method execution traces to identify performance bottlenecks.

3. Get Application Errors

getErrors(options?: { limit, since, until, host, resolved })

Retrieve application errors and exceptions for debugging.

4. Run Custom Query

runMontiQuery(query: string, variables?: object)

Execute custom GraphQL queries against the Monti APM API.

5. Get App Info

getAppInfo()

Retrieve basic information about your monitored application.

6. Get Available Hosts

getAvailableHosts()

List all monitored hosts to identify development vs production deployments.

Host Filtering for Multi-Environment Monitoring

This MCP server supports filtering data by deployment host, perfect for separating development and production monitoring:

// List available hosts
getAvailableHosts()
// Returns: Development hosts (e.g., "MBPvonJMichael2.pioneers") and Production hosts

// Development environment monitoring
getSystemMetrics({host: "MBPvonJMichael2.pioneers", metric: "RAM_USAGE"})
getMethodTraces({host: "MBPvonJMichael2.pioneers", limit: 20})
getErrors({host: "MBPvonJMichael2.pioneers", limit: 10})

// Production environment monitoring
getSystemMetrics({host: "plaiground01-plAIground", metric: "RAM_USAGE"})
getMethodTraces({host: "plaiground01-plAIground", limit: 20})
getErrors({host: "plaiground01-plAIground", limit: 10})

// Compare CPU usage across environments
getSystemMetrics({host: "MBPvonJMichael2.pioneers", metric: "CPU_USAGE"})      // Dev
getSystemMetrics({host: "plaiground01-plAIground", metric: "CPU_USAGE"})       // Prod

Available Resources

  • monti://metric/{metric_type} - Access cached metric data
  • monti://trace/{trace_id} - Individual method trace details
  • monti://error/{error_id} - Specific error details
  • monti://app - Application information

Development

Scripts

# Development with hot reload
npm run dev

# Build for production
npm run build

# Start production server
npm start

# Lint code
npm run lint

# Format code
npm run format

Project Structure

src/
├── lib/
│   ├── logger.ts          # Winston logging configuration
│   ├── montiAuth.ts       # JWT authentication with Monti APM
│   └── montiClient.ts     # GraphQL client for Monti API
├── mcp/
│   └── schema.ts          # MCP tools and resources definitions
├── server.ts              # Main MCP server implementation
└── index.ts              # Application entry point

Security Considerations

  • Environment Variables: Never commit .env files containing credentials
  • Token Caching: JWT tokens are cached securely and refreshed automatically
  • Error Handling: Sensitive information is not exposed in error messages
  • Logging: Credentials are never logged in plain text

Configuration Options

| Variable | Description | Default | |----------|-------------|---------| | MONTI_APP_ID | Your Monti APM App ID | Required | | MONTI_APP_SECRET | Your Monti APM App Secret | Required | | MONTI_API_URL | Monti APM GraphQL API endpoint | https://api.montiapm.com/core | | MONTI_AUTH_URL | Monti APM authentication endpoint | https://api.montiapm.com/auth | | PORT | Server port (not used in MCP mode) | 4002 | | NODE_ENV | Environment mode | development | | LOG_LEVEL | Logging level | info | | LOG_FILE | Log file path | ./logs/mcp-monti.log | | DEV_HOST_PATTERNS | Development host patterns (comma-separated) | mbp,macbook,pioneers | | DEFAULT_HOST | Default host filter for tools | None | | DEFAULT_ENV_MODE | Default environment mode (dev, prod, all) | all |

Troubleshooting

Authentication Issues

If you're getting authentication errors:

  1. Verify your MONTI_APP_ID and MONTI_APP_SECRET are correct
  2. Check that your Meteor app is properly configured with Monti APM
  3. Ensure the credentials have appropriate permissions

Connection Issues

For API connection problems:

  1. Check your internet connection and firewall settings
  2. Verify the API URLs are accessible
  3. Check the server logs for detailed error messages

MCP Integration Issues

If Claude Desktop isn't recognizing the server:

  1. Verify the configuration file syntax is correct
  2. Check that the path to the built server is correct
  3. Restart Claude Desktop after configuration changes

Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes with appropriate tests
  4. Submit a pull request

License

MIT License - see LICENSE file for details.

Support

For issues specific to this MCP server, please open a GitHub issue.

For Monti APM support, visit https://docs.montiapm.com.

Related Projects

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

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

MCP
GITLAB_AI_CATALOGrmcp-actix-web

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

MCP
Agent hubMore from this sourceMCP agents
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/coding-pioneers/monti-apm-mcp#input",
  "outputSchemaRef": "https://github.com/coding-pioneers/monti-apm-mcp#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:13.084Z",
  "sourceUpdatedAt": "2026-02-24T19:45:13.084Z",
  "freshnessSeconds": 4422266
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-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": "2026-04-17T00:09:40.073Z"
    }
  },
  "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": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "monti-apm",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "performance-monitoring",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "meteor",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "graphql",
      "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:mcp|supported|profile capability:monti-apm|supported|profile capability:performance-monitoring|supported|profile capability:meteor|supported|profile capability:graphql|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-coding-pioneers-monti-apm-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:13.084Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:13.084Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/coding-pioneers/monti-apm-mcp#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:13.084Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Coding Pioneers",
    "href": "https://github.com/coding-pioneers/monti-apm-mcp",
    "sourceUrl": "https://github.com/coding-pioneers/monti-apm-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/coding-pioneers/monti-apm-mcp",
    "sourceUrl": "https://github.com/coding-pioneers/monti-apm-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-coding-pioneers-monti-apm-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-coding-pioneers-monti-apm-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · 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 sdui-mcp-monti-apm and adjacent AI workflows.

sdui-mcp-monti-apm | Xpersona MCP