Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
DevX360 is an AI-powered DevOps analytics platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. <p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p> DevX360: AI-Powered DevOps Analytics Platform π Project Description **DevX360** is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineer Published capability contract available. No trust telemetry is available yet. 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
DevX360 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
DevX360 is an AI-powered DevOps analytics platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. <p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p> DevX360: AI-Powered DevOps Analytics Platform π Project Description **DevX360** is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineer
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Cos301 Se 2025
Artifacts
0
Benchmarks
0
Last release
Unpublished
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. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/COS301-SE-2025/DevX360.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
Cos301 Se 2025
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
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
0
Snippets
0
Languages
typescript
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
DevX360 is an AI-powered DevOps analytics platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. <p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p> DevX360: AI-Powered DevOps Analytics Platform π Project Description **DevX360** is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineer
DevX360 is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. Designed to address the rapid growth of the South African software industry (projected to reach USD 3.4 billion by 2030), this tool automates DevOps analytics, and visualization of critical performance indicators, enabling teams to achieve elite DevOps performance and experiment tracking via autonomous agents and LLM/AI integrations. Built with Node.js, React, and MongoDB; ships real-time metrics, dashboards, and predictive insights at production scale.
| Component | Technology/Framework | Justification | |---------------------|--------------------------------------------------------------------------------------------------------|----------------------------------------| | Frontend | <img src="https://raw.githubusercontent.com/github/explore/main/topics/react/react.png" width="24"/> React | Interactive dashboards & visualization | | Backend | <img src="https://raw.githubusercontent.com/github/explore/main/topics/nodejs/nodejs.png" width="24"/> Node.js (Express) | High-throughput API handling | | AI Analysis(Hosted) | <img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTpENkKrmMEnTEVg4hNLhje-ulIiVCpWRITxA&s" width="24"/> OpenAI API | Cloud-hosted AI for lightweight, scalable analysis | | AI Analysis(Local) | <img src="https://miro.medium.com/v2/resize:fit:1100/format:webp/1*UnUo_KuVO3gVcrwPqiAzAg.png" width="24"/> Ollama (Local LLM) | Offline, cost-free code analysis | | Data Processing | π Octokit | Reliable metric scheduling | | Database | <img src="https://raw.githubusercontent.com/github/explore/main/topics/mongodb/mongodb.png" width="24"/> MongoDB Atlas | Real-time capabilities & free tier | | Hosting | <img src="https://raw.githubusercontent.com/github/explore/main/topics/vercel/vercel.png" width="24"/> Vercel | Zero-cost deployment |
We use a collaborative workflow to manage progress and documentation.
Welcome to Team DOSKS! Weβre final-year Computer Science students at the University of Pretoria who love all things code, data, and UX. Get to know us below:
<details> <summary><strong>π‘οΈ Sipho Sehlapelo</strong> β Currently serving as the Project Manager, UI Engineer, and Designer</summary> <div>βIβm in my final year studying Computer Science at UP. Iβm driven by solving real-world problems with codeβwhether itβs building a full-stack web app in JavaScript or exploring data pipelines in Python. I love finding creative ways to bridge theory with hands-on projects.β
Find me on:
</div> </details> <details> <summary><strong>βοΈ Sibusiso Mngomezulu</strong> β Currently serving on the backend team as a Data Engineer, with major contributions to Service Engineering</summary> <div>βAs a final-year UP CS student, Iβm passionate about designing robust backend systems. I enjoy writing clean Node.js APIs, optimizing data flows in Python, and ensuring that every service scales efficiently. Iβm always curious about new patterns in distributed computing and I enjoy tinkering with open-source projects.β
Find me here:
</div> </details> <details> <summary><strong>π Kelsey Hamann</strong> β Currently serving on the backend as the Integration Engineer, and partially as a Data Engineer, Testing Engineer, and Architect. </summary> <div>βIβm wrapping up my CS degree at UP this year, with a deep interest in distributed systems and Python scripting. I find joy in breaking down complex architectures into maintainable modules and exploring container orchestration.β
Contact me here:
</div> </details> <details> <summary><strong>π¨ David Musa-Alsien</strong> β Currently serving as the Documentation Specialist, Testing Engineer, and partially as an Architect and DevOps Engineer. </summary> <div>βIn my final year at UP, I focus on crafting intuitive user experiences. Iβm passionate about accessibility and love turning data into interactive visual stories. I enjoy seeing how I can apply the coding concepts I learn in everyday life and using my skills to benefit those around me as well as myself.β
Contact me here:
</div> </details> <details> <summary><strong>πͺ Lwando Msindo</strong> β Currently serving on the frontend as a UI Engineer. </summary> <div>βAs a final-year Computer Science student at UP, I am passionate about how software works at its core. I enjoy shaping the logic that drives applications and designing abstractions that simplify complexity, now extending that mindset into UI/UX design.β
Contact me here:
</div> </details>Contact us here:
π§ Team Email: doskscapstone17@gmail.com
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
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-cos301-se-2025-devx360/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/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"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/COS301-SE-2025/DevX360#input",
"outputSchemaRef": "https://github.com/COS301-SE-2025/DevX360#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:49.627Z",
"sourceUpdatedAt": "2026-02-24T19:46:49.627Z",
"freshnessSeconds": 4440837
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T05:20:46.659Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:MCP|supported|contract"
}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-cos301-se-2025-devx360/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:49.627Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:49.627Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/COS301-SE-2025/DevX360#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:49.627Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Cos301 Se 2025",
"href": "https://github.com/COS301-SE-2025/DevX360",
"sourceUrl": "https://github.com/COS301-SE-2025/DevX360",
"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-cos301-se-2025-devx360/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub Β· 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 DevX360 and adjacent AI workflows.