Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for Agent Zone — infrastructure knowledge for AI agents agent-zone-mcp Infrastructure Knowledge MCP Server $1 $1 $1 $1 MCP server for $1 — vendor-neutral infrastructure knowledge, K8s validation, and execution templates for AI agents. Search 200+ articles, validate K8s manifests, get structured playbooks, and discover the right validation path for your infrastructure work. Free, no API key required. Features - **200+ infrastructure articles** — Kubernetes, networking, obs Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
agent-zone-mcp is best for mcp, mcp-server, agent-zone workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
MCP server for Agent Zone — infrastructure knowledge for AI agents agent-zone-mcp Infrastructure Knowledge MCP Server $1 $1 $1 $1 MCP server for $1 — vendor-neutral infrastructure knowledge, K8s validation, and execution templates for AI agents. Search 200+ articles, validate K8s manifests, get structured playbooks, and discover the right validation path for your infrastructure work. Free, no API key required. Features - **200+ infrastructure articles** — Kubernetes, networking, obs
Public facts
3
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Agent Zone
Artifacts
0
Benchmarks
0
Last release
0.2.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/statherm/agent-zone-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
Agent Zone
Protocol compatibility
MCP
Handshake status
UNKNOWN
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
4
Snippets
0
Languages
typescript
bash
npx agent-zone-mcp
bash
claude mcp add agent-zone -- npx agent-zone-mcp
json
{
"mcpServers": {
"agent-zone": {
"command": "npx",
"args": ["-y", "agent-zone-mcp"]
}
}
}text
https://api.agent-zone.ai/mcp
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for Agent Zone — infrastructure knowledge for AI agents agent-zone-mcp Infrastructure Knowledge MCP Server $1 $1 $1 $1 MCP server for $1 — vendor-neutral infrastructure knowledge, K8s validation, and execution templates for AI agents. Search 200+ articles, validate K8s manifests, get structured playbooks, and discover the right validation path for your infrastructure work. Free, no API key required. Features - **200+ infrastructure articles** — Kubernetes, networking, obs
Infrastructure Knowledge MCP Server
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s validation, and execution templates for AI agents.
Search 200+ articles, validate K8s manifests, get structured playbooks, and discover the right validation path for your infrastructure work. Free, no API key required.
npx agent-zone-mcp
claude mcp add agent-zone -- npx agent-zone-mcp
Add to your MCP config:
{
"mcpServers": {
"agent-zone": {
"command": "npx",
"args": ["-y", "agent-zone-mcp"]
}
}
}
For clients that support HTTP transport directly:
https://api.agent-zone.ai/mcp
| Tool | Description |
|---|---|
| search | Full-text search across all articles. Filter by category. |
| get_article | Retrieve full article content by ID (markdown + metadata). |
| list_categories | Browse all knowledge categories with article counts. |
| submit_feedback | Report helpful, inaccurate, or outdated content. |
| suggest_topic | Suggest missing topics for the knowledge base. |
| Tool | Description |
|---|---|
| list_templates | Search/filter infrastructure templates by validation path, tags, or query. |
| get_template | Get full template metadata including requirements and produces. |
| get_playbook | Get a structured step-by-step playbook, optionally filtered by validation path. |
| Tool | Description |
|---|---|
| select_validation_path | Describe your resources and needs, get the right validation path + templates + playbook. |
| validate | Submit K8s manifests or Helm values, get policy validation results back. |
This is a stdio-based MCP server that wraps the Agent Zone REST API. The npm package runs locally and communicates with api.agent-zone.ai over HTTPS. No API key, no account, no local database — just install and use.
A Streamable HTTP endpoint is also available at https://api.agent-zone.ai/mcp for clients that support remote MCP servers directly.
An agent needs to test a Helm chart and has Docker with 8GB RAM:
select_validation_path({work_type: "helm-chart", available_resources: ["docker"], resource_specs: {memory_mb: 8192}}) → recommends Path 3 (minikube) with matching templates and the validate-helm-chart playbook
list_templates({path: 3, query: "minikube"}) → finds setup templates
get_template({id: "local-full~minikube~profiles"}) → gets requirements and setup details
get_playbook({id: "validate-helm-chart", path: 3}) → structured steps with commands and success criteria
validate({type: "k8s-manifest", content: "apiVersion: apps/v1\nkind: Deployment..."}) → instant policy checks (resource limits, health probes, security, labels)
| Path | Name | Requirements | Detection Rate | |---|---|---|---| | 1 | Static Analysis | None | ~40% | | 2 | Local Lightweight | Docker | ~75% | | 3 | Local Full-Fidelity | Docker + 4GB+ RAM | ~90% | | 4 | Cloud Ephemeral | Cloud account | ~98% | | 5 | Free-Tier Cloud | Codespaces/free tier | ~85% |
The validate tool checks K8s manifests against 5 policies:
:latest or missing tag)app.kubernetes.io/name and app.kubernetes.io/version labelsMIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-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
Do not use if
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": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-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": "2026-04-17T05:11:18.422Z"
}
},
"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": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"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": "agent-zone",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "kubernetes",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "infrastructure",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-agents",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "knowledge-base",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "devops",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "security",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "observability",
"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|unknown|profile capability:mcp|supported|profile capability:mcp-server|supported|profile capability:agent-zone|supported|profile capability:kubernetes|supported|profile capability:infrastructure|supported|profile capability:ai-agents|supported|profile capability:knowledge-base|supported|profile capability:devops|supported|profile capability:security|supported|profile capability:observability|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Agent Zone",
"href": "https://agent-zone.ai",
"sourceUrl": "https://agent-zone.ai",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:11:15.834Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:11:15.834Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-statherm-agent-zone-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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