II.
SkillArea JSON
Structured · liveskill-area:mcp-server-implementation
MCP Server Implementation json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:mcp-server-implementation",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-cli-mcp.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "MCP Server Implementation",
"description": "Implementing Model Context Protocol servers — tool/resource\nschemas, capability negotiation, and lifecycle.\n",
"domains": [
"specialization:cli-mcp-development"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:mcp-server-implementation",
"to": "specialization:cli-mcp-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:mcp-server-implementation",
"to": "skill-area:mcp-stdio-transport",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:mcp-server-implementation",
"to": "skill-area:mcp-sse-transport",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:mcp-server-implementation",
"to": "skill-area:mcp-tool-design",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:mcp-server-implementation",
"to": "skill-area:mcp-resource-design",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
}
],
"incomingEdges": [
{
"from": "skill-area:cli-design",
"to": "skill-area:mcp-server-implementation",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:mcp-stdio-transport",
"to": "skill-area:mcp-server-implementation",
"kind": "requires_skill_area"
},
{
"from": "skill-area:mcp-sse-transport",
"to": "skill-area:mcp-server-implementation",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:ai-agents-conversational--csp-security-auditor",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--mcp-app-architect",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--mcp-migration-specialist",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ai-agents-conversational--mcp-ui-developer",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-protocol-expert",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-security-auditor",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-testing-expert",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-tool-designer",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-tool-documenter",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--mcp-transport-architect",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--plugin-system-architect",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--shell-portability-expert",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--terminal-accessibility-expert",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--tui-component-architect",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--argument-parser-setup",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-application-bootstrap",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-binary-distribution",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-command-structure-design",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-documentation-generation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-output-formatting",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-unit-integration-testing",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cli-update-mechanism",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--configuration-management-system",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--cross-platform-cli-compatibility",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--dashboard-monitoring-tui",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--interactive-form-implementation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--interactive-prompt-system",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-client-implementation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-resource-provider",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-server-bootstrap",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-server-monitoring-debugging",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-server-registry-discovery",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-server-security-hardening",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-server-testing-suite",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-tool-documentation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-tool-implementation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--mcp-transport-layer",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--package-manager-publishing",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--plugin-architecture-implementation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--progress-status-indicators",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--shell-completion-scripts",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--shell-script-development",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--tui-application-framework",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--mcp-app-scaffolding",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--mcp-app-verification",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--mcp-csp-investigation",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--mcp-host-styling-integration",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--single-file-bundling",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--code-signing-setup",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--config-migration-generator",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--cross-env-setup",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--cross-platform-path-handler",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--getopts-parser-generator",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--line-ending-normalizer",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-capability-declarator",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-error-code-mapper",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-inspector-integration",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-mock-client",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-resource-uri-designer",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-sdk-python-bootstrapper",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-sdk-typescript-bootstrapper",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-tool-schema-generator",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-transport-sse-setup",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--mcp-transport-websocket-setup",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--pkg-binary-builder",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--posix-shell-validator",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
}
]
}