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Zen of Languages MCP Server
MCPOfficialOpen SourceMIT31.4
by Anselmoo • Uncategorized
An MCP server providing multi-language idiomatic code analysis and actionable feedback for AI assistants and developers.
Example Use Cases
- 1
Idiomatic and structural code analysis across multiple programming languages.
- 2
Generate remediation prompts and prioritized fix tasks for code quality improvements.
- 3
Integrate language-aware code quality checks into IDEs and CI pipelines.
Description
Zen of Languages codifies best practices into machine-readable rules across programming languages, CI automation, and configuration formats. It enables AI agents and developers to get language-aware feedback, severity-ranked violations, and remediation prompts directly in their editors or CI workflows. The server supports multiple languages and frameworks with rule-driven pipelines, improving code quality through interactive, context-aware analysis and fixes.
Capabilities(19 total)
Tools (16)
detect_languages
Return supported language list for analysis.
repo_path:string*
analyze_zen_violations
Analyze a code snippet against zen rules with stricter request-quality guardrails and richer telemetry metadata.
code:string*language:string*severity_threshold:anyperspective:stringproject_as:anyenable_external_tools:booleanallow_temporary_runners:boolean
generate_prompts
Generate remediation prompts with MCP-first guidance metadata and v2 versioned prompt semantics.
code:string*language:string*perspective:stringproject_as:anyenable_external_tools:booleanallow_temporary_runners:boolean
analyze_repository
Analyze a repository path and return per-file analysis results.
repo_path:string*languages:anymax_files:integerenable_external_tools:booleanallow_temporary_runners:boolean
analyze_batch
Analyse a repository path and return token-budgeted, paginated violations designed for LLM context windows. Highest-severity violations appear first. Pass the returned cursor to resume from the next page.
path:string*language:string*cursor:anymax_tokens:integermax_files:integerenable_external_tools:booleanallow_temporary_runners:boolean
Prompts (1)
zen_remediation_prompt
Generate a remediation prompt scaffold for violations in a language.
languageviolations
Resources (2)
zen_config_resource
Read-only resource exposing current configuration and active overrides.
URI: zen://configMIME: text/plain
zen_languages_resource
Read-only resource listing language principle and detector coverage counts.
URI: zen://languagesMIME: text/plain
Quick Actions
Security
Scanned 1 month(s) agoRisk Level
LOW
Reads external data but no write or execute capability
Trust Score
C61/100
11/17 checks passed
Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.
Quick Stats
Service TypeMCP
Pricing ModelFree
Capabilities16 Tools / 1 Prompts / 2 Resources
OwnerAnselmoo
CategoryUncategorized
DependenciesStandalone
Tags
clicopilotdevelopmentmcpmcp-serverpythontypertypescriptvibe-codingzen