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Jayesh01323

FreshStack MCP

by Jayesh01323
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Python
Local

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
inspect_stackA

Detect Python version, package manager, resolved dependencies, and supported libraries.

Args: project_dir: Root directory of the Python project to inspect (defaults to current directory).

Returns: JSON string containing StackInfo with resolved versions and evidence sources.

resolve_constraintsA

Determine exact project dependency versions and retrieve authoritative version-specific constraints.

Identifies version-specific APIs, deprecated/forbidden patterns, recommended patterns, and authoritative evidence sources (documentation URLs, changelogs).

Args: task_description: Description of the coding task or feature to implement. libraries: Optional list or mapping of specific libraries to inspect (e.g. ['fastapi', 'pydantic']). project_dir: Root directory of the Python project (defaults to current directory).

Returns: JSON string containing ResolvedConstraints with verified rules and evidence.

freshness_auditA

Analyze Python code to detect deprecated APIs, version mismatches, and outdated patterns.

Uses deterministic static AST analysis grounded in authoritative documentation.

Args: code: Python source code snippet or module to audit. project_dir: Root directory of the Python project to ground version context against.

Returns: JSON string containing FreshnessAuditReport with detected violations, severity, and replacements.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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