Skip to main content
Glama
leesgit

claude-session-continuity-mcp

project_analyze

Analyze project structure to detect tech stack, framework, platform, and dependencies by scanning files. Provides structured analysis for configuration setup.

Instructions

Auto-detect a project's tech stack, framework, platform (Web/Android/Flutter/Server), directory structure, and dependency count by scanning its files. Read-only — does not persist results. Returns a structured analysis object. Use project_init to persist the detected configuration.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectYesProject name (must match a directory under apps/)
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden and does well by disclosing key behavioral traits: it's read-only, doesn't persist results, returns a structured analysis object, and involves file scanning. It could improve by mentioning any rate limits, error conditions, or performance characteristics.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences that are front-loaded with core functionality, zero waste, and efficiently convey purpose, behavior, and usage guidelines without unnecessary elaboration.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no annotations and no output schema, the description is quite complete for a read-only analysis tool: it explains what it does, behavioral constraints, and output format. It could slightly improve by hinting at the structure of the analysis object or any prerequisites.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents the single parameter 'project' with its description. The description adds no additional parameter details beyond what the schema provides, meeting the baseline for high coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose with specific verbs ('Auto-detect', 'scanning') and resources ('tech stack, framework, platform, directory structure, dependency count'), and distinguishes it from sibling 'project_init' by noting it's read-only and doesn't persist results.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to use this tool (for scanning and analysis) versus when to use 'project_init' (to persist configuration), and clarifies it's read-only with no persistence, providing clear alternative guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/leesgit/claude-session-continuity-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server