Skip to main content
Glama

Route the right tool for a need

route_project

Given a description of your project or problem, returns the best-matching tools and libraries ranked with reasons, install commands, and documentation URLs.

Instructions

Given a free-text description of what you're building or the problem you need to solve (Hebrew or English), returns the best-matching tools/libraries/skills from the Vibe Code catalog (vibe-code-best-practices.vercel.app), ranked with reasons, install command and docs URL. Use this whenever the user asks 'which tool/library should I use for X'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
needYesWhat you want to build or the problem to solve. Hebrew or English.
platformNoFilter/boost by platform.
domainNoRestrict to one domain key: getting-started, modern-stack, web, mobile, design, ai-agents, skills, mcp, dev-tools, learning.
limitNoMax results (default 8).
Behavior4/5

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

No annotations provided, so description carries full burden. It describes the output (ranked list with reasons, install command, docs URL) but does not cover edge cases like ambiguous queries or catalog unavailability. Behavior is fairly transparent for a read-only query tool.

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, no wasted words. First sentence covers functionality and output, second gives usage guideline. Front-loaded and efficient.

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?

Covers core output (ranked with reasons, install command, docs URL) and all 4 parameters are well-documented. Lacks specification of return format, but overall complete for a tool with no output schema.

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 coverage is 100%, baseline 3. The description adds slight context for 'need' (free-text description) but not much beyond schema for other parameters. No improvement beyond baseline.

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: given a free-text description of a need, it returns best-matching tools from a catalog. It includes input/output details and distinguishes from siblings by specifying the exact use case ('which tool/library should I use for X').

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

Usage Guidelines4/5

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

Provides explicit when-to-use guidance: 'Use this whenever the user asks which tool/library should I use for X.' No exclusions or alternatives mentioned, but the context is clear for typical scenarios.

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/arielaizn/vibe-code-mcp'

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