Skip to main content
Glama
saichintamani

sai-roadmap-mcp

Get Certifications

get_certifications

Retrieve Sai Chintamani's certifications, with optional filtering by skill keyword such as Python or AI.

Instructions

Returns Sai Chintamani's certifications. Optionally filter by a skill keyword (e.g. 'Python', 'AI', 'SQL').

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
skillNoOptional skill keyword to filter certifications by
Behavior4/5

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

No annotations provided, so description carries full burden. Description clearly states the output (certifications) and optional filtering. Missing details on data freshness or pagination, but for a simple read operation it is adequate.

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?

Single sentence, no unnecessary words. Front-loaded with main action and provides filtering option efficiently.

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?

For a simple retrieval tool with one optional parameter, the description is sufficient. Lacks output schema, but overall complete enough for an agent to understand what it returns.

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?

Only one parameter 'skill' with description that aligns with schema. Schema coverage is 100%, so baseline is 3. Description adds no significant extra meaning beyond the schema.

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?

Clearly states the tool returns Sai Chintamani's certifications and mentions optional skill filter. Distinguishes from sibling tools (get_profile, get_projects, get_roadmap) by focusing on a specific resource type.

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?

Implicitly clear that this tool is for retrieving certifications of Sai Chintamani. Though it lacks explicit 'use this when' instructions or comparisons to siblings, the context is straightforward.

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/saichintamani/sai-roadmap-mcp'

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