Skip to main content
Glama
cbyrohl

mcp-server-ads

by cbyrohl

ads_metrics

Read-only

Compute citation metrics including h-index, citation counts, and time-series histograms for astrophysics papers using NASA ADS data to analyze research impact.

Instructions

Compute citation metrics for a set of papers.

Returns h-index, g-index, i10-index, citation counts, read counts, and time-series histograms. Works for 1 to ~2000 bibcodes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bibcodesYesList of bibcodes to compute metrics for
typesNoMetric types to compute. Options: 'basic', 'citations', 'indicators', 'histograms'. Default: all.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, indicating a safe read operation. The description adds useful context about the return values (specific metrics and histograms) and the bibcode limit (~2000), which helps set expectations beyond the annotations. However, it does not detail rate limits, auth needs, or error handling.

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?

The description is front-loaded with the core purpose, followed by return details and scope. Both sentences are essential: the first defines the action and output, the second adds critical constraints. There is no wasted text, making it highly 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?

Given the complexity (2 parameters, 100% schema coverage, output schema exists, annotations provided), the description is mostly complete. It explains what the tool does, what it returns, and operational limits. However, it could benefit from more explicit usage guidelines relative to siblings, but the output schema reduces the need to detail return values.

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%, with clear descriptions for both parameters (bibcodes and types). The description adds minimal value beyond the schema, as it does not explain parameter interactions or provide additional semantics. With high schema coverage, the baseline score of 3 is appropriate.

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 verb 'compute' and resource 'citation metrics for a set of papers', specifying what metrics are returned (h-index, g-index, etc.) and the scope (1 to ~2000 bibcodes). It distinguishes from siblings like ads_search or ads_bigquery by focusing specifically on metric computation rather than searching, querying, or exporting.

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

Usage Guidelines3/5

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

The description implies usage for computing citation metrics given bibcodes, but does not explicitly state when to use this tool versus alternatives like ads_citation_helper or ads_search. It provides a scope (1-2000 bibcodes) but lacks explicit guidance on prerequisites or exclusions.

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/cbyrohl/mcp-server-ads'

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