Skip to main content
Glama
Eclipse-Cj

Paper Distill MCP Server

pool_refresh

Refresh paper search pool by querying nine academic APIs including OpenAlex and PubMed. Use when pool is exhausted or adding a new research topic.

Instructions

Refresh the paper search pool by querying 9 academic APIs.

Call this when pool is exhausted or when adding a new research topic. Searches: OpenAlex, Semantic Scholar, PubMed, arXiv, Papers with Code, CrossRef, Europe PMC, bioRxiv, DBLP.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicNoOptional single topic key to search (for new topics). If None, refreshes all topics.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses that 9 APIs are queried but doesn't mention potential side effects (e.g., rate limiting, latency) or safety profile. The listing of APIs adds some transparency, but behavioral details are limited.

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?

Three sentences with no wasted words. The purpose and usage are front-loaded, making it easy to parse quickly.

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

Completeness5/5

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

The description explains when to call and lists all APIs. With an output schema available (not shown), the return values are likely documented. For a tool with one optional parameter, this is complete.

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% and the parameter description is clear. The tool description doesn't add extra meaning beyond the schema, so baseline score applies.

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 'Refresh the paper search pool' and lists 9 specific APIs, making the action and resource unambiguous. It distinguishes from siblings like search_papers by focusing on batch pool refresh.

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?

Explicitly instructs to call when pool is exhausted or adding a new topic, providing clear context. While it doesn't mention when not to use or alternatives, the guidance is sufficient for typical usage.

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/Eclipse-Cj/paper-distill-mcp'

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