paperwithcode-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| ALL_PROXY | No | Proxy for all outgoing HTTP requests | |
| HTTP_PROXY | No | Proxy for outgoing HTTP requests (HTTP) | |
| HTTPS_PROXY | No | Proxy for outgoing HTTP requests (HTTPS) | |
| PWC_TIMEOUT | No | Request timeout in seconds | 15.0 |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| resolve_code_link_toolA | Resolve an arXiv ID to a GitHub repository URL from the corresponding HF Papers page. |
| get_paper_details_toolB | Get detailed paper metadata including title, authors, abstract, GitHub repo, GitHub stars, AI summary, keywords, and upvotes. |
| read_paper_toolB | Fetch the full text of a paper as markdown. |
| list_daily_papers_toolA | List papers featured on Hugging Face Papers for a given date (YYYY-MM-DD format). Defaults to today. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 4 tools
Each tool has a clearly distinct purpose: getting metadata, listing daily papers, reading full text, and resolving code links. No overlap in functionality.
All tool names follow a consistent pattern: verb_noun_tool with descriptive verbs and nouns, all in snake_case.
Four tools is an appropriate number for a focused server covering paper retrieval and code linking, neither too few nor too many.
The tool set covers the main tasks of browsing daily papers, getting details, reading full text, and finding code repositories. A minor gap is the lack of search or filtering beyond date, but core functionality is present.