Modelhub Port

io.github.CloudCorpRecordsPublished by GitHub account CloudCorpRecordsv0.1.0Updated Nov 3, 2026

Search and inspect Hugging Face models, datasets, spaces, papers and docs.

The publisher's own server: Port

VerifiedSTDIODesktop onlyKnowledge & Memory

Overview

Modelhub Port's local MCP server; no sign-in required; STDIO.

No AI overview yet: these facts come from the registry entry and the server itself.

Installation

In SourceWeft

  1. Open Modelhub Port in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

modelhub-port

modelhub-port lets an agent explore the Hugging Face Hub without leaving its tools: look up who a token belongs to, inspect a model, dataset, or space in detail, search across all three repository kinds, list a repository's files, search the daily papers, and search or fetch pages from the Hugging Face documentation. It works from the command line or as an MCP server.

No token is needed to get started. The public Hub endpoints work anonymously, so every tool except hf_whoami runs keyless. When HF_TOKEN is set (the HUGGING_FACE_HUB_TOKEN alias is also accepted), requests carry it as a Bearer token, which raises rate limits and unlocks private or gated content the token can see. hf_whoami is the one tool that needs a token, because its whole job is to say whose token it is; without one it answers with an error naming HF_TOKEN.

Install

bash
npx @reneturcios/modelhub-port search llama --limit 5

Or run the container image:

bash
docker run -i ghcr.io/cloudcorprecords/modelhub-port

The container defaults to the MCP server (see below). Pass CLI arguments to use it as a CLI instead.

CLI

bash
# Whose token is configured? (requires HF_TOKEN)modelhub-port whoami
# Repository details and file listingsmodelhub-port details meta-llama/Llama-3.1-8Bmodelhub-port details squad --type datasetsmodelhub-port files meta-llama/Llama-3.1-8B
# Search models (default), datasets, or spacesmodelhub-port search "text generation" --sort downloads --limit 10modelhub-port search --type datasets --author google
# Papers and documentationmodelhub-port papers "retrieval augmented generation"modelhub-port doc-search "fine-tuning"modelhub-port doc-fetch https://huggingface.co/docs/transformers/index
modelhub-port --version

Exit codes: 0 on success, 1 when a lookup fails (the error names the problem, including the HTTP status when the Hub answers with one), 2 for usage errors.

MCP server

One bin serves both faces. The mcp subcommand starts a stdio MCP server:

bash
npx -y @reneturcios/modelhub-port mcp

MCP client configuration:

json
{  "mcpServers": {    "modelhub-port": {      "command": "npx",      "args": ["-y", "@reneturcios/modelhub-port", "mcp"],      "env": {        "HF_TOKEN": "your-token-if-you-have-one"      }    }  }}

The env block is optional — leave it out entirely to run keyless.

Tools

ToolInputWhat it returns
hf_whoami(none)The account the configured HF_TOKEN belongs to. Errors naming HF_TOKEN when no token is set.
hub_repo_detailsrepo_id (string, required), repo_type (string, optional), revision (string, optional)Author, downloads, likes, dates, tags, and file names for one model, dataset, or space.
hub_repo_searchsearch, repo_type, author, sort, limit, direction (all optional)A ranked list of matching repositories of the chosen kind.
paper_searchquery (string, required), limit (number, optional)Papers matching the query, with authors, dates, and summaries.
hf_doc_searchquery (string, required), limit (number, optional)Matching pages from the Hugging Face documentation.
hf_doc_fetchurl (string, required)The text of one huggingface.co/docs page, with markup stripped.
list_repo_filesrepo_id (string, required), repo_type, revision, path (optional)The file tree of a repository at a revision, defaulting to main.

Hosted-only surfaces are out of scope for this rebuild: invoking Gradio spaces as tools, running jobs, managing buckets or collections, and upload/write operations are not included.

Development

bash
npm installnpm run build   # tsc -> dist/npm test        # node test runner over test/*.test.ts, no network (fake fetch fixtures)npm run dev     # run the CLI from source via tsx

License

MIT — see LICENSE.

Source: README.md at commit 25d30bf

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.1.0LatestNov 3, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

Other Port integrations

Port

io.portOfficial publisher

Port's remote MCP server connects Port.io to an IDE, LLM or agent platform, letting an assistant work with your Port.io environment through OAuth-authenticated,

Streamable HTTPWeb executableAuth
Developer ToolsCredential requiredOct 24, 2026

GravityPort

Published by GitHub account fengseekling-coder

MCP server bundled with the GravityPort desktop app that lets Claude, Codex and other clients search and record a local library of AI-generated images, videos…

STDIODesktop only
Files & StorageNot validated yetNov 7, 2026

Worktrack Port

Published by GitHub account CloudCorpRecords

Jira issues and Confluence pages via the REST APIs, as MCP tools.

STDIODesktop only
Communication & CollaborationNot validated yetNov 3, 2026

Videohub Port

Published by GitHub account CloudCorpRecords

YouTube videos, channels, playlists, comments and transcripts as MCP tools.

STDIODesktop only
Not validated yetNov 3, 2026

Tasklist Port

Published by GitHub account CloudCorpRecords

Tasklist Port's local MCP server; no sign-in required; STDIO.

STDIODesktop only
Not validated yetNov 3, 2026