How should mcp-server-huggingface be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

mcp-server-huggingface answer-first brief

MCP server for Hugging Face Hub API Hugging Face Hub MCP Server This is a Model Context Protocol (MCP) server for interacting with the Hugging Face Hub API, focusing on managing Spaces. Features - List, create, update, and delete Hugging Face Spaces - Manage files within Spaces (list, get, upload, delete) - Get Space logs and runtime information - Search for Spaces - Change Space settings (hardware, privacy, SDK) - Duplicate existing Spaces - Restart a Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

mcp-server-huggingface is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 98/100

mcp-server-huggingface

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Samihalawa

Artifacts

Benchmarks

Last release

1.0.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/samihalawa/huggingface-mcp.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Samihalawa

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

cd mcp-server-huggingface
npm install

bash

npm run build

bash

npm start

json

{
  "name": "list-my-spaces",
  "arguments": {}
}

json

{
  "name": "create-space",
  "arguments": {
    "name": "my-demo-space",
    "private": true,
    "sdk": "gradio"
  }
}

json

{
  "name": "upload-text-file",
  "arguments": {
    "spaceId": "username/my-demo-space",
    "path": "app.py",
    "content": "import gradio as gr\n\ndef greet(name):\n    return \"Hello, \" + name + \"!\"\n\ndemo = gr.Interface(fn=greet, inputs=\"text\", outputs=\"text\")\ndemo.launch()"
  }
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

Hugging Face Hub MCP Server

This is a Model Context Protocol (MCP) server for interacting with the Hugging Face Hub API, focusing on managing Spaces.

Features

List, create, update, and delete Hugging Face Spaces
Manage files within Spaces (list, get, upload, delete)
Get Space logs and runtime information
Search for Spaces
Change Space settings (hardware, privacy, SDK)
Duplicate existing Spaces
Restart and pause Spaces

Installation

Clone this repository
Install dependencies:

cd mcp-server-huggingface
npm install

Build the TypeScript code:

npm run build

Usage

Start the server:

npm start

Available Tools

The following MCP tools are available:

Space Management

list-my-spaces: List all Hugging Face spaces for the authenticated user
get-spaces-by-user: List Hugging Face spaces by a specific user or organization
get-space: Get details about a specific Hugging Face space
create-space: Create a new Hugging Face space
duplicate-space: Duplicate an existing Hugging Face space
update-space: Update metadata of a Hugging Face space
delete-space: Delete a Hugging Face space
rename-space: Rename a Hugging Face space

Space Configuration

get-space-hardware: Get available hardware options for Hugging Face spaces
get-space-runtimes: Get available runtime options for Hugging Face spaces
restart-space: Restart a Hugging Face space
pause-space: Pause a running Hugging Face space

File Management

list-space-files: List files in a Hugging Face space
get-space-file: Get the content of a file from a Hugging Face space
upload-text-file: Upload text content to a file in a Hugging Face space
upload-file: Upload a file from the local filesystem to a Hugging Face space
delete-space-file: Delete a file from a Hugging Face space

Space Inspection

get-space-logs: Get logs for a Hugging Face space
search-spaces: Search for Hugging Face spaces

Example Tool Calls

Listing Your Spaces

{
  "name": "list-my-spaces",
  "arguments": {}
}

Creating a New Space

{
  "name": "create-space",
  "arguments": {
    "name": "my-demo-space",
    "private": true,
    "sdk": "gradio"
  }
}

Uploading a File to a Space

{
  "name": "upload-text-file",
  "arguments": {
    "spaceId": "username/my-demo-space",
    "path": "app.py",
    "content": "import gradio as gr\n\ndef greet(name):\n    return \"Hello, \" + name + \"!\"\n\ndemo = gr.Interface(fn=greet, inputs=\"text\", outputs=\"text\")\ndemo.launch()"
  }
}

Getting Space Logs

{
  "name": "get-space-logs",
  "arguments": {
    "spaceId": "username/my-demo-space",
    "count": 50
  }
}

Notes

This MCP server uses a hardcoded API token for authentication.
All operations are performed using this API token.

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/samihalawa/huggingface-mcp#input",
  "outputSchemaRef": "https://github.com/samihalawa/huggingface-mcp#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:47.924Z",
  "sourceUpdatedAt": "2026-02-24T19:46:47.924Z",
  "freshnessSeconds": 4421799
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T00:03:27.021Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:47.924Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:47.924Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/samihalawa/huggingface-mcp#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:47.924Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Samihalawa",
    "href": "https://github.com/samihalawa/huggingface-mcp",
    "sourceUrl": "https://github.com/samihalawa/huggingface-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-samihalawa-huggingface-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]