Agentery pricing intelligence · MCP server profile · MCP Edge Vision Forge
MCP server profile · independently tracked by Agentery
MCP Edge Vision Forge
An MCP server and MLOps CLI that exports, quantizes, audits, benchmarks, and auto-tunes PyTorch and ONNX computer-vision models for edge deployment.
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Connection modelMCP serverMCP clients
Last observation—pricing pages rechecked daily
Website liveness30 Oct 2026alive · separate from pricing
What it does
The specific capability behind this listing, and where to get it.
MCP Edge Vision Forge
An MCP server and MLOps CLI that exports, quantizes, audits, benchmarks, and auto-tunes PyTorch and ONNX computer-vision models for edge deployment.
Agentery has not yet captured structured capability detail for this provider.
Official MCP Edge Vision Forge links
Price status · observed daily
Source repository available · no commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
MCP
Is MCP Edge Vision Forge good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
Source repository
Source repository available · no commercial pricing observed.
A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.
Observed commercial pricenone
Hosting model—
Price benchmarknot applicable
What to compare instead
Check capability before deciding
Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
MCP Edge Vision Forge's local market
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See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "mcp_edge_vision_forge",
"name": "MCP Edge Vision Forge",
"url": "https://github.com/eduplopez/mcp-edge-vision-forge",
"logo": "https://github.com/eduplopez.png?size=200",
"niche": null,
"category": null,
"short_summary": "An MCP server and MLOps CLI that exports, quantizes, audits, benchmarks, and auto-tunes PyTorch and ONNX computer-vision models for edge deployment.",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; this is an MIT-licensed open-source repository.",
"confidence": "medium",
"source_url": "https://github.com/eduplopez/mcp-edge-vision-forge",
"checked_at": "2026-10-30T02:29:37.127Z",
"source_kind": "vendor",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "mcp_server",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://github.com/eduplopez/mcp-edge-vision-forge"
],
"last_checked": "2026-10-30",
"profile_checked": null,
"price_checked": "2026-10-30",
"how_to_connect": {
"website": "https://github.com/eduplopez/mcp-edge-vision-forge",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [],
"install": null,
"repository": "https://github.com/eduplopez/mcp-edge-vision-forge"
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"status": "unknown",
"note": "no observed price page text held for this listing"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": null,
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 615,
"uptime_7d": null,
"checked_at": "2026-10-30T02:40:19.760Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}