Agentery pricing intelligence · MCP server profile · mcp-forge
MCP server profile · independently tracked by Agentery
M
mcp-forge
generates production-ready MCP servers from various sources
Agentery price verdictNo pricing observed
Connection modelMCP serverMCP clients
Last observation24 Oct 2026pricing pages rechecked daily
Website liveness24 Oct 2026alive · separate from pricing
What it does
The specific capability behind this listing, and where to get it.
mcp-forge
generates production-ready MCP servers from various sources
OpenAPI/Swagger specs, GraphQL APIs, codebases, CLI tools, websites → production-ready MCP server files (server.py) that AI clients can connect to
ClaudeCursorVS CodeGitHub CopilotMCPMCP
Official mcp-forge links
Price status · observed daily
No public commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
MCP
Is mcp-forge good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
No price benchmark
No public commercial pricing observed.
Agentery has not observed a public price for this provider. No price does not mean free.
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.
View the full niche →mcp-forge's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
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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": "alexis_platon1307_mcp_forge",
"name": "mcp-forge",
"url": "https://api.mcp-forge.vulcai.io",
"logo": null,
"niche": "mcp-platform-provider",
"category": "developer-tools-infra",
"short_summary": "generates production-ready MCP servers from various sources",
"task_performed": "generates production-ready MCP servers from various sources",
"inputs_accepted": [
"OpenAPI/Swagger specs",
"GraphQL APIs",
"codebases",
"CLI tools",
"websites"
],
"outputs_produced": [
"production-ready MCP server files (server.py) that AI clients can connect to"
],
"integrations_available": [
"Claude",
"Cursor",
"VS Code",
"GitHub Copilot",
"MCP"
],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "freemium",
"price": {
"observed": true,
"billing": "free",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Public beta: Free during public beta (as published; no rate or period could be read)",
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Public beta",
"price": "Free during public beta",
"kind": "unknown"
}
]
},
"summary": "Public beta: Free during public beta (as published; no rate or period could be read). mcp-forge is free during its public beta, with no numeric subscription price publicly shown.",
"confidence": "medium",
"source_url": "https://api.mcp-forge.vulcai.io/",
"checked_at": "2026-10-24T01:11:30.258Z",
"amount": null,
"display": null,
"plans": [
{
"name": "Public beta",
"price": "Free during public beta",
"period": null,
"persona": "other",
"highlights": [],
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "medium",
"entity_type": "tool",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://api.mcp-forge.vulcai.io"
],
"last_checked": "2026-10-24",
"profile_checked": "2026-06-19",
"price_checked": "2026-10-24",
"how_to_connect": {
"website": "https://api.mcp-forge.vulcai.io",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": "pip install vulcai-mcp-forge-cli",
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "self_hosted",
"both_offered": false,
"hosted_endpoint": null,
"install": "pip install vulcai-mcp-forge-cli",
"note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
"evidence": {
"sources": [
"page_text:install"
],
"excerpt": "ed servers pass smoke tests and MCP handshake. Get started in 2 minutes # Install pip install vulcai-mcp-forge-cli # Generate from any API mcp-forge run https://pets",
"url": "https://api.mcp-forge.vulcai.io/",
"observed_day": "2026-10-24",
"age_days": 0,
"hosted_evidence": null,
"rule": "deploy-v1"
}
},
"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": {
"source_url": "https://api.mcp-forge.vulcai.io/",
"last_observed_day": "2026-10-24",
"age_days": 0,
"verified_day": "2026-10-24",
"note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
},
"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": 419,
"uptime_7d": 0.28,
"checked_at": "2026-10-24T02:31:26.842Z",
"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."
}