@Vulcai
Basic information
Generate production-ready MCP servers from any source: OpenAPI/Swagger specs, GraphQL APIs, codebases, CLI tools and websites. Powered by LLM enrichment. Requires a mcp-forge license key.
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"mcp-forge": {
"url": "https://mcp.mcp-forge.vulcai.io/sse",
"headers": {
"Authorization": "Bearer <YOUR_LICENSE_KEY>"
}
}
}
}Tool list not available yet
This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.
Fetch the live tool list directly from this server's endpoint using the button above.
mcp-forge generates production-ready MCP servers from any source — OpenAPI/Swagger specs, GraphQL APIs, codebases (23 languages including COBOL, Fortran, Java, C++), CLI tools, and websites. It handles parsing, LLM enrichment of tool descriptions, and automatic quality scoring (0–10 across 6 criteria). Servers scoring below 6/10 are automatically refined before delivery.
Connect to https://mcp.mcp-forge.vulcai.io/sse with your license key and call one of the high-level generation tools:
| Tool | When to use |
|---|---|
generate_from_openapi | REST API with an OpenAPI/Swagger spec URL |
generate_from_graphql | GraphQL endpoint with introspection enabled |
generate_from_website | Public website (server-rendered HTML) |
generate_async + get_job_status | Long-running generations (polling pattern) |
For codebases, CLI tools, or JavaScript SPAs: use the CLI locally (pip install vulcai-mcp-forge-cli).
generate_async + get_job_status for long-running generationsvalidate_license, get_quotamcp-forge covers 5 source types (vs OpenAPI-only for most alternatives), adds automatic quality scoring, OAuth 2.0 with PKCE, rate limiting, and on-premise deployment. For a simple public OpenAPI with minimal dependencies, FastMCP or openapi-mcp-generator may be a better fit.
SSE transport at `https://mcp.mcp-forge.vulcai.io/sse`. Authentication via `Authorization: Bearer <YOUR_LICENSE_KEY>` header. License keys are available at https://mcp-forge.vulcai.io/register.
Yes — call `get_quota` to check your plan, sources used, remaining slots, and expiry date.
See the troubleshooting guide: https://api.mcp-forge.vulcai.io/docs/troubleshooting/no-tools
The source URL is sent to the mcp-forge API for processing. Source code analyzed during generation is not stored — processed in-memory only. See https://api.mcp-forge.vulcai.io/trust for the full security policy.
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