{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_s94zgvhm5fyv","handle":"vulcai-mcp-forge-cli","url":"https://wellknown.network/agents/vulcai-mcp-forge-cli","links":{"self":"https://wellknown.network/agents/vulcai-mcp-forge-cli/record.json","html":"https://wellknown.network/agents/vulcai-mcp-forge-cli","markdown":"https://wellknown.network/agents/vulcai-mcp-forge-cli/record.md","api":"https://wellknown.network/api/v1/agents/vulcai-mcp-forge-cli","status":"https://wellknown.network/api/v1/agents/vulcai-mcp-forge-cli/status","claim":"https://wellknown.network/agents/vulcai-mcp-forge-cli/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vulcai-mcp-forge-cli/claim.json","badge":"https://wellknown.network/agents/vulcai-mcp-forge-cli/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vulcai-mcp-forge-cli","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vulcai-mcp-forge-cli","summary":"Generate MCP servers instantly from any OpenAPI, GraphQL, codebase, CLI or website","description":"# vulcai-mcp-forge-cli\n\n**Turn any system into a production-ready MCP server — APIs, legacy codebases, CLI tools, internal docs.**\n\n```bash\npip install vulcai-mcp-forge-cli\nmcp-forge run https://petstore3.swagger.io/api/v3/openapi.json\n```\n\n**Why mcp-forge:**\n- **23 languages** including COBOL, Fortran, R, Julia — the only generator that works on real legacy codebases\n- **Built-in quality scoring** — every generated server is automatically evaluated on 6 criteria (structure, coverage, auth, docs, fidelity, robustness) with a 0–10 score\n- **Security-first** — the CLI runs on your machine; your source code and credentials never leave your infrastructure\n- **Agents included** — the public MCP server at `mcp.mcp-forge.vulcai.io` exposes high-level tools so AI agents can generate servers without any pre-parsing\n\n---\n\n## Use directly with AI agents\n\nConnect Claude, Cursor or any MCP client to the mcp-forge public server:\n\n```\nhttps://mcp.mcp-forge.vulcai.io/sse\n```\n\nAvailable tools (no pre-parsing required — just pass a URL):\n\n| Tool | What it does |\n|---|---|\n| `generate_from_openapi(spec_url)` | Parse an OpenAPI/Swagger spec and generate a server |\n| `generate_from_graphql(endpoint_url)` | Introspect a GraphQL endpoint and generate a server |\n| `generate_from_website(url)` | Analyze HTML/JS patterns on a page and generate a server |\n| `generate_async(source_type, base_url)` | Advanced: submit a job with a pre-built payload |\n| `get_job_status(job_id)` | Check status of a running generation |\n\n> For codebase analysis, CLI tool wrapping, or any source not publicly accessible via HTTPS, use the CLI tool — source code and credentials stay on your machine.\n\n---\n\n## How it compares\n\nmcp-forge focuses on production-grade MCP servers for legacy and enterprise use cases. Here's how it compares to other MCP generators:\n\n| Feature | mcp-forge | FastMCP | Smithery | openapi-mcp-generator |\n|---|---|---|---|---|\n| OpenAPI → MCP | ✅ | ✅ | ✅ | ✅ |\n| GraphQL → MCP | ✅ | ❌ | Partial | …","publisher":null,"homepage":"https://mcp-forge.vulcai.io","repository":"https://github.com/huntunman/MCP-FORGE/blob/main/CHANGELOG.md","version":"0.2.3","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:vulcai-mcp-forge-cli","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.apis","name":"API Access","confidence":1,"provenance":"derived"}],"categories":["data"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"vulcai-mcp-forge-cli","registry":"pypi","observedAt":"2026-09-10T15:25:19.069Z","publishedAt":"2026-07-20T08:44:45.357092Z","latestVersion":"0.2.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vulcai-mcp-forge-cli","url":"https://pypi.org/project/vulcai-mcp-forge-cli/","firstSeenAt":"2026-09-10T15:23:59.176Z","fetchedAt":"2026-09-10T15:23:59.176Z","normalizedAt":"2026-09-10T15:23:59.176Z"}]},"firstSeenAt":"2026-09-10T15:23:59.176Z","updatedAt":"2026-09-10T15:25:19.069Z"}