Uncensored LLM Inference

{
  "name": "Uncensored LLM Inference",
  "description": "Uncensored, abliterated open-weight LLM inference, pay-per-call in USDC on Base. No API key, no signup, no account, no retained logs. Qwen3.8-27B abliterated (Heretic) on local RTX 5090 hardware, served by vLLM. OpenAI-compatible chat.completions body shape, so an existing client works unchanged. Pay per call with USDC on Base (x402, EIP-3009 signatures, no account). Operated by Client Engine LC, Neenah, WI.",
  "url": "https://released-mph-process-lib.trycloudflare.com",
  "version": "0.2.0",
  "provider": {
    "organization": "Client Engine LC",
    "url": "https://released-mph-process-lib.trycloudflare.com"
  },
  "capabilities": {
    "streaming": true,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "authentication": {
    "schemes": [
      "x402",
      "ap2",
      "mpp"
    ],
    "credentials": "402 challenge -> EIP-3009 USDC authorization on Base (eip155:8453); see /.well-known/x402, /.well-known/ap2, /.well-known/mpp"
  },
  "defaultInputModes": [
    "text"
  ],
  "defaultOutputModes": [
    "text"
  ],
  "skills": [
    {
      "id": "/v1/coder/completions",
      "name": "code.generation",
      "description": "Uncensored coder completions, served by Qwen3.8-27B abliterated (Heretic) on a local RTX 5090 via vLLM. Price $0.03 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "code.generation"
      ],
      "examples": []
    },
    {
      "id": "/v1/coder/explain",
      "name": "code.explain",
      "description": "Explain code snippet in plain English (paste code in message). Price $0.02 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "code.explain"
      ],
      "examples": []
    },
    {
      "id": "/v1/chat/uncensored",
      "name": "chat.completions",
      "description": "Uncensored general chat (Qwen3.8-27B Heretic). Price $0.03 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "chat.completions"
      ],
      "examples": []
    },
    {
      "id": "/v1/embed",
      "name": "embeddings",
      "description": "Text embeddings (768-dim). Send {\"input\": \"text\"} or {\"input\": [\"a\",\"b\"]}. Price $0.005 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "embeddings"
      ],
      "examples": []
    },
    {
      "id": "/v1/coder/refactor",
      "name": "code.refactor",
      "description": "Refactor code while preserving behavior. Returns diff + rationale. Price $0.03 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "code.refactor"
      ],
      "examples": []
    },
    {
      "id": "/v1/coder/test-gen",
      "name": "code.test-generation",
      "description": "Generate tests for a code snippet (matches file's existing test framework). Price $0.03 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "code.test-generation"
      ],
      "examples": []
    },
    {
      "id": "/v1/reason",
      "name": "chat.reasoning",
      "description": "Multi-step reasoning and planning, served by Qwen3.8-27B abliterated (Heretic) on a local RTX 5090 via vLLM. Price $0.05 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "chat.reasoning"
      ],
      "examples": []
    },
    {
      "id": "/v1/coder/review",
      "name": "code.review",
      "description": "Structured code review: correctness, security, edge cases, reuse. Returns numbered findings. Price $0.05 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "code.review"
      ],
      "examples": []
    },
    {
      "id": "/v1/coder/security-audit",
      "name": "security.audit",
      "description": "Security audit of code snippet (SQLi, XSS, auth bypass, secret leaks, unsafe deserialization). Price $0.10 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "security.audit"
      ],
      "examples": []
    },
    {
      "id": "/v1/agent-task",
      "name": "agent.task",
      "description": "Complete a full agentic task (plan \u2192 generate \u2192 verify). Longer running. Price $0.10 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "agent.task"
      ],
      "examples": []
    },
    {
      "id": "/v1/vision",
      "name": "vision",
      "description": "[preview] Image understanding. Currently TEXT-FALLBACK ONLY \u2014 no vision model is loaded. Priced accordingly. Price $0.02 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "vision"
      ],
      "examples": []
    },
    {
      "id": "/v1/audit/site",
      "name": "audit.agent-readiness",
      "description": "Agent-readiness audit of any public URL: score /100 with per-check raw evidence, published weights, and a recompute recipe. Deterministic \u2014 no model, same input gives the same score. Price $0.05 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "audit.agent-readiness"
      ],
      "examples": []
    },
    {
      "id": "/v1/attest/model",
      "name": "audit.model-substitution",
      "description": "Proof-of-Model: detect silent model substitution at any OpenAI-compatible inference endpoint. mode=fingerprint records what a seller serves today; mode=verify re-probes later and proves whether the weights changed. Deterministic, evidence included, no model used to judge. Price $0.10 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "audit.model-substitution"
      ],
      "examples": []
    },
    {
      "id": "/v1/agent/compose",
      "name": "agent.compose",
      "description": "Pay-to-compose orchestrator: pulls live data (weather), routes it through two local-model stages, then an independent judge verifies the result against the source data before it ships (one bounded self-correction on rejection). Returns the composed answer, the judge's verdict, and a per-step cost ledger. Price $1.00 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "agent.compose"
      ],
      "examples": []
    },
    {
      "id": "/v1/json-fix",
      "name": "utility.json-fix",
      "description": "Fix broken JSON (trailing commas, single quotes, unquoted keys). Returns only valid JSON. Price $0.005 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "utility.json-fix"
      ],
      "examples": []
    },
    {
      "id": "/v1/regex-explain",
      "name": "utility.regex-explain",
      "description": "Explain a regex in plain English. Paste the regex in message content. Price $0.01 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "utility.regex-explain"
      ],
      "examples": []
    },
    {
      "id": "/v1/regex-build",
      "name": "utility.regex-build",
      "description": "Build a regex from a natural-language description. Returns just the regex + one test string. Price $0.02 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "utility.regex-build"
      ],
      "examples": []
    },
    {
      "id": "/v1/curl-to-code",
      "name": "utility.curl-to-code",
      "description": "Convert a curl command to Python/JS/Go. Specify target language in the message. Price $0.01 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "utility.curl-to-code"
      ],
      "examples": []
    },
    {
      "id": "/v1/sql-explain",
      "name": "utility.sql-explain",
      "description": "Explain a SQL query in plain English. Paste query in message. Price $0.01 per call.",
      "tags": [
        "x402",
        "usdc",
        "base",
        "utility.sql-explain"
      ],
      "examples": []
    }
  ],
  "links": {
    "openapi": "https://released-mph-process-lib.trycloudflare.com/openapi.json",
    "x402": "https://released-mph-process-lib.trycloudflare.com/.well-known/x402",
    "ap2": "https://released-mph-process-lib.trycloudflare.com/.well-known/ap2",
    "mpp": "https://released-mph-process-lib.trycloudflare.com/.well-known/mpp",
    "webmcp": "https://released-mph-process-lib.trycloudflare.com/.well-known/webmcp.json",
    "agent_team": "https://released-mph-process-lib.trycloudflare.com/agent-team",
    "llms_txt": "https://released-mph-process-lib.trycloudflare.com/llms.txt"
  }
}