@juspay/neurolink/dist/providers/catalog/morph.json

The pipe layer of an AI nervous system: one interface connecting provider neurons to your application, across three inference types — generate, stream and decide. `decide` returns typed, calibrated judgements from a non-generative model (~400ms, ~$0.00002

{
    "$schema": "./provider-catalog.schema.json",
    "id": "morph",
    "displayName": "Morph",
    "aliases": ["morphllm"],
    "tier": 2,
    "wire": {
        "baseURL": "https://api.morphllm.com/v1"
    },
    "models": {
        "default": "morph-v3-large",
        "fallbacks": ["morph-v3-large", "morph-v3-fast"],
        "defaultContextWindow": 262144,
        "defaultMaxOutputTokens": 131072,
        "catalog": {
            "morph-v3-large": {
                "contextWindow": 262144,
                "maxOutputTokens": 131072,
                "pricingPerMTok": {
                    "input": 0.9,
                    "output": 1.9
                },
                "vision": false,
                "status": "production",
                "description": "Recommended - Morph's high-accuracy Fast Apply model for complex code edits (2500+ tok/sec, 98% accuracy); the general-purpose choice of Morph's two chat-usable models. Does not honour the OpenAI tool-calling contract: with tools attached it emits the call as literal <tool_call> text in message.content instead of a tool_calls array"
            },
            "morph-v3-fast": {
                "contextWindow": 262144,
                "maxOutputTokens": 131072,
                "pricingPerMTok": {
                    "input": 0.8,
                    "output": 1.2
                },
                "vision": false,
                "status": "production",
                "description": "Morph's fastest Fast Apply model, purpose-built for applying code edits (10,500+ tok/sec, 96% accuracy) rather than general chat. Ignores the tools parameter outright and returns unrelated generated text instead of a tool call"
            }
        },
        "topModels": ["morph-v3-large", "morph-v3-fast"]
    },
    "capabilities": {
        "text": true,
        "streaming": true,
        "tools": false,
        "toolsWithStreaming": false,
        "structuredOutput": true,
        "structuredOutputWithTools": false,
        "embeddings": false,
        "thinking": false
    },
    "errorRules": [
        {
            "status": 401,
            "pattern": "API key required",
            "class": "authentication",
            "message": "Invalid or missing Morph API key. Check {apiKeyEnvVar}. Get one at https://morphllm.com/dashboard"
        },
        {
            "status": 400,
            "pattern": "is not served by this endpoint",
            "class": "invalid-model",
            "message": "Morph model '{model}' is not served by this endpoint. Pick a current model from the authenticated GET /v1/models roster or https://morphllm.com/dashboard."
        }
    ],
    "setup": {
        "url": "https://morphllm.com/dashboard",
        "apiKeyFormat": null,
        "billingPolicy": "free-with-card",
        "description": "API key",
        "instructions": [
            "1. Visit: https://morphllm.com/dashboard and sign in",
            "2. A card on file is required; the account is rate-limited (5 req/min) until one is added",
            "3. Create an API key on the dashboard",
            "4. Set {apiKeyEnvVar} in your .env file"
        ]
    },
    "quirks": {
        "messageContentFormat": "string"
    },
    "evidence": {
        "rosterVerified": {
            "date": "2026-09-05",
            "method": "authenticated GET /v1/models",
            "status": 200
        },
        "authProbe": {
            "date": "2026-09-05",
            "status": 401,
            "code": "invalid_api_key"
        },
        "liveMatrix": {
            "date": "2026-09-05",
            "result": "Full wire probe on morph-v3-fast plus a focused tool-calling re-probe on both chat models. Non-tool basics all 200: chat, max_completion_tokens, system role, sampling params, SSE streaming (content deltas, usage chunk, [DONE]), json_schema (valid JSON matching schema) and json_object. Array-shaped message content is REJECTED with HTTP 500 'Request processing failed: text.charCodeAt is not a function' — same class of quirk as Cloudflare (PR #1587); messageContentFormat is set to 'string' and vision is false because the vision probe sends array parts and hits the identical 500. Tool calling does NOT work despite HTTP 200: morph-v3-large echoes the call as literal '<tool_call>{...}</tool_call>' text in message.content, and morph-v3-fast ignores the tools parameter and returns unrelated generated text (Python source) with finish_reason=length. tools and toolsWithStreaming are declared false on that basis; tools_plus_schema returning 200 is not evidence of structuredOutputWithTools since tools do not actually work. structuredOutput is true and strong (schema-conformant JSON, json_object accepted). The GET /v1/models roster lists 22 ids (morph-v3-fast, morph-v3-large, auto, morph-compactor, morph-warp-grep-v2.1, and passthrough ids for GLM/DeepSeek/Kimi/Qwen/MiniMax/Gemma/computer-use), but a deliberately invalid model name on /chat/completions came back 'is not served by this endpoint; accepted models: morph-v0, morph-v2, morph-v3-fast, morph-v3-large' — none of those other 18 roster ids were live-verified against chat/completions, so only the two confirmed working chat models are catalogued; context window (262144) and max output tokens (131072) for both come from Morph's public model metadata (https://www.morphllm.com/api/models/json), which also supplied pricing. Morph is a code-application (Fast Apply) specialist, not a general chat vendor: morph-v3-large is catalogued as the default because it is the general-purpose one of the pair, while morph-v3-fast is purpose-built for edit application rather than open-ended conversation."
        },
        "addedInPR": "pending"
    }
}