← The evidence ledger
Evidence row 305050
Observed , by probe.mcp/1.
- Kind
- mcp.tools
- About
- endpoint 42e7a17d-937e-49ac-96f8-3454ad49eb6c
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 0c32fe80fafcf8d9e4b1d3b4d85ec952f5d3cd7eea8aa337053901d1c3849c4e
- Leaf
- 0x6cae075e42c3f9e8d951aa693611ff260abda9856c2138f4b6b83c7b7ffb3013
What was observed
{
"count": 16,
"tools": [
{
"description": "Adds an SSH public key (a line from a .pub file) to the account. Needs user:write.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"name": {
"description": "A name for the key",
"maxLength": 60,
"type": "string"
},
"public_key": {
"description": "The public key line, e.g. ssh-ed25519 AAAA… you@laptop",
"maxLength": 16000,
"minLength": 20,
"type": "string"
}
},
"required": [
"public_key"
],
"type": "object"
},
"name": "add_ssh_key"
},
{
"description": "Rents the server of an offer and starts it with a template. Billing starts right away and runs every minute until you stop or destroy it. Confirm the price with the user first. Needs instances:write. The response has the instance id; poll get_instance until status is running (usually 1–5 minutes).",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"disk_gb": {
"description": "Disk size, GB (use the template's recommended_disk_gb)",
"maximum": 2000,
"minimum": 10,
"type": "integer"
},
"idempotency_key": {
"description": "Reuse the same value when retrying the same request, so a retry never rents twice",
"maxLength": 64,
"type": "string"
},
"image": {
"description": "Docker image, only with the custom template",
"maxLength": 300,
"type": "string"
},
"name": {
"description": "A name for the server",
"maxLength": 60,
"type": "string"
},
"offer_id": {
"description": "Offer id from search_offers",
"maxLength": 64,
"minLength": 1,
"type": "string"
},
"ssh_key_ids": {
"description": "SSH key ids to install (default: all of yours)",
"items": {
"maxLength": 64,
"type": "string"
},
"maxItems": 10,
"type": "array"
},
"template": {
"description": "Template slug from list_templates, e.g. \"comfyui\", \"ollama\", \"pytorch\", \"custom\"",
"maxLength": 64,
"minLength": 1,
"type": "string"
},
"type": {
"description": "on_demand (default) or interruptible",
"enum": [
"on_demand",
"interruptible"
],
"type": "string"
}
},
"required": [
"offer_id",
"template",
"disk_gb"
],
"type": "object"
},
"name": "create_instance"
},
{
"description": "Destroys a server and deletes its disk for good; billing stops completely. Irreversible: confirm with the user. Needs instances:write.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"instance_id": {
"description": "Instance id",
"maxLength": 64,
"minLength": 1,
"type": "string"
}
},
"required": [
"instance_id"
],
"type": "object"
},
"name": "destroy_instance"
},
{
"description": "How much GPU memory an AI model needs (LLMs such as Qwen, DeepSeek, Llama, Gemma, GPT-OSS; image and video models such as FLUX, SDXL, Wan) at a given precision and context length, and which GPUs on gpu.nz fit it with their current price. Call without `model` to list the known models.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"concurrent_requests": {
"description": "Parallel sequences sharing the GPU (default 1)",
"maximum": 256,
"minimum": 1,
"type": "integer"
},
"context_tokens": {
"description": "LLM context length in tokens (default 8192)",
"maximum": 1048576,
"minimum": 512,
"type": "integer"
},
"model": {
"description": "Model name or id, e.g. \"qwen3-32b\", \"Llama 3.3 70B\", \"flux.1-dev\"",
"maxLength": 80,
"type": "string"
},
"precision": {
"description": "Weights precision: \"fp16\", \"fp8\", \"q8\", \"q6\", \"q5\", \"q4\" (LLMs; default q4 for LLMs, fp16 for image models)",
"maxLength": 20,
"type": "string"
}
},
"type": "object"
},
"name": "estimate_vram"
},
{
"description": "The signed-in account and its balance, hourly burn and runway. Needs a key with user:read and billing:read.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {},
"type": "object"
},
"name": "get_account"
},
{
"description": "Status, SSH command, app URLs (ComfyUI, Jupyter, chat…), price and cost so far of one server. The root password is left out unless include_password is true (your SSH keys are installed on every server).",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"include_password": {
"description": "Include the root SSH password",
"type": "boolean"
},
"instance_id": {
"description": "Instance id",
"maxLength": 64,
"minLength": 1,
"type": "string"
}
},
"required": [
"instance_id"
],
"type": "object"
},
"name": "get_instance"
},
{
"description": "The last lines of a server's container log: boot progress, app start-up, errors. Needs instances:read.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"instance_id": {
"description": "Instance id",
"maxLength": 64,
"minLength": 1,
"type": "string"
},
"tail": {
"description": "How many last lines (default 200)",
"maximum": 1000,
"minimum": 1,
"type": "integer"
}
},
"required": [
"instance_id"
],
"type": "object"
},
"name": "get_instance_logs"
},
{
"description": "Details and the current price of one offer by id (from search_offers).",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"offer_id": {
"description": "Offer id",
"maxLength": 64,
"minLength": 1,
"type": "string"
}
},
"required": [
"offer_id"
],
"type": "object"
},
"name": "get_offer"
},
{
"description": "GPU models available on gpu.nz right now with VRAM, class and the cheapest hourly price per GPU. Use it to pick a gpu_slug for search_offers.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"min_vram_gb": {
"description": "Only models with at least this much VRAM per GPU",
"minimum": 0,
"type": "number"
},
"query": {
"description": "Filter by name, e.g. \"4090\" or \"H100\"",
"maxLength": 40,
"type": "string"
}
},
"type": "object"
},
"name": "list_gpu_models"
},
{
"description": "Your rented servers with status, GPU, price and SSH command. Needs instances:read.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"status": {
"description": "active (default): servers that are not destroyed; all: include destroyed ones",
"enum": [
"active",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "list_instances"
},
{
"description": "SSH public keys on the account; they are installed on new servers. Needs user:read.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {},
"type": "object"
},
"name": "list_ssh_keys"
},
{
"description": "Ready environments a server can start with: ComfyUI, Stable Diffusion Forge, Ollama + Open WebUI, vLLM, Jupyter/PyTorch, Kohya, FluxGym, Unsloth, chats with preloaded models, plain Ubuntu + CUDA, or a custom Docker image. Pass `slug` as `template` to create_instance.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {},
"type": "object"
},
"name": "list_templates"
},
{
"description": "Search rentable GPU servers (offers) with live prices. Returns the cheapest matches first unless `order` says otherwise. Each result has an offer id for create_instance.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"country": {
"description": "ISO-2 country codes, comma-separated, e.g. \"DE,NL,FI\"",
"maxLength": 60,
"type": "string"
},
"gpu": {
"description": "GPU model slug(s), comma-separated, e.g. \"rtx-4090-24gb\" or \"h100-sxm-80gb,h100-pcie-80gb\" (see list_gpu_models)",
"maxLength": 200,
"type": "string"
},
"limit": {
"description": "How many offers to return (default 10)",
"maximum": 30,
"minimum": 1,
"type": "integer"
},
"max_price_rub_h": {
"description": "Maximum price for the whole server, rubles per hour",
"minimum": 0,
"type": "number"
},
"min_disk_gb": {
"description": "Minimum disk the server can give, GB",
"minimum": 0,
"type": "number"
},
"min_reliability": {
"description": "Minimum host reliability, 0–1 (0.98 is a good bar)",
"maximum": 1,
"minimum": 0,
"type": "number"
},
"min_vram_gb": {
"description": "Minimum VRAM per GPU, GB",
"minimum": 0,
"type": "number"
},
"num_gpus": {
"description": "GPUs per server, comma-separated, e.g. \"1\" or \"2,4,8\"",
"maxLength": 20,
"type": "string"
},
"order": {
"description": "Sort: price (default), dlperf_per_price for value, reliability, vram, inet_down",
"enum": [
"price",
"-price",
"dlperf",
"dlperf_per_price",
"reliability",
"vram",
"inet_down"
],
"type": "string"
},
"type": {
"description": "on_demand (default) or interruptible (cheaper, can be preempted)",
"enum": [
"on_demand",
"interruptible"
],
"type": "string"
},
"verified": {
"description": "Only verified datacenters",
"type": "boolean"
}
},
"type": "object"
},
"name": "search_offers"
},
{
"description": "Starts a stopped server again; GPU billing resumes. Confirm with the user. Needs instances:write.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"instance_id": {
"description": "Instance id",
"maxLength": 64,
"minLength": 1,
"type": "string"
}
},
"required": [
"instance_id"
],
"type": "object"
},
"name": "start_instance"
},
{
"description": "Stops a running server: the GPU is released and billing drops to the disk only. Data on the disk is kept and the server can be started again (the GPU may then be taken by someone else; gpu.nz finds a replacement when it is). Needs instances:write.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"instance_id": {
"description": "Instance id",
"maxLength": 64,
"minLength": 1,
"type": "string"
}
},
"required": [
"instance_id"
],
"type": "object"
},
"name": "stop_instance"
},
{
"description": "A link to the balance top-up page (SBP, crypto) for the user to open in a browser; payments never happen through the API. Optionally pre-fills the amount.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"amount": {
"description": "Amount in the account currency (rubles by default)",
"maximum": 10000000,
"minimum": 1,
"type": "integer"
},
"language": {
"description": "Page language (default ru)",
"enum": [
"ru",
"en"
],
"type": "string"
}
},
"type": "object"
},
"name": "topup_link"
}
]
}What the leaf hashes
{"body":"0c32fe80fafcf8d9e4b1d3b4d85ec952f5d3cd7eea8aa337053901d1c3849c4e","id":305050,"kind":"mcp.tools","method":"probe.mcp/1","observed_us":1793056228452591,"prev":null,"subject":"42e7a17d-937e-49ac-96f8-3454ad49eb6c","subject_kind":"endpoint"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (296695 rows).
- 0x6cae4d2d80ec3748ffd7563004f83289f8b6f8b1dc0db23f3346517917459b48
- 0xb0a4ec56fac5df45852a4d1d8ad57a361c296ee84e502d3adb14df0289534d5f
- 0xbc031d76aad8cc4a278f3350823e696ce0947e9e54f3553842785ae57664237c
- 0x8f92ead2c630fe43a10ec155d21b9a36df70ff021efc62a6f421dd0b4ca6e266
- 0x04bce422ef43abc5994e665f1b215910462f94a77d90de066d3d11fd43c135f7
- 0x3e86a73af9b729795ae5020634bd263522eedd51df527e55fa1dfb8a13e68b10
- 0x42ca64873690377b7c377866b430e4dfce5f0f3ef9fabff95654ad6cfbdd2bd7
- 0xd964f9bc40a980e74c16a4e0e419b862c131810647bb5cb28f4eb3b423632500
- 0xb3fef3827743bce8ae6e930519079f07d0039591923c9686bea644b6f6e3ca90
- 0x1631828b23a467fa68c73bdcda698bee8945c692a3555bc7926782e27495a209
- 0xaf4d0478104c20d31096b9739629a924615768419c52449971b47a4881ebc159
- 0x929b3f59cbf01edbae456522161805dd51e098dc3a66d845508de46581bb953c
- 0x9dc4d6f64bc3c323d2c45a28209068cd473b6979bd632a0d694bf94d19bc39df
- 0xfc9b5a81a7a83a1c735a4fe64590beb9db14d2366f463161358af28c3ea9a81d
- 0xa2d436d488e3600b0e5c3e3ed9c9234cd52853c59830b786334fd0c4292d9f40
- 0x47b89901b0f07938a6b9a66ddf35683903f79d756a7c7763665fd632758b08d0
- 0x9a83be955a206deb65b995adfd92c58fa31c95fbbf926bd199d300e70b08b26d
- 0x20704208aa6923d6b2450ef74ede87a6e0265d46447926038fe9506e9e154b2d
- 0x9b9ce5b74b9bab5121612ef6b64920a8d453cbf311096a423eef9702747e868a
- Day root
- 0xf43e8dcc3d451a4788b26be904c55e8c4c0fa75c9666796c51db38d37e2c0df8
- Chained
- 0x702d5ac508f08b0d1accf36af25822d8e5660367494edd17a642fb61e158a57a
- Published
- On Arc Testnet, block 69251483: 0x495162f8936e19f0039918feebe6c307f327cd6bf8c37219620b1970041fa9ae