Build on Solana with Carbium infrastructure — bare-metal RPC, Standard WebSocket pubsub, gRPC Full Block streaming (~22ms), DEX aggregation via CQ1 engine (sub-ms quotes), gasless swaps, and MEV-protected execution via Jito bundling. Drop-in replacement for Helius, QuickNode, Triton, or Jupiter Swap API.
npx skills add https://github.com/sendaifun/skills --skill carbium
Carbium is bare-metal Solana infrastructure — Swiss-engineered, no cloud middlemen. One platform covering the full transaction lifecycle.
| Product | Endpoint | Purpose |
|---|---|---|
| RPC | https://rpc.carbium.io | Standard JSON-RPC for reads, writes, subscriptions |
| Standard WebSocket | wss://wss-rpc.carbium.io | Native Solana pubsub (account changes, slots, logs, signatures) |
| gRPC / Stream | wss://grpc.carbium.io | Yellowstone Full Block streaming (~22ms latency) |
| Swap API | https://api.carbium.io | DEX aggregation and execution powered by CQ1 engine |
| DEX App | https://app.carbium.io | Consumer-facing trading interface |
| Docs | https://docs.carbium.io | Full documentation |
Key differentiators:
| I want to... | Use | Key needed |
|---|---|---|
| Read account data / balances | RPC | RPC key |
| Send a transaction | RPC | RPC key |
| Monitor a wallet in real time | Standard WebSocket | RPC key |
| Confirm a transaction without polling | Standard WebSocket | RPC key |
| Watch program account changes | Standard WebSocket | RPC key |
| Build a wallet app | RPC + Swap API | Both |
| Get a token swap quote | Swap API | API key |
| Execute a swap programmatically | Swap API | API key |
| Execute a swap with Jito bundling | Swap API (bundle endpoint) | API key |
| Compare quotes across all DEX providers | Swap API (quote/all) | API key |
| Swap without users holding SOL | Swap API (gasless flag) | API key |
| Snipe pump.fun tokens (pre-graduation) | gRPC + direct bonding curve tx | RPC key (Business+) |
| React to on-chain events in real time | gRPC (streaming) | RPC key (Business+) |
| Index transactions for a program | gRPC (streaming) | RPC key (Business+) |
| Build an arbitrage / MEV bot | gRPC + Swap API | Both |
| Product | Signup | Notes |
|---|---|---|
| RPC + gRPC + WebSocket | rpc.carbium.io/signup | One key covers RPC, WebSocket, and gRPC |
| Swap API | api.carbium.io/login | Separate key, free account, instant |
Programmatic key provisioning is not yet available. Keys must be created via the dashboards.
export CARBIUM_RPC_KEY="your-rpc-key"
export CARBIUM_API_KEY="your-swap-api-key"
CARBIUM_RPC_KEY, CARBIUM_API_KEY| Tier | Price | Credits/mo | Max RPS | gRPC | WebSocket |
|---|---|---|---|---|---|
| Free | $0 | 500K | 10 | No | Yes |
| Developer | $32/mo | 10M | 50 | No | Yes |
| Business | $320/mo | 100M | 200 | Yes | Yes |
| Professional | $640/mo | 200M | 500 | Yes | Yes |
gRPC streaming requires Business tier or above.
Standard Solana JSON-RPC. Any Solana SDK works: @solana/web3.js, solana-py, solana Rust crate.
Endpoint:
https://rpc.carbium.io/?apiKey=YOUR_RPC_KEY
import { Connection, PublicKey, LAMPORTS_PER_SOL } from "@solana/web3.js";
const connection = new Connection(
`https://rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`,
"confirmed"
);
// Read balance
const pubkey = new PublicKey("YOUR_WALLET_ADDRESS");
const balance = await connection.getBalance(pubkey);
console.log(`Balance: ${balance / LAMPORTS_PER_SOL} SOL`);
// Send transaction
const sig = await connection.sendRawTransaction(transaction.serialize(), {
skipPreflight: false,
maxRetries: 3,
});
await connection.confirmTransaction(sig, "confirmed");
from solana.rpc.api import Client
from solders.pubkey import Pubkey
import os
rpc = Client(f"https://rpc.carbium.io/?apiKey={os.environ['CARBIUM_RPC_KEY']}")
pubkey = Pubkey.from_string("YOUR_WALLET_ADDRESS")
resp = rpc.get_balance(pubkey)
print(f"Balance: {resp.value / 1e9} SOL")
use solana_client::rpc_client::RpcClient;
use solana_sdk::pubkey::Pubkey;
use std::str::FromStr;
let url = format!(
"https://rpc.carbium.io/?apiKey={}",
std::env::var("CARBIUM_RPC_KEY").unwrap()
);
let client = RpcClient::new(url);
let pubkey = Pubkey::from_str("YOUR_WALLET_ADDRESS").unwrap();
let balance = client.get_balance(&pubkey).unwrap();
println!("Balance: {} lamports", balance);
| Level | Speed | Guarantee | Use for |
|---|---|---|---|
| processed | ~400ms | May roll back | Price feeds, low-stakes UX |
| confirmed | ~2s | Supermajority voted | Default — best balance |
| finalized | ~32s | Fully finalized | Irreversible confirmations, high-value ops |
Native Solana WebSocket pubsub — any SDK built for Solana WebSocket works with zero modifications.
Endpoint:
wss://wss-rpc.carbium.io/?apiKey=YOUR_RPC_KEY
Auth: same RPC key as query parameter. Available on all tiers (Developer and above recommended for production).
| | Standard WSS | gRPC / Yellowstone |
|---|---|---|
| Protocol | JSON-RPC over WebSocket | Binary protobuf over WebSocket (or HTTP/2) |
| What you get | Account changes, slot updates, logs, signatures | Full atomic blocks, all transactions |
| SDK support | Any Solana SDK (@solana/web3.js, solana-py) | Yellowstone client or raw WS with JSON filter |
| Latency | Sub-100ms subscription ack | ~22ms full block delivery |
| Tier required | Developer+ | Business+ |
| Best for | Wallets, dApps, monitoring specific accounts | MEV bots, indexers, full-block processing |
Rule of thumb: watching specific accounts or signatures → WSS. Processing all transactions or need full block data → gRPC.
| Method | What it streams | Typical use case |
|---|---|---|
| slotSubscribe | New slot numbers | Block clock, liveness checks |
| rootSubscribe | Finalized slots | Finality tracking |
| accountSubscribe | Account data changes | Wallet balance updates, PDA state changes |
| programSubscribe | All accounts owned by a program | DEX pool state, staking updates |
| signatureSubscribe | Transaction confirmation status | Confirm sent transactions in real time |
| logsSubscribe | Transaction logs matching filter | Program event monitoring |
| blockSubscribe | Full block data | Block explorers, indexers |
| slotsUpdatesSubscribe | Detailed slot lifecycle events | Advanced timing, validator monitoring |
| voteSubscribe | Vote transactions | Validator monitoring |
import WebSocket from "ws";
const ws = new WebSocket(
`wss://wss-rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`
);
ws.on("open", () => {
ws.send(JSON.stringify({
jsonrpc: "2.0",
id: 1,
method: "accountSubscribe",
params: [
"YOUR_WALLET_ADDRESS",
{ encoding: "base64", commitment: "confirmed" },
],
}));
});
ws.on("message", (raw) => {
const msg = JSON.parse(raw.toString());
if (msg.result !== undefined) {
console.log(`Subscribed, id: ${msg.result}`);
return;
}
if (msg.method === "accountNotification") {
const { lamports } = msg.params.result.value;
console.log(`Balance changed: ${lamports / 1e9} SOL`);
}
});
ws.send(JSON.stringify({
jsonrpc: "2.0",
id: 1,
method: "signatureSubscribe",
params: ["YOUR_TX_SIGNATURE", { commitment: "confirmed" }],
}));
// signatureSubscribe auto-unsubscribes after first notification
ws.send(JSON.stringify({
jsonrpc: "2.0",
id: 1,
method: "logsSubscribe",
params: [
{ mentions: ["PROGRAM_ID"] },
{ commitment: "confirmed" },
],
}));
The Connection class handles subscriptions natively:
import { Connection, PublicKey } from "@solana/web3.js";
const connection = new Connection(
`https://rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`,
{
commitment: "confirmed",
wsEndpoint: `wss://wss-rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`,
}
);
// Account subscription
connection.onAccountChange(
new PublicKey("YOUR_WALLET"),
(info, ctx) => console.log(`Balance: ${info.lamports / 1e9} SOL at slot ${ctx.slot}`),
"confirmed"
);
// Slot subscription
connection.onSlotChange((slotInfo) => {
console.log(`Slot: ${slotInfo.slot}`);
});
// Log subscription
connection.onLogs(
new PublicKey("PROGRAM_ID"),
(logs, ctx) => {
console.log(`Tx: ${logs.signature}`);
logs.logs.forEach(log => console.log(" ", log));
},
"confirmed"
);
import asyncio, json, os
import websockets
WALLET = "YOUR_WALLET_ADDRESS"
async def watch_account():
uri = f"wss://wss-rpc.carbium.io/?apiKey={os.environ['CARBIUM_RPC_KEY']}"
async with websockets.connect(uri) as ws:
await ws.send(json.dumps({
"jsonrpc": "2.0", "id": 1,
"method": "accountSubscribe",
"params": [WALLET, {"encoding": "base64", "commitment": "confirmed"}],
}))
ack = json.loads(await ws.recv())
print(f"Subscribed: {ack['result']}")
async for raw in ws:
msg = json.loads(raw)
if msg.get("method") == "accountNotification":
val = msg["params"]["result"]["value"]
print(f"Balance: {val['lamports'] / 1e9} SOL")
asyncio.run(watch_account())
Every subscription method has a matching unsubscribe. Use the subscription ID from the ack:
{"jsonrpc": "2.0", "id": 2, "method": "accountUnsubscribe", "params": [SUBSCRIPTION_ID]}
| Subscribe | Unsubscribe |
|---|---|
| slotSubscribe | slotUnsubscribe |
| accountSubscribe | accountUnsubscribe |
| programSubscribe | programUnsubscribe |
| signatureSubscribe | signatureUnsubscribe (auto after first notification) |
| logsSubscribe | logsUnsubscribe |
| blockSubscribe | blockUnsubscribe |
| rootSubscribe | rootUnsubscribe |
For full notification shapes and advanced patterns, see resources/websocket-reference.md.
Real-time Yellowstone-compatible Full Block stream. ~22ms latency. Atomic complete blocks — no shred reassembly needed.
| Method | Format | Use case |
|---|---|---|
| WebSocket query param | wss://grpc.carbium.io/?apiKey=YOUR_RPC_KEY | Recommended for TS/Python |
| HTTP/2 header | x-token: YOUR_RPC_KEY | For Rust yellowstone-grpc-client |
Requires Business tier or above.
| Method | Description |
|---|---|
| transactionSubscribe | Subscribe to real-time transactions with filters |
| transactionUnsubscribe | Unsubscribe from transaction stream |
import WebSocket from "ws";
const PROGRAM_ID = "6EF8rrecthR5Dkzon8Nwu78hRvfCKubJ14M5uBEwF6P";
const ws = new WebSocket(
`wss://grpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`
);
ws.on("open", () => {
ws.send(JSON.stringify({
jsonrpc: "2.0",
id: 1,
method: "transactionSubscribe",
params: [
{
vote: false,
failed: false,
accountInclude: [PROGRAM_ID],
accountExclude: [],
accountRequired: [],
},
{
commitment: "confirmed",
encoding: "base64",
transactionDetails: "full",
showRewards: false,
maxSupportedTransactionVersion: 0,
},
],
}));
});
ws.on("message", (raw) => {
const msg = JSON.parse(raw.toString());
if (msg.result !== undefined) {
console.log(`Subscribed, ID: ${msg.result}`);
return;
}
if (msg.method === "transactionNotification") {
const { signature, slot } = msg.params.result;
console.log(`tx ${signature} in slot ${slot}`);
}
});
// Always reconnect on close — see Production Patterns
ws.on("close", (code) => {
console.warn(`Disconnected (${code}), reconnecting...`);
});
| Field | Type | Description |
|---|---|---|
| vote | bool | Include vote transactions |
| failed | bool | Include failed transactions |
| accountInclude | string[] | Include txs involving ANY of these accounts |
| accountExclude | string[] | Exclude txs involving these accounts |
| accountRequired | string[] | Only include txs involving ALL of these accounts |
At least one of accountInclude or accountRequired must contain values.
| Field | Type | Values |
|---|---|---|
| commitment | string | processed / confirmed / finalized |
| encoding | string | base64 / base58 / jsonParsed |
| transactionDetails | string | full / signatures / none |
| showRewards | bool | Include reward information |
| maxSupportedTransactionVersion | number | 0 for legacy + v0 |
import asyncio, json, os
import websockets
PROGRAM_ID = "6EF8rrecthR5Dkzon8Nwu78hRvfCKubJ14M5uBEwF6P"
async def subscribe():
uri = f"wss://grpc.carbium.io/?apiKey={os.environ['CARBIUM_RPC_KEY']}"
async with websockets.connect(uri) as ws:
await ws.send(json.dumps({
"jsonrpc": "2.0", "id": 1,
"method": "transactionSubscribe",
"params": [
{
"vote": False, "failed": False,
"accountInclude": [PROGRAM_ID],
"accountExclude": [], "accountRequired": [],
},
{
"commitment": "confirmed", "encoding": "base64",
"transactionDetails": "full", "showRewards": False,
"maxSupportedTransactionVersion": 0,
},
],
}))
async for message in ws:
data = json.loads(message)
if "result" in data:
print(f"Subscribed: {data['result']}")
elif data.get("method") == "transactionNotification":
print(f"tx: {data['params']['result']['signature'][:20]}...")
asyncio.run(subscribe())
use yellowstone_grpc_client::GeyserGrpcClient;
#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
let mut client = GeyserGrpcClient::connect(
"https://grpc.carbium.io",
"YOUR_RPC_KEY", // passed as x-token header automatically
None,
)?;
let (_subscribe_tx, mut stream) = client.subscribe().await?;
// Define subscription filters and consume stream
Ok(())
}
| Metric | Value | Context |
|---|---|---|
| Solana Slot Resolution | ~400ms | The window in which a block is produced |
| Competitor "Shreds" | ~9ms | Fragmented data requiring client-side reassembly |
| Carbium Full Blocks | ~22ms | Atomic, complete data ready for use |
The 13ms difference is negligible within a 400ms slot. Full Blocks provide atomic integrity, zero-logic ingestion, and parsing efficiency.
{"jsonrpc": "2.0", "id": 2, "method": "transactionUnsubscribe", "params": [SUBSCRIPTION_ID]}
For complete gRPC reference with response shapes, see resources/grpc-reference.md.
Aggregated DEX quotes and execution powered by the CQ1 engine — sub-millisecond quotes, ~10ms chain-to-queryable latency, binary-native state.
Base URL: https://api.carbium.io
Auth: X-API-KEY: YOUR_API_KEY header on all requests
Get your key: api.carbium.io/login (free account)
| Version | Surface | Status |
|---|---|---|
| v2 (Q1) | GET /api/v2/quote | Current — use this for new integrations |
| v1 (legacy) | GET /api/v1/quote, /api/v1/swap, /api/v1/quote/all, /api/v1/swap/bundle | Legacy — still operational |
> Important: v2 and v1 use different parameter names. Do not mix them. v2 (Q1) uses src_mint/dst_mint/amount_in/slippage_bps. v1 uses fromMint/toMint/amount/slippage.
The Q1 engine returns both the quote and an executable transaction in a single call when user_account is included. No separate swap endpoint needed.
GET /api/v2/quote
| Param | Required | Description |
|---|---|---|
| src_mint | Yes | Input token mint address |
| dst_mint | Yes | Output token mint address |
| amount_in | Yes | Input amount in smallest unit (lamports) |
| slippage_bps | Yes | Slippage tolerance in basis points |
| user_account | No | Wallet address — if included, response includes executable txn field |
Quote only (no transaction):
const quote = await fetch(
"https://api.carbium.io/api/v2/quote" +
"?src_mint=So11111111111111111111111111111111111111112" +
"&dst_mint=EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v" +
"&amount_in=1000000000" +
"&slippage_bps=100",
{ headers: { "X-API-KEY": process.env.CARBIUM_API_KEY! } }
).then(r => r.json());
// Returns: { srcAmountIn, destAmountOut, destAmountOutMin, priceImpactPct, routePlan }
Quote + executable transaction (include user_account):
const quote = await fetch(
"https://api.carbium.io/api/v2/quote" +
"?src_mint=So11111111111111111111111111111111111111112" +
"&dst_mint=EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v" +
"&amount_in=1000000000" +
"&slippage_bps=100" +
"&user_account=YOUR_WALLET_ADDRESS",
{ headers: { "X-API-KEY": process.env.CARBIUM_API_KEY! } }
).then(r => r.json());
// Returns: { srcAmountIn, destAmountOut, destAmountOutMin, priceImpactPct, routePlan, txn }
// txn is base64-encoded, ready for deserialization and signing
import httpx, os
resp = httpx.get(
"https://api.carbium.io/api/v2/quote",
params={
"src_mint": "So11111111111111111111111111111111111111112",
"dst_mint": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"amount_in": 1_000_000_000,
"slippage_bps": 100,
"user_account": "YOUR_WALLET_ADDRESS", # include for executable txn
},
headers={"X-API-KEY": os.environ["CARBIUM_API_KEY"]},
)
print(resp.json())
These endpoints are still operational but use the older parameter family. Do not mix v1 params with v2 URLs.
| Endpoint | Method | Params | Description |
|---|---|---|---|
| /api/v1/quote | GET | fromMint, toMint, amount, slippage, provider | Provider-specific quote |
| /api/v1/quote/all | GET | fromMint, toMint, amount, slippage | Compare quotes across all providers |
| /api/v1/swap | GET | owner, fromMint, toMint, amount, slippage, provider + optional flags | Get serialized swap transaction |
| /api/v1/swap/bundle | GET | signedTransaction | Submit via Jito bundle (MEV protection) |
| /api/v1/fee/custom | GET | payer, receiver, lamports | Generate custom fee transfer transaction |
v1 /swap supports additional execution flags: gasless, mevSafe, priorityMicroLamports, feeLamports, feeReceiver, pool.
import { Connection, VersionedTransaction, Keypair } from "@solana/web3.js";
const connection = new Connection(
`https://rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`,
"confirmed"
);
// 1. Get quote with executable transaction (single call)
const url = new URL("https://api.carbium.io/api/v2/quote");
url.searchParams.set("src_mint", "So11111111111111111111111111111111111111112");
url.searchParams.set("dst_mint", "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v");
url.searchParams.set("amount_in", "100000000");
url.searchParams.set("slippage_bps", "100");
url.searchParams.set("user_account", "YOUR_WALLET_ADDRESS");
const quote = await fetch(url, {
headers: { "X-API-KEY": process.env.CARBIUM_API_KEY! },
}).then(r => r.json());
if (!quote.txn) throw new Error("No executable transaction — check user_account param");
// 2. Deserialize and sign
const tx = VersionedTransaction.deserialize(Buffer.from(quote.txn, "base64"));
// tx.sign([yourKeypair]);
// 3. Submit via RPC
const sig = await connection.sendRawTransaction(tx.serialize(), { maxRetries: 3 });
// 4. Confirm
await connection.confirmTransaction(sig, "confirmed");
console.log("Swap confirmed:", sig);
| Provider | ID |
|---|---|
| Raydium | raydium |
| Raydium CPMM | raydium-cpmm |
| Orca | orca |
| Meteora | meteora |
| Meteora DLMM | meteora-dlmm |
| Pump.fun | pump-fun |
| Moonshot | moonshot |
| Stabble | stabble |
| PrintDEX | printdex |
| GooseFX | goosefx |
| Pair type | Recommended BPS | Percentage |
|---|---|---|
| Stablecoin swaps | 5-10 | 0.05-0.1% |
| Major pairs (SOL/USDC) | 10-50 | 0.1-0.5% |
| Volatile tokens | 50-100 | 0.5-1% |
| Arbitrage | 10 | 0.1% (tight) |
For complete OpenAPI parameter specifications, see resources/swap-api-reference.md.
Gasless swaps let users execute on-chain transactions without holding SOL to pay fees.
Gasless swaps require the output token to be SOL. Currently available on the v1 swap endpoint.
Add gasless=true to a v1 swap request:
const res = await fetch(
"https://api.carbium.io/api/v1/swap" +
"?owner=WALLET&fromMint=USDC_MINT&toMint=SOL_MINT" +
"&amount=1000000&slippage=100&provider=raydium&gasless=true",
{ headers: { "X-API-KEY": process.env.CARBIUM_API_KEY! } }
);
Carbium Swap API cannot route pump.fun tokens before graduation (returns 0 routes). Use: gRPC to detect launches → build raw bonding curve transactions → submit via RPC.
Requires Business tier RPC key (gRPC access).
const PUMP_PROGRAM = "6EF8rrecthR5Dkzon8Nwu78hRvfCKubJ14M5uBEwF6P";
const PUMP_GLOBAL = "4wTV1YmiEkRvAtNtsSGPtUrqRYQMe5SKy2uB4Jjaxnjf";
const PUMP_FEE_RECIPIENT = "CebN5WGQ4jvEPvsVU4EoHEpgzq1VV7AbicfhtW4xC9iM";
const PUMP_EVENT_AUTH = "Ce6TQqeHC9p8KetsN6JsjHK7UTZk7nasjjnr7XxXp9F1";
const GRADUATION_SOL = 85_000_000_000n; // 85 SOL in lamports
const TOTAL_SUPPLY = 1_000_000_000_000_000n; // 1 quadrillion (6 decimals)
const DISCRIMINATORS = {
create: [0xe4, 0x45, 0xa5, 0x2e, 0x51, 0xcb, 0x9a, 0x1d],
buy: [0x66, 0x06, 0x3d, 0x12, 0x01, 0xda, 0xeb, 0xea],
sell: [0x33, 0xe6, 0x85, 0xa4, 0x01, 0x7f, 0x83, 0xad],
};
import WebSocket from "ws";
const ws = new WebSocket(
`wss://grpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`
);
ws.on("open", () => {
ws.send(JSON.stringify({
jsonrpc: "2.0", id: 1,
method: "transactionSubscribe",
params: [
{ vote: false, failed: false, accountInclude: [PUMP_PROGRAM] },
{ commitment: "confirmed", encoding: "jsonParsed",
transactionDetails: "full", showRewards: false,
maxSupportedTransactionVersion: 0 },
],
}));
});
setInterval(() => ws.ping(), 30_000); // keepalive
ws.on("message", (raw) => {
const msg = JSON.parse(raw.toString());
if (msg.method !== "transactionNotification") return;
const { signature, transaction } = msg.params.result;
const logs = transaction.meta.logMessages || [];
for (const log of logs) {
if (log.includes("Instruction: Create")) {
const mint = transaction.meta.postTokenBalances[0]?.mint;
if (mint) handleNewToken(mint, signature);
}
}
});
import { PublicKey } from "@solana/web3.js";
function deriveBondingCurve(mint: string): PublicKey {
const [address] = PublicKey.findProgramAddressSync(
[Buffer.from("bonding-curve"), new PublicKey(mint).toBuffer()],
new PublicKey(PUMP_PROGRAM)
);
return address;
}
// Bonding curve layout (81 bytes):
// [0-7] discriminator
// [8-15] virtualTokenReserves (u64 LE)
// [16-23] virtualSolReserves (u64 LE)
// [24-31] realTokenReserves (u64 LE)
// [32-39] realSolReserves (u64 LE)
// [40-47] tokenTotalSupply (u64 LE)
// [72] complete (bool)
async function fetchBondingCurve(address: PublicKey) {
const res = await fetch(`https://rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({
jsonrpc: "2.0", id: 1,
method: "getAccountInfo",
params: [address.toBase58(), { encoding: "base64" }],
}),
});
const { result } = await res.json();
const data = Buffer.from(result.value.data[0], "base64");
return {
virtualTokenReserves: data.readBigUInt64LE(8),
virtualSolReserves: data.readBigUInt64LE(16),
realTokenReserves: data.readBigUInt64LE(24),
realSolReserves: data.readBigUInt64LE(32),
complete: data.readUInt8(72) === 1,
};
}
function quoteBuy(curve: any, solLamports: number): bigint {
const num = curve.virtualTokenReserves * BigInt(solLamports);
const den = curve.virtualSolReserves + BigInt(solLamports);
return num / den;
}
function quoteSell(curve: any, tokens: bigint): bigint {
const num = curve.virtualSolReserves * tokens;
const den = curve.virtualTokenReserves + tokens;
return num / den;
}
Buy instruction accounts (order matters, 13 total):
| # | Account | Access |
|---|---|---|
| 0 | PUMP_GLOBAL | read |
| 1 | PUMP_FEE_RECIPIENT | write |
| 2 | mint | read |
| 3 | bondingCurve | write |
| 4 | bondingCurve ATA | write |
| 5 | user ATA | write |
| 6 | user/payer | write, signer |
| 7 | SystemProgram | - |
| 8 | TokenProgram | - |
| 9 | AssociatedTokenProgram | - |
| 10 | Rent sysvar | - |
| 11 | PUMP_EVENT_AUTH | read |
| 12 | PUMP_PROGRAM | read |
Submit with skipPreflight: true to save ~200ms:
const sig = await connection.sendRawTransaction(signedTx.serialize(), {
skipPreflight: true,
preflightCommitment: "confirmed",
maxRetries: 3,
});
gRPC "Create" event → extract mint
→ deriveBondingCurve(mint)
→ [optional] fetchBondingCurve() for price check
→ build buy instruction with desired SOL
→ sendTransaction(skipPreflight: true)
→ monitor bonding curve state for exit
→ sell when target % reached or graduation imminent (85 SOL)
| Error | Cause | Fix |
|---|---|---|
| Blockhash expired | Tx took too long | Fresher blockhash; reduce latency |
| Insufficient funds | Not enough SOL | Balance must cover amount + fees (~0.005 SOL) |
| Account not found | Token just created | Retry with small delay (50-100ms) |
| Slippage exceeded | Price moved | Increase maxSolCost or reduce size |
For the full sniping example, see examples/pump-snipe/example.ts.
Simple URL swap — all use standard JSON-RPC:
// Before
const connection = new Connection("https://mainnet.helius-rpc.com/?api-key=...");
// After
const connection = new Connection(
`https://rpc.carbium.io/?apiKey=${process.env.CARBIUM_RPC_KEY}`
);
Parameter mapping (v2/Q1):
| Jupiter | Carbium v2/Q1 (/api/v2/quote) |
|---|---|
| inputMint | src_mint |
| outputMint | dst_mint |
| amount | amount_in |
| slippageBps | slippage_bps |
Key difference: Carbium Q1 returns the executable transaction in the quote response when user_account is included. No separate swap call needed.
Same Yellowstone protocol. Update endpoint only:
wss://grpc.carbium.io/?apiKey=YOUR_RPC_KEY
For detailed migration guides, see docs/migration.md.
const delay = (ms: number) => new Promise(r => setTimeout(r, ms));
async function withRetry<T>(fn: () => Promise<T>, retries = 3, baseMs = 300): Promise<T> {
for (let i = 0; i < retries; i++) {
try { return await fn(); }
catch (e) {
if (i === retries - 1) throw e;
await delay(baseMs * 2 ** i + Math.random() * 100);
}
}
throw new Error("unreachable");
}
> Do NOT blindly retry sendTransaction — check getSignatureStatus first to confirm the tx did not already land.
async function connectWithReconnect(connectFn: () => Promise<void>) {
let backoff = 1000;
while (true) {
try {
await connectFn();
backoff = 1000; // reset on success
} catch {
await delay(backoff);
backoff = Math.min(backoff * 2, 30_000); // cap at 30s
}
}
}
Send ping every 30 seconds to prevent silent disconnects.
| Operation | Timeout |
|---|---|
| RPC read calls | 5-10s |
| Swap quote | 3-5s |
| Transaction confirmation | 30-60s (with polling) |
| Failure | Action |
|---|---|
| Quote: no route found | Retry with wider slippage or different provider |
| Simulation failed | Do NOT send — inspect error, log, alert |
| sendTransaction failed | Check getSignatureStatus before retry |
| Transaction not confirmed | Poll with timeout; check blockhash expiry |
| Stream disconnected | Reconnect with exponential backoff |
| HTTP 429 rate limit | Back off immediately; treat as architecture signal |
| Code | Meaning | Action |
|---|---|---|
| 401 | Invalid / missing API key | Check key and auth format |
| 403 | Plan restriction (e.g. gRPC on free tier) | Upgrade at rpc.carbium.io |
| 429 | Rate limit exceeded | Back off + retry; review architecture |
| 400 | No route found / bad params | Check mint addresses, slippage, required params |
| 500 | Server error | Retry after 1s |
| 503 | Temporary unavailability | Retry with exponential backoff |
| Code | Message | Cause |
|---|---|---|
| -32700 | Parse error | Malformed JSON or missing required params |
| -32601 | Method not found | Method name typo or unsupported method |
| -32602 | Invalid params | Wrong param types or missing fields |
| -32603 | Internal error | Server-side error — retry |
| Token | Mint Address |
|---|---|
| SOL (wrapped) | So11111111111111111111111111111111111111112 |
| USDC | EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v |
| USDT | Es9vMFrzaCERmJfrF4H2FYD4KCoNkY11McCe8BenwNYB |
CARBIUM_RPC_KEY, CARBIUM_API_KEY)sendTransaction before checking getSignatureStatusskipPreflight: true only after validating the quote — saves ~200msVersionedTransaction (V0) for Address Lookup Table (ALT) supportconfirmed for most operationsprocessed only for price feeds or low-stakes readsfinalized for irreversible confirmations and high-value operationsskills/carbium/
├── SKILL.md # This file
├── resources/
│ ├── endpoints-and-auth.md # All endpoints, auth patterns, pricing
│ ├── swap-api-reference.md # Full Swap API parameter specs
│ ├── grpc-reference.md # gRPC filter fields, response shapes
│ └── websocket-reference.md # All WSS subscription methods and shapes
├── examples/
│ ├── rpc-basic/README.md # Balance check + send transaction
│ ├── swap-quote/README.md # Quote → swap → sign → submit
│ ├── swap-bundle/README.md # MEV-protected Jito bundle
│ ├── grpc-stream/README.md # Program transaction subscription
│ ├── websocket-monitor/README.md # Account + slot monitoring via WSS
│ ├── pump-snipe/README.md # Full pump.fun sniping flow
│ └── gasless-swap/README.md # Gasless swap execution
├── templates/
│ └── carbium-setup.ts # Connection setup + retry helper
└── docs/
├── troubleshooting.md # Error codes, 429 handling
├── migration.md # From Helius, QuickNode, Jupiter
└── trading-bots.md # Bot architecture patterns
| Resource | URL |
|---|---|
| Ecosystem Overview | docs.carbium.io/docs/the-carbium-ecosystem |
| RPC Quick Start | docs.carbium.io/docs/quick-start-rpc |
| Swap API Quick Start | docs.carbium.io/docs/quick-start-dex-api |
| gRPC / Streaming | docs.carbium.io/docs/solana-grpc |
| CQ1 Engine | docs.carbium.io/docs/cq1-engine-overview |
| RPC Pricing | docs.carbium.io/docs/carbium-rpc-pricing |
| API Recipes | docs.carbium.io/recipes |
| FAQ | docs.carbium.io/docs/faq |
| Full AI Context | carbium.io/llms-ctx.txt |
| RPC Signup | rpc.carbium.io/signup |
| Swap API Signup | api.carbium.io/login |
| Discord | discord.gg/jW7BUkQS5U |
| Twitter/X | x.com/carbium |
Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN: migrate to AKS Automatic, check AKS Automatic readiness, validate manifests for Automatic, assess cluster for Automatic compatibility, fix deployment for Automatic compatibility, identify AKS Automatic migration blockers, is my cluster ready for AKS Automatic.
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.
Take sendaifun/carbium from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.