Public Beta · Free tier available

Deterministic tools for non-deterministic agents

Format code, generate diffs, validate schemas, convert documents. One API, zero inference tokens, single-digit milliseconds.

latency 3ms | vs. tokens 10–32x cheaper | free tier 500 credits/mo
morso-demo
$ curl -X POST https://morso.dev/api/hash \
  -H "Authorization: Bearer sk_morso_..." \
  -d '{"algorithm":"sha256","input":"hello world"}'

{ "hash": "b94d27b...efcde9", "time_ms": 1 }

Works with

Claude Code Cursor Codex CLI Gemini CLI Cline Custom Agents

Endpoints

Developer tools. One API key.

Each endpoint wraps a battle-tested tool. Stateless, sub-second, structured JSON.

Browse all free tools →
{ } /format-code

Auto-format TypeScript, Python, Go, Rust, CSS, and JSON. Zero config.

def hello( ):
  return   42
def hello():
    return 42
± /diff

Correct line numbers and parseable hunks. No hallucinated diffs.

- hello world
+ hello morso
/html-to-markdown

Article extraction from raw HTML. Reader mode as an API.

HTML→MD
/validate

Cron, JSON Schema, regex, YAML, TOML, semver. Structured error output.

/ → required: "name" missing
/detect-file

MIME type, encoding, and language detection. From content bytes, not extensions.

python, utf-8, 1.2kb
/optimize-image

Lossy and lossless compression for PNG, JPEG, and WebP.

142kb 38kb -73%
# /hash

SHA-256, MD5, SHA-1, SHA-512 in one call.

e3b0c44298fc1c14...b855
/convert-document

20+ formats via Pandoc: PDF, DOCX, LaTeX, JATS XML, and more.

PDF→MDDOCX→HTMLLaTeX→PDF

Integration

Drop-in for any stack

Plain HTTP. Any language. MCP server included.

curl
curl -X POST https://morso.dev/api/format-code \
  -H "Authorization: Bearer sk_morso_..." \
  -H "Content-Type: application/json" \
  -d '{"language":"python","code":"def hello( ):return 42"}'
TypeScript
const res = await fetch("https://morso.dev/api/hash", {
  method: "POST",
  headers: {
    "Authorization": "Bearer sk_morso_...",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    algorithm: "sha256",
    input: "hello world",
  }),
});
const { hash } = await res.json();

Compatible

Works with every agent

Claude Code Codex CLI Gemini CLI Cursor Cline Custom Agents

Performance

10–32x cheaper than LLM tokens

Every call is deterministic and CPU-only. No GPU, no inference cost, no token waste. Your agent reasons; Morso executes.

Playground

Try any endpoint

Stateless. JSON in, JSON out. 3ms median.

Request
POST /api/hash
Host: morso.dev
Authorization: Bearer sk_morso_...

{
  "algorithm": "sha256",
  "input": "hello world"
}
200 Response
{
  "hash": "b94d27b9934d3e08a52e52d7da7dabfac484efe37a5380ee9088f7ace2efcde9",
  "algorithm": "sha256",
  "time_ms": 1
}

Pricing

Pay per credit

500 credits/month free. Standard endpoints cost 1 credit, Premium costs 5. Scale when you need to.

$4.50/month
5,000credits
Credit breakdown4,500 billable
Free (500)Standard (3,500)Premium (1,000)
Standard1 credit/req
4,000req
0100k
Premium5 credits/req
200req
020k

500

free credits/mo

$0.001

per standard request

$0.005

per premium request

Stop burning tokens on
deterministic work

No hallucinations. No model drift. No inference cost.
500 free credits/month — no credit card required.

Get your API key →