Jsonaut
MCP serverAI & modelsjsonaut repairs malformed JSON that AI models produce, so broken output becomes valid JSON you can actually use. It can also reshape that JSON to match a JSON Schema if you provide one. A free version is available alongside a paid option.
Use Jsonaut in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Jsonaut and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the repair json tool from Jsonaut
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
After adding jsonaut, run your model's JSON output through it whenever it comes back malformed. If you have a JSON Schema, supply it so the repaired output also matches the structure you need.
What your AI can do with it
- Repair malformed JSON from AI model output
- Turn broken output into valid, usable JSON
- Reshape JSON to match a JSON Schema you provide
- Keep steps that rely on JSON from breaking on bad output
Install Jsonaut
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user jsonaut 'https://jsonaut.jsonaut-shaurya.workers.dev/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://jsonaut.jsonaut-shaurya.workers.dev/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=jsonaut&config=eyJ1cmwiOiJodHRwczovL2pzb25hdXQuanNvbmF1dC1zaGF1cnlhLndvcmtlcnMuZGV2L21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://jsonaut.jsonaut-shaurya.workers.dev/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add jsonaut --url 'https://jsonaut.jsonaut-shaurya.workers.dev/mcp'Run it once, then sign in with codex mcp login jsonaut if the server asks for an account.
From the project's README
As published by shoggi211/jsonaut in README.md.
JSON repair & validation built for AI agents as the customer. Send possibly-malformed JSON (LLM tool-call output, another agent's message, a flaky upstream), get back parsed, schema-valid JSON.
- Free tier: deterministic repair — trailing commas, single quotes, truncation, markdown code fences, comments, Python literals — plus JSON Schema validation with type coercion (string→number, defaults, stripping hallucinated fields). Rate-limited per IP.
- Paid tier: LLM-fallback repair for inputs the deterministic pass can't fix. $0.01/call, charged only on success, paid autonomously per-call via x402 (USDC on Base) — no accounts, no signup.
Business context, market research, and the full 3-day plan live in IDEA.md and PLAN.md.
Quickstart
npm install
npm test # 27 tests: repair battery, schema coercion, HTTP API, MCP protocol
npm run dev # http://localhost:8787 — demo page + API + MCP endpoint
Try it:
curl -s -X POST http://localhost:8787/v1/repair \
-H "content-type: application/json" \
-d "{\"input\": \"{'name': 'alice', 'count': '42',}\", \"schema\": {\"type\":\"object\",\"properties\":{\"count\":{\"type\":\"number\"}}}}"
{
"valid": true,
"repaired": { "name": "alice", "count": 42 },
"method": "deterministic-repair",
"changes": ["repaired JSON syntax (jsonrepair)", "$.count: coerced string \"42\" to number"]
}
API
| Route | What it does |
|---|---|
POST /v1/repair | Repair + optional schema validation/coercion. Body: {input, schema?, allow_llm_fallback?} |
POST /v1/validate | Validate only, no repair. Body: {input, schema} |
POST /mcp | MCP server (Streamable HTTP, stateless). Tools: repair_json, validate_json |
GET / | Interactive demo page |
GET /llms.txt | Agent-readable capability + pricing description |
GET /openapi.yaml | OpenAPI 3.1 spec |
Response method values: direct (was already valid), deterministic-repair (free fix), llm-repair (paid fix), failed. changes[] lists every modification so callers can audit what was done to their data.
Using it from an agent (MCP)
claude mcp add --transport http jsonaut https://YOUR-DEPLOYMENT/mcp
Or in any MCP client config:
{ "mcpServers": { "jsonaut": { "type": "http", "url": "https://YOUR-DEPLOYMENT/mcp" } } }
For the paid tier, clients pay via x402 and retry with the X-PAYMENT header (the payment receipt). No accounts or API keys — agents pay per call.
Payment flow (x402)
- Agent calls
/v1/repairwithallow_llm_fallback: true; deterministic repair fails. - Server responds
402with an x402acceptsarray (USDC on Base, amount =PRICE_USD). - Agent pays and retries with the
X-PAYMENTheader; server verifies via the facilitator, runs the LLM repair, and settles only if the repair succeeds.
Configuration
| Env var | Purpose | Required for |
|---|---|---|
OPENROUTER_API_KEY | Enables the paid LLM-fallback tier (via OpenRouter; free model by default) | Paid tier |
OPENROUTER_MODEL | Override the model (default meta-llama/llama-3.3-70b-instruct:free) | — |
X402_PAY_TO | Wallet address on Base receiving USDC | x402 rail |
X402_NETWORK | base or base-sepolia (default base) | x402 rail |
FACILITATOR_URL | x402 facilitator for verify/settle | x402 rail |
FREE_DAILY_LIMIT | Free calls per IP per day (default 100) | — |
PRICE_USD | Paid-tier price (default 0.01) | — |
DEV_ALLOW_FREE_LLM | true opens the paid tier for local dev only | — |
Local dev secrets go in a .dev.vars file (git-ignored) or your shell env.
Deployment (Cloudflare Workers)
npx wrangler login
npx wrangler kv namespace create KV # then paste the id into wrangler.toml
npx wrangler secret put OPENROUTER_API_KEY
npx wrangler deploy
The same codebase runs on Node for local dev (npm run dev) and on Workers in production — storage falls back to in-memory when no KV binding exists.
Project structure
src/core/ pipeline.ts (repair engine) · coerce.ts (schema coercion) · llm.ts (paid tier)
src/http/ app.ts (routes) · payment.ts (x402 rail) · ratelimit.ts · demo.ts · billing.ts (parked, unused)
src/mcp/ server.ts (stateless Streamable HTTP MCP server)
src/worker.ts Cloudflare Workers entry
src/dev.ts Node dev entry
test/ full battery: broken-JSON cases, coercion, HTTP, MCP protocol
Known limitations (MVP)
- Schema coercion does not resolve
$reforoneOf/anyOfbranches. - x402 verification requires an external facilitator (
FACILITATOR_URL); there is no on-chain verification built in. - Free-tier rate limiting is approximate under high concurrency (KV read-modify-write).
Tools it offers (4)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
repair_jsonvalidate_jsonextract_jsoninfer_schema
Signals
- GitHub stars
- 1
- Last commit
- Jul 2026
Advanced
- Delivery
- jsonaut MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-shoggi211-jsonaut- Source
- github.com/shoggi211/jsonaut
- Hosted endpoint
https://jsonaut.jsonaut-shaurya.workers.dev/mcp
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