Grounded Synthesizer (reference)
MCP serverDev toolsGrounded synthesis from public sources. 3 free calls total; then $0.10 brief or $0.25 deep via x402.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the synthesize intelligence tool from Grounded Synthesizer (reference)
Install Grounded Synthesizer (reference)
The server’s own address, for the clients that take one directly. Or connect ahel onceand 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 grounded-synthesizer-reference 'https://synthesis.getstringer.app/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://synthesis.getstringer.app/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=grounded-synthesizer-reference&config=eyJ1cmwiOiJodHRwczovL3N5bnRoZXNpcy5nZXRzdHJpbmdlci5hcHAvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://synthesis.getstringer.app/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 grounded-synthesizer-reference --url 'https://synthesis.getstringer.app/mcp'Run it once, then sign in with codex mcp login grounded-synthesizer-reference if the server asks for an account.
From the project's README
As published by agentstringer/grounded-synthesizer in README.md.
This is a runnable reference implementation of the Stringer Grounded Synthesizer, a research
service that returns extractive quotations with citations from verified public sources and
refuses a topic it cannot ground. It mirrors the caller-observable surface of the hosted
service at synthesis.getstringer.app and holds nothing back that a caller can see.
The boundary rule is the one stated in the worker header: a behaviour belongs here when an unauthenticated caller can observe it from outside. The bearer-gated admin stats route, the Durable Object funnel counters, the caller hashing, and the provider cost rate card stay out.
What the reference runs on
Node.js 20 or newer. The Worker is dependency-free and runs with no API keys and no external state, because the default research provider is a fixture-backed stub. That is the point: a stranger can clone the tree and watch the grounding and the refusal end to end without holding a single paid key.
git clone <this repository>
cd synthesizer-public
node --test test_discovery.mjs test_worker.mjs
To run it as a Worker locally, use Wrangler 4 (npx wrangler dev). No secret setup is
required; the free allowance is held in process for the reference and is documented as such
in wrangler.toml.
Hosted endpoints (the service this documents)
- MCP:
https://synthesis.getstringer.app/mcp - MCP tool:
synthesize_intelligence - REST:
POST https://synthesis.getstringer.app/v1/synthesize - REST alias:
POST https://synthesis.getstringer.app/v1/execute - Discovery:
/.well-known/mcp.json,/server.json,/llms.txt,/llms-full.txt,/robots.txt,/sitemap.xml
The first three calls are free, total, with no signup and no claim header. The allowance does
not reset. After that, a brief synthesis costs USD 0.10 and a deep synthesis costs USD 0.25,
both paid through x402 v2 USDC on Base (eip155:8453). An unpaid call after the allowance is
exhausted returns HTTP 402 with the accepted payment requirement in PAYMENT-REQUIRED and
the tier price in X-402-Price-USD.
Grounding contract
- A brief synthesis requires at least 2 distinct verified sources.
- A deep synthesis requires at least 3 distinct verified sources.
- Every claim is an extractive quotation with a source URL and a character offset.
GROUNDED: the quotation checks passed.REFUSED_UNVERIFIED_CLAIMS: fewer than the required verified sources, or a quote failed verbatim verification.SOURCE_EXTRACTION_FAILED: a named source could not be fetched or extracted.
The refusal is the product's whole claim. The test harness observes the grounded case and the refusal case red before making each green, so neither path can pass on a test that has never failed.
Swapping the stub for a real provider
The research provider is an injectable seam. synthesizeGroundedReport takes a provider
argument, and the fetch handler reads env.researchProvider. The default is
createFixtureProvider(), which searches a fixed corpus of three source documents and never
makes a network call.
A real provider implements the same two methods:
{
async search(query, numResults, domainsFilter) {
// Return [{ url, title }] from your search backend.
},
async extract(url) {
// Return { ok: true, document: { url, title, markdown, via } } on success, or
// { ok: false, source_url: url, stage, reason } on failure.
},
}
Wire one in by exporting it on the Worker environment, for example with an Exa search key and a Firecrawl scrape key held as Worker secrets. The reference never hard-codes a provider's unit cost and never names the hosted service's margin internals; the seam is the only thing a reader needs to change.
REST
curl -i https://synthesis.getstringer.app/v1/synthesize \
-H 'Content-Type: application/json' \
--data '{"topic":"Base network USDC settlement","depth":"brief"}'
Free responses carry X-Stringer-Access-Tier: free and X-Stringer-Free-Remaining. The
fourth call returns HTTP 402. See openapi.json and RECIPES.md for the full flow.
MCP
Streamable HTTP at https://synthesis.getstringer.app/mcp. Clients must send both
application/json and text/event-stream in Accept. The server implements initialize,
ping, tools/list, and tools/call for synthesize_intelligence.
Test
node --test test_discovery.mjs test_worker.mjs
python3 -m py_compile client_sdk.py
License
MIT. See LICENSE.
Tools it offers (1)
What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
synthesize_intelligence
Signals
- Last commit
- Sep 2026
Advanced
- Delivery
- synthesizer MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
app-getstringer-synthesizer- Source
- github.com/agentstringer/grounded-synthesizer
- Hosted endpoint
https://synthesis.getstringer.app/mcp