research-mcp
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@research-mcpResearch current MCP security vulnerabilities with cited sources."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
research-mcp
Paid cited research remote MCP for coding / research agents (API key auth, not OAuth).
Why pay: query-tied excerpt packs from allowlisted primaries; refuse uncited — that call is $0. Prepaid packs; meters only on billable successes.
Repo may be private; treat this README as the agent-facing contract. Live Fly host is unchanged.
Marketing site (Cloudflare Pages)
Static landing for https://researchmcp.dev lives in www/ (no build). Point Cloudflare Pages root directory at /www. MCP API remains on Fly — see deploy/CLOUDFLARE_PAGES.md.
Related MCP server: Langclaw CROO Agent
MCP URL (production)
https://research-mcp-mhh.fly.dev/mcpHealth: https://research-mcp-mhh.fly.dev/health
Server card: https://research-mcp-mhh.fly.dev/.well-known/mcp/server-card.json
Credits meter: GET https://research-mcp-mhh.fly.dev/billing/credits (auth’d)
{
"mcpServers": {
"research-mcp": {
"url": "https://research-mcp-mhh.fly.dev/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}Auth
Every /mcp and /billing/credits request:
Authorization: Bearer <key>orX-API-Key: <key>
Keys: prepaid customer key (from Checkout success page) or break-glass API_KEYS (ops; no ledger debit).
Privacy (demand signals)
We log category mix (tool, topic bucket, host, billable vs fail=$0) — not your questions. Opt-in via DEMAND_LOG=1 on the server; default off.
Pricing (locked)
Pack | Credits |
$10 starter | 1000¢ |
$25 standard | 2500¢ |
$50 pro | 5000¢ |
Meter (billable success) | Price |
lite ( | $0.25 |
standard ( | $0.60 |
deep (preview only) | $1.50 published meter; preview path always $0 |
fail = $0: sample/demo, quote-gate fail, density fail, COGS abort, cancel, depth-mismatched golden, preview/parked paths (meta.billable=false, charge_usd=0).
Inspect balance + tables: GET /billing/credits → balance_cents, packs, meters_usd, fail_usd: 0. Break-glass returns { break_glass: true, balance_cents: null } (no fake balance).
When to call each tool
Live (default paid surface)
Tool | Call when | Do not |
| You need cited, query-tied excerpt packs on AI infra / MCP / security. | Do not use |
| You have one URL or claim to fetch/verify. Lite $0.25. | Do not use as open-web search or multi-source synthesis. |
Both return the shared envelope: tldr, body, confidence, sources, gaps, as_of, plus schema_version (2026-09-14). Optional fail_gate: { reason, retryable }, claims / excerpts, retrieved_at. If quotes fail verification on source_url, the run is refused and not billed.
Preview / parked (ENABLE_PREVIEW_TOOLS=1)
Tool / path | Behavior |
| Registered only with the flag. Always $0 / |
| Allowed only with the flag. Always $0. Soft-reserve never demands full deep SKU. |
Without the flag: compare_options is not registered; depth=deep is rejected (preview_required). Directory card still says do-not-call for compare/deep.
No stub billing. No 25-tool kitchen sink — two live tools by default.
Published contract
Schema:
docs/contract/schema.jsonExamples:
docs/contract/examples/happy-research-brief.json,fail-gate.jsonHTTP header on responses:
X-Research-MCP-Schema-Version: 2026-09-14Tool notes:
docs/TOOLS.md
Quickstart (local)
cd /workspace/research-mcp
npm install && npm run build
API_KEYS=dev-key-1 npm start
# optional live brief path:
LIVE_RESEARCH=1 API_KEYS=dev-key-1 npm startcurl -s http://127.0.0.1:3000/health
curl -s -X POST http://127.0.0.1:3000/mcp \
-H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-H 'Authorization: Bearer dev-key-1' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'Env (high-signal)
Var | Notes |
| Break-glass keys (comma-separated) |
| Live search→extract→synthesize→quote gate for quick/standard |
| Register compare + allow deep (always $0) |
| SQLite ledger for customer keys / credits |
Stripe | Prepaid Checkout (test until go-live) |
Tests
npm run eval:all # goldens + off-golden + pipeline
npm run test:billing # ledger / webhook / credits meterLayout
src/server.ts— tool registration (finish-or-hide)src/billing/credits.ts—GET /billing/credits(T10 visible meter)src/contract.ts—schema_version+fail_gatedocs/contract/— published JSON Schema + examplesARCHITECTURE.md— transport / auth / metering
Discovery
Surface | URL / ID |
GitHub | |
Fly MCP | |
Smithery (discovery only) |
Homepage for listings: GitHub, not Smithery.
Ops
See RUNBOOK.md. License: MIT.
This server cannot be deployed
Maintenance
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