Deep research API · MCP-native · B2B GTM

The deep research agent — for your agent stack, not your browser tabs.

25-step ReAct planner, 5 search & scrape tools, GTM-tuned reasoning (buying signals, ICP fit, tech stack). Drop into Claude Code, Cursor, or any MCP client — sourced, schema-valid JSON in one call instead of wiring Tavily + an LLM.

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  • 25-step ReAct planner
  • 5 search & scrape tools
  • GTM-tuned (ICP, buying signals)
POST /research · ReAct trace live
TASK Find Series B SaaS in Berlin hiring Heads of Sales (schema: company, role, source_url).
THOUGHT Start by listing fresh Series B raises in Berlin.
ACTION NewsSearch("Berlin SaaS Series B 2026")
OBS 14 results — Tymyo, Pliant, Glean.io, Stark, …
THOUGHT Check careers pages in parallel.
ACTION DeepSearch × 5 (Tymyo, Pliant, Glean.io, Stark, Lemon.io)
OBS 3 open Head-of-Sales roles with sources.
FINAL [{"company":"Tymyo","role":"Head of Sales EMEA","source_url":"…"}, …]
200 · 8 tool calls · 4.2 s schema-valid
Steps per query
25

ReAct planner · configurable (8 / 25 / 40)

Research tools
5

WebSearch · DeepSearch · NewsSearch · Scrape · Map

Per query (Scale)
€0.024

Pay-as-you-go from €49/mo · no minimum

Features built for agents

Every feature is designed for programmatic use — REST, MCP, structured outputs. No UI click required.

GTM-tuned ReAct planner

Buying signals, ICP detection, tech-stack inference baked into the system prompt. Not a generic chatbot — an agent that knows where sales data lives.

5 tools, picked autonomously

WebSearch, DeepSearch (search + scrape), NewsSearch (last 30 days), Scrape, Map. The agent picks which tool closes the next gap, every step.

Native MCP — for your agent stack

Streamable HTTP MCP server. Drop into Claude Code, Cursor, LangChain, any MCP client. No wrapper code.

Schema-validated outputs

JSON schema per request. The agent iterates until every required field is filled, then formats to your schema. Drop straight into pipelines.

Bulk runs + 100+ models

Hundreds of prospects in parallel. Async queue with concurrency cap, cancellation, webhook callbacks. OpenRouter under the hood — Gemini, GPT, Claude, Llama.

BYOK & multi-tenant

Override OpenRouter and Serper keys per request via headers. Clean for multi-workspace setups and unlimited volume on your own tab.

How it works

Three steps from prompt to validatable JSON.

01

You send a prompt

POST /research with model, prompt and optional JSON schema. Or call the research MCP tool from your agent stack.

02

The agent researches

WebSearch (Serper), Scrape and Map fire in parallel. A ReAct loop decides what to fetch next.

03

Structured JSON returns

If a schema is provided, a second LLM pass formats exactly to your schema — parseable, validatable, persist-ready.

POST /research 
curl -X POST https://research-agent.net/research \
  -H "Content-Type: application/json" \
  -H "X-Auth-Token: $RA_KEY" \
  -d '{
    "model": "google/gemini-2.5-flash",
    "prompt": "Find Series B SaaS companies in Berlin hiring Heads of Sales",
    "schema": "{\"type\":\"array\",\"items\":{\"type\":\"object\",\"properties\":{\"company\":{\"type\":\"string\"},\"role\":{\"type\":\"string\"},\"source_url\":{\"type\":\"string\"}}}}"
  }'

Pricing

Prices that grow with you

One credit = one autonomous research run, no matter how many sources the agent hits. 200 free credits on signup.

Starter

~€0.049 per query

For solo builders, side projects, and first integrations.

€49 /month
or €124.95 per quarter (15% off)
or €441 per year (25% off)
1,000 credits / month
  • Autonomous ReAct research across 20+ sources
  • Structured JSON outputs
  • REST API + native MCP
  • Email support
Start with Starter
Most popular

Growth

~€0.030 per query

For small teams piping data into real workflows.

€149 /month
or €379.95 per quarter (15% off)
or €1,341 per year (25% off)
5,000 credits / month
  • Everything in Starter
  • Bulk runs with concurrency cap
  • Custom agent templates + schemas
  • ICP scoring & buying signals
  • Priority support
Start with Growth

Scale

~€0.024 per query

BYOK for effectively unlimited volume + higher concurrency.

€299 /month
or €762.45 per quarter (15% off)
or €2,691 per year (25% off)
12,500 credits / month
  • Everything in Growth
  • BYOK: OpenRouter & Serper via headers
  • Higher concurrency limits
  • Webhook callbacks
  • Slack/Discord support
Start with Scale

All plans start with 200 free credits. No credit card. Cancel anytime.

Productive in 60 seconds

Start with 200 free credits. No credit card. Full MCP and REST API.

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