treg.to / Catalog / Parallel
5 tools · from $0.001/call · $0.000 markup · 205 calls measured · 100% ok · 1.6s median

Parallel: 5 tools from $0.001/call

Search the web, extract pages, and find people or companies from a description. 5 tools for your agent through one treg.to key, priced at the provider's own rate from $0.001/call, with no Parallel signup.
Start freeSee all 5 toolsAPI docs ↗
$1.00 of free credit once per new verified account · no card · platform tools need no provider signup
5 of 5 tools on this page are live-verified against the provider.
works in
ChatGPTClaudeClaude CodeCodexCursorGrokGemini CLI
What your agent can now do

Parallel, one prompt away

AGENT
ChatGPTClaudeClaude CodeCodexCursorGrokGemini CLI
search the open web by meaning or keyword✓
extract clean content from web pages✓
find people by role, company or location — lead lists and prospects (sales leads)✓
→
▚ treg
$ treg call parallel.web.search
✓ 200 · $0.001/call
$ treg call parallel.web.extract
✓ 200 · $0.001/success
$ treg call parallel.people.search
✓ 200 · $0.005/call
$ _
→
ParallelNO SIGNUP
Search the web, extract pages, and find people or companies from a description.
⚒ 5 TOOLS · metered per call

SEO · https://api.parallel.ai

Set up

Set up Parallel in Claude Code, Codex or any agent

1Give this to your agent
in your agent's chat
set up treg — https://treg.to/llms.txt
2Or add the MCP server yourself
claude code
claude mcp add --transport http treg https://treg.to/mcp

ChatGPT

Settings → Connectors → add https://treg.to/mcp as a custom connector.

Grok bot

Add https://treg.to/mcp as a remote MCP connector in its tool settings.

Claude Desktop

Settings → Connectors → Add custom connector → https://treg.to/mcp.

Cursor, Codex, any MCP client

Point it at https://treg.to/mcp (HTTP transport).

CLI

curl -fsSL https://treg.to/install.sh | sh

Plain HTTP

LangChain, CrewAI or any code: /call/<tool-id> + X-Treg-Token: <token>. No SDK.

Try it

What's the best way to ask?

the prompt
Using treg, search the open web by meaning or keyword. Show me the price first.

Run one directly

a live-verified call
treg call parallel.web.search --method POST --data '{"search_queries":["python requests library"],"mode":"fast","advanced_settings":{"max_results":2}}'
Why treg.to

Why call Parallel through treg.to

No Parallel signup

Eligible tools run on treg.to's key, metered per call from a prepaid balance.

Price before the call

The provider's own rate, $0.000 markup. How billing works.

No subscription, no seats

Platform calls are charged per call. $1.00 free per new team, no card to start.

Your own Parallel key is free

Register it and those calls are never metered. Your key always wins.

Switch by changing a word

Another provider is a different word in the prompt, not a new integration.

One key, the whole catalog

The same token calls AI Ark, Akta by Wokelo, AnyAPI and 3,402 other tools.

The shelf

All 5 Parallel tools

Open web & SEO data · 3 tools
  • Extract web pages · Platform + BYOK · live-verified · $0.001/success
    Return focused excerpts or full Markdown content from up to 20 public URLs. parallel.web.extract
    $0.001 per extracted URL; full content costs the same. Live: two readable URLs with full content reported usage sku_extract_excerpts 2; one unreachable URL returned errors[] and an empty usage list. The hold is one URL and usage settles the rest.
  • Search the web fast · Platform + BYOK · live-verified · $0.001/call
    Return ranked pages with query-focused excerpts in turbo or fast mode. parallel.web.search
    $0.001 per turbo or fast search with ten results included; each result past ten adds $0.001. Live: a two-result turbo search reported usage sku_search 1; a 15-result turbo search reported sku_search 1 and sku_extract_excerpts 5. The hold is the base price and usage settles the rest.
  • Search the web in depth · Platform + BYOK · live-verified · $0.005/call
    Return ranked pages with query-focused excerpts in basic or advanced mode. parallel.web.search.advanced
    $0.005 per basic or advanced search with ten results included; each result past ten adds $0.001. Live: a two-result basic search reported usage sku_search 1, the same SKU name as turbo, so the mode price comes from this row and not from the response. The hold is the base price and usage settles the rest.
Company data · 1 tools
  • Search companies by description · Platform + BYOK · live-verified · $0.005/call
    Return ranked companies matching a plain-language description, each with a URL and summary. parallel.companies.search
    $0.005 per request with 100 results included, including an empty answer. The response reports no usage, so this price settles. Live: ten empty company searches lowered the account balance by $0.05.
People & contact data · 1 tools
  • Search people by description · Platform + BYOK · live-verified · $0.005/call
    Return ranked people matching a plain-language description, each with a profile URL and summary. parallel.people.search
    $0.005 per request with 100 results included, including an empty answer. The response reports no usage, so this price settles. Live: ten empty company searches lowered the account balance by $0.05.

Reliability badges come from live traffic through treg.to. Live-verified means a successful provider check; it does not verify every request variant.

Used in

Jobs Parallel does, compared with the other providers

AI people search and LinkedIn email finder: contacts by title or company

Every provider that does this job, side by side: price per billing unit, measured success rate and speed.

Companies by industry: build a company list by industry, size, location or tech stack through one key

Every provider that does this job, side by side: price per billing unit, measured success rate and speed.

Related

Same jobs, other providers

These providers answer some of the same capabilities as Parallel. The platform pages show them on one row with rate and coverage; choosing is yours, treg.to does not route between providers automatically.

also on the catalog
AI ArkAkta by WokeloAnyAPIApollo.ioAviatoContext.devCompanyEnrichContactOutCoresignalCrawl4AICrunchbaseCrustdata
Questions

Before you start

Do I need a Parallel account?

No. Eligible tools run on treg.to's key and the call is metered from your team's prepaid balance, priced up front. If your team registers its own Parallel key, that key always wins and those calls are never metered.

What does a call cost?

Each tool on this page shows its rate; the cheapest is $0.001/call. The rate is the provider's own and treg.to adds no markup; it is billed per call from a prepaid balance. It is not Parallel's subscription pricing, which is on their own site. New teams start with $1.00 of free credit.

How do I add Parallel to Claude Code?

Run: claude mcp add --transport http treg https://treg.to/mcp. One MCP server carries Parallel and the rest of the catalog.

Which frameworks does it work with?

Anything that speaks MCP (Claude Code, Claude Desktop, ChatGPT, Codex, Cursor, Grok) and anything that can make an HTTP request (LangChain, CrewAI, LlamaIndex, plain code).

Is this the official Parallel MCP server?

No. treg.to serves Parallel's real API through its own metered proxy: the request is the provider's own, the credential is injected server-side, and the answer is relayed verbatim. The official Parallel channels are linked above.