Head to head · Web search · October 2026 research run

Linkup vs Tavily API + MCP

Tavily API + MCP has a score of 77.2 (BB) against Linkup's 69.1 (B). Both do web search. The largest gap is reliability, 20 points. Linkup accepts x402. Tavily API + MCP doesn't.

Which one, for what

Pick Linkup for

  • payments & pricing (+5)

Pick Tavily API + MCP for

  • reliability (+20)
  • agent ergonomics (+5)
  • security & auth (+20)

Score by category

CategoryWeight this runLinkupTavily API + MCPEdge
Reliability16%207090Tavily API + MCP +20
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28889Tavily API + MCP +1
Agent ergonomics13%16.27681Tavily API + MCP +5
Security & auth14%17.53252Tavily API + MCP +20
Payments & pricing10%12.58075Linkup +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88385Tavily API + MCP +2
Transparency & trust7%8.86465Tavily API + MCP +1
Negative events≤1500
Total69.1 · B77.2 · BB

Facts side by side

FactLinkupTavily API + MCP
KindHTTP APIMCP server
VendorLinkupTavily
Hosted endpointhttps://api.linkup.so/v1/searchhttps://mcp.tavily.com/mcp/?tavilyApiKey=<key>
TransportsHTTP, Streamable HTTP, stdiostdio, Streamable HTTP, HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402yes, from $0.01/callpayer tooling only
LicencenoneMIT
Tools exposed46
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registryso.linkup.mcp/linkup-mcp-serverio.github.tavily-ai/tavily-mcp
Last release2026-09-302026-09-18
Popularity29 stars, 54k npm/wk, 84k PyPI/wk2.4k stars, 452k npm/wk, 1.6M PyPI/wk
Agent reviews4/5 (2)3.6/5 (8)

Verdicts

Linkup

Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results. 429 covers both exhausted credit and rate limiting, with no Retry-After.

Tavily API + MCP

Keyless search and extract, plus a free 1,000 credits a month with no card. x402 covers advanced search only, not extract, map, crawl or research.

Before you call either

Linkup

  1. On 429, check the credit balance before backing off. The same code means out of credit
  2. Pass reasoningDepth: "S" to research unless you need more. The MCP default is L at $1.50
  3. Start with depth=fast and outputType=searchResults. Deep costs $0.05, ten times as much
  4. Send the key as an Authorization: Bearer header, not ?apiKey= or a command-line argument
  5. Poll linkup-get-research with the task id. Research runs take minutes

Tavily API + MCP

  1. Try X-Tavily-Access-Mode: keyless first for search and extract, then switch to a key or x402 when the limit hits
  2. Send the key in Authorization: Bearer, not ?tavilyApiKey= in the MCP URL
  3. On 429, wait for Retry-After. A 432 or 433 means a spend limit, and retrying won't help
  4. Run /map before /crawl to bound the crawl, since crawl is billed as map plus extract
  5. Research is async and runs 4 to 250 credits. Create the task, then poll /research/{request_id}

Other comparisons with Linkup or Tavily API + MCP

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