Context7 vs Toad

Summary

Context7 vs Toad (MCP Servers & Skills). Agent test scores: Context7 9.1/10, Toad not yet tested. No head-to-head verdict yet because Toad has not been tested. Pricing: Context7 — Pro $10/seat/mo (2,000 calls/seat); Toad — Pro $15/mo, or $12.50/mo billed $150/yr (up to 100 machines).

Every fact on this page comes from our tool records and test logs. Last updated:

Key facts

Context7

VibeToolRank score
9.1/10
Last tested
2026-10-16
Runs
3 runs
Outcome score
8/10
Edition tested
@upstash/context7-mcp 4.4.2, local MCP, no API key, no LLM
Free plan
Yes: 1,000 API calls/mo
Price
Pro $10/seat/mo (2,000 calls/seat)
Pricing checked
2026-10-16

Toad

VibeToolRank score
Not yet tested
Why not tested
Testing it requires installing a root-level agent that runs remote commands on the machine, which we won't run on our test machine.
Free plan
Yes: free for one machine
Price
Pro $15/mo, or $12.50/mo billed $150/yr (up to 100 machines)
Pricing checked
2026-10-17

Side by side

FieldContext7 Toad
What it isContext7Up-to-date library docs for coding agents via MCP.ToadOne MCP server that lets Claude, Claude Code, Cursor or any MCP client run commands and work with files on all your machines.
PricingContext7Pro $10/seat/mo (2,000 calls/seat)ToadPro $15/mo, or $12.50/mo billed $150/yr (up to 100 machines)
Free tierContext7Yes: 1,000 API calls/moToadYes: free for one machine
Pricing verifiedContext72026-10-16Toad2026-10-17
Edition testedContext7@upstash/context7-mcp 4.4.2, local MCP, no API key, no LLMToad—
Tested onContext72026-10-16Toad—
Outcome scoreContext78ToadNot yet tested
Speed scoreContext710ToadNot yet tested
Cost scoreContext710ToadNot yet tested
Developer experience scoreContext79ToadNot yet tested
Reliability scoreContext710ToadNot yet tested
Overall scoreContext79.1ToadNot yet tested

What our tests found

Context7

3/3 runs: resolved 'astro' to /withastro/docs and returned current Astro 5 content-collection docs (defineCollection, glob loader, src/content.config.ts) in 5-8s, with no key or account. Agent uplift on a coding task was not measured.local MCP

Pros
  • Worked with no API key or account in our test
  • Returned current, version-correct docs (Astro 5) with source links
  • 3/3 runs in 5–8s
Cons
  • Tool names changed from older guides (query-docs, not get-library-docs)
  • Output length varied a little between identical queries
  • We did not measure how much it improves an agent's coding results

Who it’s for: Anyone whose coding agent keeps using outdated framework APIs and needs fresh library docs in context.

Toad

Not yet tested.

Who it’s for: Developers who want their AI agent to reach their laptop and servers without opening ports, with per-machine tool switches.

Verdict

Pending: we only publish a verdict once both tools have been tested.

FAQ

Is Context7 free?

Yes: 1,000 API calls/mo (pricing checked 2026-10-16).

Is Toad free?

Yes: free for one machine (pricing checked 2026-10-17).

How much does Context7 cost compared with Toad?

Context7: Pro $10/seat/mo (2,000 calls/seat). Toad: Pro $15/mo, or $12.50/mo billed $150/yr (up to 100 machines).

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Scores come from our own tests and are never for sale; sponsored placements are always labelled. Some links are affiliate links (currently Railway). Disclosure