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Context7

Context7 fetches up-to-date code examples and documentation right into your LLM's context. No tab-switching, no hallucinated APIs that don't exist, no outdated code generation.

View in the Claude registry
Integration type
Connector
Verification status
Verified connector
Platform
Claude
Category
Developer Tools

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Developer Docs & Reference Search

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
Developer Reference & Docs

Other Subcategories where the Integration is visible.

Brand
Context7
Access
Account required
First tracked
2026-02-06
Tool count
2
Geography
US

Claude Discoverability Score

Live · refreshed daily. Last refreshed

Context7 in Developer Docs & Reference Search

25/100
Buried

#3of 21competitors

Shown to buyers in 25.0% of contested Runs.

How this score is measured
Improve your score Talk to our team

What we measure

One core score. Three important factors to discoverability.

  • Picked

    · 25/100
    Sets the score

  • Found

    · 8.8/100
    Diagnostic

  • Positioned

    · 37.5/100
    Diagnostic
Primary Subcategory

Competing in Claude Developer Docs & Reference Search

View Category
#3 of 21ranked by public Discoverability Score
Primary Subcategory
1Microsoft Learn100/100
2GraphOS MCP Tools30/100
3Context725/100
4Exa20/100
5Mastercard Developers16/100
Score explained

What does 25/100 mean?

25 is Context7's rounded picker appearance rate. It appeared in the connector picker, or Claude invoked it directly, in 25% of contested conversations. All three measures are important to discoverability: Picked determines the headline score, Found shows how often Claude found Context7 in connector search, and Positioned shows where it appeared in the picker.

InvisibleBuriedEmergingCompetitiveWinning

Context7 is 15 points from Emerging.

FoundDiagnostic

Whether Claude found your Connector in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Connector appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Connector appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

Read the full scoring methodologyRecommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.
Tools

2 tools agents can invoke

Context7 FAQ
How do I improve a Verified connector's discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Context7 alternatives on Claude?

As of 2026-08-14, Context7 competes with Microsoft Learn, GraphOS MCP Tools, Exa, Mastercard Developers, Vercel, Wix, Autodesk Product Help, pg-aiguide, Stack Overflow, commercetools Knowledge, Compiler Explorer, Devart Learn, Ezoic Setup, GameAnalytics Documentation, Infobip Documentation, MDN, MercadoLibre, ReactVision: ViroReact MCP, Soracom Knowledge, TALON Knowledge in Claude Developer Docs & Reference Search, ranked by public Discoverability Score.

Where does Context7 rank in Developer Docs & Reference Search on Claude?

As of 2026-08-14, Context7 ranks #3 of 21 in Claude Developer Docs & Reference Search with a Discoverability Score of 25/100 (Buried).

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.