Agent
Discoverability

Nerf Watch

Daily scores for Claude and GPT models on one private, code-graded test suite, so you can see whether a model is scoring lower than its own baseline.

View in the Claude registry
Integration details

Description

Nerf Watch gives the same private, code-graded tests to nine Claude and GPT models every day: Claude models through Claude Code on a Claude Max plan, and GPT models through Codex on ChatGPT Pro. Each model is compared with its own recent baseline. This connector reads the published results through two read-only tools. get_nerfwatch_scores returns each model's latest score, previous runs, change and baseline. get_nerfwatch_history returns one model's retained daily score history, oldest first. Use it to answer questions such as "Has Opus 5.5 scored lower this week?" or "How has GPT-6.1 Sol's score moved since October 20?" Limits: each model runs once a day, so a single day is noisy. Missing days are missing, not zero, and comparisons hold within one suite version. A lower score is a lower score on this suite, not proof that a provider changed a model. The tests themselves stay private. No account or sign-in is needed, and the connector writes nothing. tokenusage.dev is independent and not affiliated with Anthropic or OpenAI.

Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Data & Analytics

The broad Category that contains the Primary Subcategory.

Primary Subcategory
AI Project Directories & Agent Benchmarks

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

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Access
No account required
First tracked
2026-10-21
Tool count
2
Geography
US
Agent DiscoverabilityClaude Discoverability Score

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Primary Subcategory
0 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
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—MCP & Skills FinderPending VerificationGet notified
—Mixer4AIPending VerificationGet notified
—My AI GuidePending VerificationGet notified
—Nerf WatchPending VerificationGet notified
—NonobenchPending VerificationGet notified
—PodPending VerificationGet notified
—PromptedSitePending VerificationGet notified
—Release DeskPending VerificationGet notified
—StacklistPending VerificationGet notified
—ToolfoundPending VerificationGet notified
—toolgrepPending VerificationGet notified
—ToolMatchPending VerificationGet notified
Tools

2 tools agents can invoke

Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
FAQs

Nerf Watch Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Nerf Watch's Claude Connector 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 Nerf Watch alternatives on Claude?

As of 2026-10-22, Nerf Watch competes with AgentTrust, Arcopolis, AttentionWatch, Conqueia, HalaLaunch, INAM Protocol, Infrabase, Jobbi Agent Gigs and 12 more in Claude AI Project Directories & Agent Benchmarks, ranked by public Discoverability Score.

Where is this profile measured?

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