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Claude Code

Agents
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Anthropic's official CLI agent for software development with autonomous coding capabilities

Official Anthropic coding agent with agentic capabilities

Metrics

licensecommercial
providerAnthropic
agent typecoding
base model requirementsclaude-sonnet-4, claude-opus-4
tool integrations count25

Score Breakdown

adoption90
tool use95
memory context90
self reflection88
planning reasoning94

Scoring Methodology

planning_reasoning25% weight

Task decomposition and strategic execution capabilities

Source: AgentBench, WebArena, SWE-bench Verified

tool_use25% weight

Intent recognition, function selection, and execution accuracy

Source: ToolBench, API-Bank, Berkeley Function Calling Leaderboard

memory_context20% weight

Long-context handling and information retention

Source: LongBench, RULER, InfiniteBench

self_reflection15% weight

Error recognition and behavior adjustment

Source: ReAct benchmark, Reflexion evaluation

adoption15% weight

GitHub stars, community usage, ecosystem maturity

Source: GitHub API, PyPI downloads, Stack Overflow activity

Related Signals

Claude Code Leads AI Coding Agent Adoption

Agents1d ago

Claude Code has emerged as the most adopted AI coding agent, with developers citing superior code understanding, autonomous task completion, and seamless IDE integration as key differentiators.

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Last updated: December 24, 2025