Event ·Multi-source

Claude Context开源：减少40% token消耗的代码检索MCP工具

Claude Context是一个开源MCP工具，针对Claude Code等代理的代码检索场景，将token消耗降低约40%。它通过向量数据库和嵌入模型实现语义匹配、智能过滤和上下文感知检索，解决了grep模式的信息过载、语义盲点和上下文缺失问题。该工具在GitHub上获得12,000+星标，并登上日榜第一。底层使用Milvus进行BM25+稠密向量混合搜索，支持OpenAI、VoyageAI和Ollama多种嵌入模型。

Current read

如果你用Claude Code、Codex CLI或Cline写代码，试试这个MCP工具，能省掉40%的token费用，而且搜代码更准。

11 sources72° AI heatLast updated 2026/7/15 15:30:00

Evidence

11 sources

Primary sourceMilvus

2026/7/15 15:30:00View source

Related source 1Geek

2026/7/14 06:24:00View source

Related source 2Ethan Mollick

2026/7/14 14:31:45View source

Related source 3IT之家

2026/7/16 06:49:12View source

Related source 4@koltregaskes

2026/7/14 08:30:05View source

Related source 5Latent Space (swyx)

2026/7/14 23:54:07View source

Related source 6Lovable

2026/7/15 14:23:56View source

Related source 7shao__meng

2026/7/16 02:24:07View source

Related source 8arXiv: Anthropic

2026/7/16 06:13:48View source

Related source 9Decoder

2026/7/16 09:55:28View source

Related source 10lmarena.ai

2026/7/13 16:44:21View source

Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.

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