Contextcore

About Contextcore

ContextCore One MCP server for all your local files. Search everything, send only what matters to AI. Stop pasting entire files into Claude. ContextCore indexes your notes, code, documents, images, audio, and video locally — then exposes a single MCP server that any AI tool can query. Instead of bloating your context window, Claude searches first and retrieves only the relevant chunks. 57% fewer tokens. Same answers. No cloud.

ai-tools claude-desktop claude-tools cline clip context-window cost-optimization cursor embeddings hybrid-search

Quick Facts

Stars	22
Forks	5
Language	Python
Category	MCP 服务器
License	AGPL-3.0
Quality Score	52.778/100
Last Updated	2026-06-13
Created	2026-02-27
Platforms	claude-code, cli, mcp, python
Est. Tokens	~18k

Compatible Skills

These tools work well together with Contextcore for enhanced workflows:

skills — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
prompt-refiner — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
claude-api-cost-optimization — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
context-compressor — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
claw-compactor — semantic(0.25)+complementary+rare_topics+same_lang+shared_platform (53%)

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Frequently Asked Questions

What is Contextcore?

Contextcore is ContextCore: An MCP server for Claude (or any AI tool) that enables massive token saving through hybrid search (BM25 + Embeddings). It is categorized as a MCP 服务器 with 22 GitHub stars.

What programming language is Contextcore written in?

Contextcore is primarily written in Python. It covers topics such as ai-tools, claude-desktop, claude-tools.

How do I install or use Contextcore?

You can find installation instructions and usage details in the Contextcore GitHub repository at github.com/lucifer-ux/Contextcore. The project has 22 stars and 5 forks, indicating an active community.

What license does Contextcore use?

Contextcore is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP 服务器 tools