mcp-local-memory

by Beledarian · MCP Server · ★ 30

About mcp-local-memory

Local Memory MCP Server 🧠 A lightweight, privacy-first, "Zero-Docker" memory server for AI agents. This server provides semantic search, keyword search, and a knowledge graph—all running natively on your local machine. Key Features Hybrid Search: Semantic (Vector) search + Keyword (FTS5) search. Local Embeddings: Uses (ONNX) to run locally on your CPU. Knowledge Graph: Structured and tables to link facts. Advanced Graph Traversal: Recursive queries to find "friends of friends" (Deep Graph).

agent-orchestrationagenticagentic-workflowcodingcoding-agent-memorycoding-agent-skillsllmmcpmcp-servermemory

Quick Facts

Stars30
Forks1
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score69.5295150449159/100
Last Updated2026-05-05
Created2026-02-02
Platformsmcp, node
Est. Tokens~40k

Compatible Skills

These tools work well together with mcp-local-memory for enhanced workflows:

  • skillpack — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (59%)
  • diffx — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)
  • skills-management — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
  • OpenMolt.dev — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)

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Frequently Asked Questions

What is mcp-local-memory?

mcp-local-memory is A lightweight, powerful local memory server for AI agents supporting text, entities, and relations. Enables persistent codebase understanding and user preference management.. It is categorized as a MCP Server with 30 GitHub stars.

What programming language is mcp-local-memory written in?

mcp-local-memory is primarily written in TypeScript. It covers topics such as agent-orchestration, agentic, agentic-workflow.

How do I install or use mcp-local-memory?

You can find installation instructions and usage details in the mcp-local-memory GitHub repository at github.com/Beledarian/mcp-local-memory. The project has 30 stars and 1 forks, indicating an active community.

What license does mcp-local-memory use?

mcp-local-memory is released under the MIT license, making it free to use and modify according to the license terms.

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