no-embeddings

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suyu-creator / github-code-rag-mcp

MCP server for real-time GitHub code search and reuse. FTS5 full-text index + Bing fallback + bonus requirements analysis Agent. Zero git clone, zero vector DB, only 1 dependency.

python github-api sqlite mcp code-search code-reuse fts5 rag model-context-protocol mcp-server claude-code no-embeddings

Updated Aug 19, 2026
Python

wmyung / memento

Star

Agent memory: SQLite fact store + Git wiki + keyword bridge. Multi-agent memory system for AI agents. No embeddings, no vector DB. Zero-dependency Python CLI with MCP server.

wiki sqlite multi-agent python-cli knowledge-base fts5 ai-agent llm memory-system mcp-server agent-memory claude-code codex-cli hermes-agent no-embeddings vector-db-alternative

Updated Jun 28, 2026
Python

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