#embeddings

Session Indexer

Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama...

ElBruno.ModelContextProtocol

Semantic routing for MCP tools - .NET library that indexes MCP tool definitions and returns the most relevant tools via vector search

SoDam O Brain

클로드코드·코덱스 대화의 결정·약속·금지를 자동 기억, 주제·프로젝트별 분류 + 검색·2D/3D 지식그래프·타임라인 대시보드. 세션 자동 캡처, 중복 기...

Directory Indexer

MCP Server for indexing your local directories into a knowledgebase for your AI Assistants.

VectorCode

A code repository indexing tool to supercharge your LLM experience.

RAG In A Box

RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.

Claude Find

Pull Deep Memory from across your Claude Code Sessions — when you need it.

KMCP

Open-source MCP server for your docs. Zero LLM at query time. docker compose up and go.

RAG Forge

Production-grade RAG pipelines with evaluation baked in

Agent Knowledge

Cross-session memory and recall for AI agents — git-synced knowledge base, hybrid semantic+TF-IDF search, auto-distillation with secrets scr...

Devrag

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.

SafeFlo

Local MCP server giving Claude Code persistent agent memory: hybrid FTS5 + vector search, episodic/semantic/procedural lifecycle, no network...