#embeddings

Zemail

Semantic search over your Gmail, from inside Claude Code. Embeds your full inbox with zembed-1 and reranks with zerank-2 — finds emails by m...

Memphis

Memphis – Self‑Evolving AI Agent Runtime

Semantic Cache MCP

MCP server that reduces LLM token usage by 80%+ through intelligent file caching, semantic diffs, and content-defined chunking.

MemoryPilot

The most advanced AI memory server in the world. Hybrid search, Temporal Knowledge Graph, transformer embeddings, AAAK compression (3x token...

Mnemos MCP

🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developer...

Paper Intelligence

MCP server for intelligent paper/PDF management with RAG capabilities

Code Memory

MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.

Semcode

Semantic code-search (semcode) MCP. Indexes code symbols and commit history. Combines dense embeddings with sparse BM25 vectors for hybrid s...

Peoplemesh

PeopleMesh is the AI-powered matching layer for modern organizations. It helps people discover the right colleagues, internal opportunities,...

Claude Code Memory

A Claude Code plugin that gives Claude fully automatic, per-project cognitive memory with hybrid search, session lifecycle hooks, and local...

Unch

Local-first semantic code search for repository annotations via GGUF embeddings and sqlite-vec.

Study RAG

基于 LlamaIndex 的企业级 RAG 知识库检索服务，通过 MCP 协议暴露给 AI Agent 调用。多策略检索（Dense/Sparse/Hybrid/Milvus BM25）、能力可插拔、D...