← Back to list

rag-kb

MCP Server Memory Low risk

Local-first, offline-capable Agent memory & knowledge service. REST + MCP dual-protocol, hybrid retrieval (vector + BM25/RRF), document/webpage RAG. No LLM required for storage & retrieval

本地优先、可离线的智能体记忆与知识服务。REST + MCP 双协议,混合检索(向量 + BM25/RRF),文档/网页 RAG。存储与检索无需 LLM。

How to install

No unified install command; see the repository README.

Recommendation signals

45 Tool quality · Based on stars, downloads, maintenance, security and docs
User interest · Adjusted by in-site views, install copies and download clicks
45 Overall
0views
0unique visitors
0install copies
0download clicks
0outbound clicks

Meta

License
Apache-2.0
Language
Python
GitHub stars
2
mo. downloads
Last push
2026-09-07
Created
2026-08-27

Links

GitHub ↗ Report issue ↗

Basic safety check

Findings
curated 收录但无 npm 包/安装命令
Sources
curated:punkpeye/awesome-mcp-servers

Related plugins

DeepSeek Harness
Score83

dsh-mnemon

omdsh-dev/dsh-mnemon

Cross-agent, local-first persistent memory plugin for DeepSeek Harness (DSH), powered by Mnemon. It shares long-term memory across Mnemon-enabled agents and adds runtime memory, searchable project documents, semantic recall, knowledge graph, and a Sidebar UI.

☆ 345 ↓ 33.1K Memory
MCP ServerClaude Code
Score80

markdownify-mcp

zcaceres/markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

☆ 3.0K ↓ 1.3K Memory
DeepSeek Harness
Score80

hindsight

vectorize-io/hindsight/tree/main/hindsight-integrations/coding-agents

Hindsight, agent memory that learns: long-term project memory with auto recall and retain, knowledge pages, deep reflection, and per-repo memory banks.

☆ 23.2K ↓ 119.1K Memory
MCP Server
Score79

airtable-mcp-server

domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

☆ 456 ↓ 14.0K Memory