← Back to list

rag-mcp

MCP Server Memory Low risk

RAG-over-a-corpus MCP server. search_knowledge returns cited passages (source + heading + chunk index). Fully local, $0 embeddings, ChromaDB, incremental ingest.

基于语料库的 RAG MCP 服务器。search_knowledge 返回带引用的段落(来源 + 标题 + 块索引)。完全本地化,$0 嵌入,ChromaDB,增量摄取。

How to install

No unified install command; see the repository README.

Recommendation signals

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

Meta

License
MIT
Language
Python
GitHub stars
0
mo. downloads
Last push
2026-08-21
Created
2026-06-30

Links

Basic safety check

Findings
curated 收录但无 npm 包/安装命令
Sources
curated:punkpeye/awesome-mcp-servers
Topics
embeddings, mcp, model-context-protocol, rag, vector-search

Related plugins

Claude Code
Score82

get-shit-done

gsd-build/get-shit-done

A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.

☆ 64.6K ↓ 47.9K Memory
DeepSeek Harness
Score79

dsh-mnemon

dsh-external/dsh-mnemon

Composable three-tier memory control plane for DeepSeek Harness: persistent runtime context, searchable project documents, pluggable long-term memory, guarded strategies, WebUI, and headless tools.

☆ 303 ↓ 22.6K Memory
DeepSeek Harness
Score79

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.

☆ 22.0K ↓ 119.1K Memory
MCP ServerClaude CodeCodex
Score78

mcp-ssh-manager

bvisible/mcp-ssh-manager

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

☆ 463 ↓ 4.4K Memory