Skip to main content
Glama
deenesjakoruzh
phytul

Phloem MCP Server

by phytul
OverviewSchemaRelated ServersScoreDiscussions
TypeScript
Remote

Phloem

Phloem 是一个企业级、自托管的基于 RAGFlow 的知识库平台。它通过类型化的 Node.js API 网关和 MCP 服务器封装引擎，实现无缝的 Agent 集成。

Phloem（韧皮部）——植物体内运输营养物质的维管组织。知识也应如此流动。

为什么选择 Phloem

  • 自托管 — 你的文档、你的基础设施、你的控制权。数据不会离开你的环境。

  • Agent 就绪 — 通过 REST API 或 MCP 服务器暴露知识库，使 AI Agent 获得基于检索增强的可靠答案。

  • 端到端类型化 — 一个 OpenAPI 契约驱动网关路由、客户端 SDK 和模拟层。减少集成意外。

  • 可替换后端 — 适配器层隔离 RAGFlow；无需触及业务代码即可替换或升级引擎。

  • 可扩展 — 扩展点注册表（中间件、路由、MCP 工具、Web 模块），专为无需分叉的插件式定制而设计。

Related MCP server: Modular RAG MCP Server

架构

┌────────────┐   REST    ┌─────────────┐            ┌──────────────┐
│  Web UI    │──────────▶│   Gateway   │──adapter──▶│   RAGFlow    │
│  (React)   │           │  (Fastify)  │            │  (submodule) │
└────────────┘           └──────┬──────┘            └──────────────┘
                                │
                         ┌──────┴──────┐
                         │ MCP Server  │  ◀── Claude Desktop, Cursor, custom agents
                         └─────────────┘

包

包

描述

@phloem/shared

类型、Zod 模式、API 契约

@phloem/gateway

带适配器层的 Fastify API 网关

@phloem/mcp

暴露知识工具的 MCP 服务器

@phloem/web

React Web 控制台（深色、极简）

@phloem/eslint-config

共享的 ESLint 扁平配置

快速开始

前提条件

  • Node.js ≥ 22

  • pnpm ≥ 9

  • Docker（用于 RAGFlow 后端）

安装

git clone --recurse-submodules https://github.com/phytul/phloem.git
cd phloem
pnpm install
cp deploy/docker/.env.example deploy/docker/.env

运行（模拟模式 — 无需后端）

# Gateway
pnpm --filter @phloem/gateway dev

# Web console (mock data via MSW)
VITE_API_MODE=mock pnpm --filter @phloem/web dev

运行（使用 RAGFlow）

# Build and start RAGFlow (Lite profile, Infinity engine)
docker compose -f deploy/docker/docker-compose.yml -f deploy/docker/docker-compose.lite.yml up -d

pnpm --filter @phloem/gateway dev
pnpm --filter @phloem/web dev

验证

curl http://localhost:3000/healthz

API

REST 契约是单一事实来源：openapi.yaml。

核心资源：

  • POST /v1/retrieval — 跨数据集混合检索

  • GET/POST /v1/datasets — 知识库管理

  • POST /v1/datasets/{id}/documents — 文档上传

  • GET /healthz — 存活探针

MCP 工具

工具

描述

retrieve_knowledge

跨知识库混合检索

list_datasets

列出可用知识库

开发

pnpm run build        # build all packages
pnpm run typecheck    # strict TS check across the monorepo
pnpm run lint         # ESLint + Prettier

提交遵循 Conventional Commits。钩子（lint-staged + commitlint）自动强制执行此规范。

许可证

Apache-2.0

链接

  • RAGFlow — 底层引擎

  • MCP — 模型上下文协议

This server cannot be installed

A
license - permissive license
-
quality - not tested
B
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

  • sage-mcp

    ltaysh0
    F
    license
    -
    quality
    C
    maintenance
    Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.

  • Modular RAG MCP Server

    Nhuajia
    A
    license
    -
    quality
    C
    maintenance
    Exposes RAG-related tools (query_knowledge_hub, list_collections, get_document_summary) via the Model Context Protocol, enabling AI assistants to perform hybrid search, document ingestion, and evaluation on knowledge bases.
    MIT

  • Modular RAG MCP Server

    sjjjlol
    A
    license
    -
    quality
    D
    maintenance
    A pluggable RAG framework that exposes hybrid search, ingestion, and evaluation tools via the Model Context Protocol, enabling AI assistants like Copilot and Claude to query knowledge bases directly.
    MIT

View all related MCP servers

Related MCP Connectors

  • Ragora

    Search your knowledge bases from any AI assistant using hybrid RAG.

  • Penfield Memory

    Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

  • Orcha

    Securely search and manage workspace context files for AI agents and teams.

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/phytul/phloem'

If you have feedback or need assistance with the MCP directory API, please join our Discord server