Skip to main content
Glama
sirius-tangzhiming

mcp-project-search

by sirius-tangzhiming
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

mcp-project-search

项目搜索 MCP Server，基于 Milvus 向量数据库，支持语义搜索、混合搜索和标量精确查询。

功能

工具

说明

search_project

语义搜索，根据自然语言描述搜索项目

hybrid_search_project

混合搜索（向量语义 + BM25 关键词），对口语化短关键词效果更好

query_project_by_name

按项目名称精确查询

query_projects_by_filter

按标量字段（省份/城市/状态等）过滤查询

Related MCP server: Tea Rags MCP

环境变量

变量

默认值

说明

MILVUS_URI

http://10.15.208.159:19530

Milvus 连接地址

OLLAMA_EMBEDDING_URL

http://10.15.208.159:11434/api/embed

Ollama Embedding API 地址

安装

# 从 GitHub 安装
pip install git+https://github.com/sirius-tangzhiming/mcp_-repository.git

# 或用 uvx 直接运行
uvx --from git+https://github.com/sirius-tangzhiming/mcp_-repository.git mcp-project-search

MCP 客户端配置

{
  "mcpServers": {
    "project-search": {
      "command": "uvx",
      "args": [
        "--from", "git+https://github.com/sirius-tangzhiming/mcp_-repository.git",
        "mcp-project-search"
      ],
      "env": {
        "MILVUS_URI": "http://your-milvus:19530",
        "OLLAMA_EMBEDDING_URL": "http://your-ollama:11434/api/embed"
      }
    }
  }
}

依赖

  • Python >= 3.11

  • Milvus >= 3.0（需要 BM25 全文检索支持）

  • Ollama + bge-m3 模型（用于生成 Embedding）

This server cannot be installed

A
license - permissive license
-
quality - not tested
C
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.

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/sirius-tangzhiming/mcp_-repository'

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