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Neo4j MCP

by neo4j

Neo4j 的官方模型上下文协议（MCP）服务器。需要运行中的 Neo4j 数据库实例，并安装了 APOC 插件。连接信息通过环境变量（如 NEO4J_URI、NEO4J_USERNAME、NEO4J_PASSWORD 和 NEO4J_DATABASE）进行配置。

Developer toolsstdioCommunity

Repository-wide counts · Cached 2025-11-01

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Overview

The Neo4j MCP MCP server is a publicly available project. Review the upstream repository for installation instructions, supported tools, compatibility, permissions, and current maintenance status.

Configuration

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Open the Neo4j MCP repository to read the latest documentation.

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模型上下文协议服务器

modelcontextprotocol

Community

一组用于模型上下文协议（MCP）的参考实现，展示了对大型语言模型（LLM）工具和数据源的安全且受控的访问方式。

Developer tools

Context7 Platform - Up-to-date Code Docs For Any Prompt

upstash

Community

Context7 MCP server providing up-to-date, version-specific documentation and code examples for libraries, enabling coding agents to fetch accurate docs and code snippets. Requires an API key for higher rate limits, passed via CONTEXT7_API_KEY header.

Developer tools

Playwright MCP

Microsoft Corporation

Community

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. Enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

Developer tools

AIHawk

feder-cr

Community

AIHawk is an anti detect browser and web browsing agent, open source, with an MCP server for coding agents: undetected, no captchas, no blocks. It requires an OpenRouter API key for the standalone web UI mode, which can be provided via the --openrouter-key flag or the OPENROUTER_API_KEY environment variable or a .env file in the running directory.

Developer tools
FROM THE SOURCE

Repository README

Build-time snapshot · Retrieved 2026-10-05

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Neo4j MCP

Neo4j MCP gives AI assistants and LLM-powered tools direct, structured access to your Neo4j graph database. By implementing the Model Context Protocol (MCP), it acts as a bridge between any MCP-compatible client, such as Claude, Cursor, or VS Code with MCP support, and your Neo4j instance.

Features

  • Explore your graph schema - discover node labels, relationship types, and property keys
  • Let AI reason on your data model without prior knowledge
  • Run Cypher queries - execute, read, and write queries against your database in response to natural language prompts
  • Inspect and analyze data - retrieve nodes, relationships, and paths to answer questions, generate summaries, or feed data to other workflows

Tools

  • get-schema — introspect labels, relationship types, property keys
  • read-cypher — execute read-only Cypher queries that do not modify database data, enforced via EXPLAIN and Neo4j's query-type classification. Note: custom procedures or functions incorrectly classified as read-only by Neo4j may bypass this check; ensuring correct classification is the responsibility of the procedure/function maintainer.
  • write-cypher — execute write Cypher queries (disabled if NEO4J_MCP_READ_ONLY=true)
  • list-gds-procedures — list available GDS procedures

Installation

Install with PyPI:

pip install neo4j-mcp-server

Otherwise see MCP documentation -> Installation.

Server configuration (VSCode)

Create / edit mcp.json:

{
  "servers": {
    "neo4j": {
      "type": "stdio",
      "command": "python",
      "args": ["-m", "neo4j_mcp_server"],
      "env": {
        "NEO4J_MCP_URI": "bolt://localhost:7687",
        "NEO4J_MCP_USERNAME": "neo4j",
        "NEO4J_MCP_PASSWORD": "password",
        "NEO4J_MCP_DATABASE": "neo4j",
        "NEO4J_MCP_READ_ONLY": "true",
        "NEO4J_MCP_TELEMETRY": "false",
        "NEO4J_MCP_LOG_LEVEL": "info",
        "NEO4J_MCP_LOG_FORMAT": "text",
        "NEO4J_MCP_SCHEMA_SAMPLE_SIZE": "100"
      }
    }
  }
}

See MCP documentation > Configuration for more details.

For issues and feedback, you can also create a GitHub issue with reproduction details (omit sensitive data).