官方说明7 个来源MCP 服务8 天前
QuentinCody/catalysishub-mcp-server
🐍 - Unofficial access to the Catalysis Hub database: search and retrieve computational catalysis research and…
在 GitHub 查看 ↗直链 · 无中转页
官方说明Catalysis Hub MCP Server A Model Context Protocol (MCP) server interface to Catalysis Hub's GraphQL API, enabling programmatic access to catalysis research data through flexible GraphQL queries.
配置模板（请按你的客户端调整）
claude mcp add catalysishub-mcp-server -- npx -y catalysishub-mcp-server
这是根据仓库名生成的可粘贴骨架，命令行参数与包名请以该项目 README 为准。
- ★ 数取值
- 2 ★ · QuentinCody/catalysishub-mcp-server · 取自 GitHub 搜索 API · （2026-10-16 20:00:20 核对）
- 来源明细
- 收录自 punkpeye/awesome-mcp-servers 榜单（我们从中收集的条目之一） · 条目类型：MCP 服务
- 收录与活跃
- 收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
- 评分构成
- 综合分 703 · 2 ★ · 7 个来源 · mcp
常见问题（答案都来自我们的记录）
怎么安装？
我们【没有】从该仓库取到安装命令（我们的 install 覆盖率只有约 4%）。请看它的 README 或 releases 页。
它适合谁 / 用来做什么？
我们把它归在这些标签下: MCP 服务。标签来自条目自身，不是我们强加的分类。
谁维护它、还在更新吗？
仓库
QuentinCody/catalysishub-mcp-server；我们收录于 2026-10-09；最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。第三方质量标记
Catalysis Hub MCP Server
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
A Model Context Protocol (MCP) server interface to Catalysis Hub's GraphQL API, enabling programmatic access to catalysis research data through flexible GraphQL queries.
Key Features
- **Direct GraphQL Access**: Execute any valid GraphQL query against Catalysis Hub's API
- **Comprehensive Data Access**:
- Catalytic reactions (equations, conditions, catalysts)
- Material systems (structures, properties, descriptors)
- Research publications (titles, DOIs, authors)
- Surface reaction data (adsorption energies, binding sites)
- **MCP Standard Compliance**: Implements the Model Context Protocol for AI-agent interoperability
- **Flexible Query Support**: Execute complex queries with variables parameterization
- **Error Handling**: Robust error reporting for API connectivity and query execution
License and Citation
This project is available under the MIT License with an Academic Citation Requirement. This means you can freely use, modify, and distribute the code, but any academic or scientific publication that uses this software must provide appropriate attribution.
For academic/research use:
If you use this software in a research project that leads to a publication, presentation, or report, you **must** cite this work according to the format provided in CITATION.md.
For commercial/non-academic use:
Commercial and non-academic use follows the standard MIT License terms without the citation requirement.
By using this software, you agree to these terms. See LICENSE.md for the complete license text.
Implementation Details
- **Server Configuration** (matches claude_desktop_config.json):
- **Core Dependency**: httpx for asynchronous HTTP requests
- **Transport**: Standard input/output communication following MCP specifications
Setup & Installation
1. **Clone the repository**:
2. **Install dependencies**:
3. **Verify installation**:
Usage Examples
Basic Query Execution
Parameterized Query with Variables
Query Optimization Tips
1. **Use GraphQL Fragments**:
2. **Batch Related Queries**:
Response Structure
Successful responses follow this structure:
Error responses include detailed diagnostics:
Troubleshooting
**Common Issues**:
- HTTP Request Error: Verify network connectivity to api.catalysis-hub.org
Key Features
- **Direct GraphQL Access**: Execute any valid GraphQL query against Catalysis Hub's API
- **Comprehensive Data Access**:
- Catalytic reactions (equations, conditions, catalysts)
- Material systems (structures, properties, descriptors)
- Research publications (titles, DOIs, authors)
- Surface reaction data (adsorption energies, binding sites)
- **MCP Standard Compliance**: Implements the Model Context Protocol for AI-agent interoperability
- **Flexible Query Support**: Execute complex queries with variables parameterization
- **Error Handling**: Robust error reporting for API connectivity and query execution
License and Citation
This project is available under the MIT License with an Academic Citation Requirement. This means you can freely use, modify, and distribute the code, but any academic or scientific publication that uses this software must provide appropriate attribution.
For academic/research use:
If you use this software in a research project that leads to a publication, presentation, or report, you **must** cite this work according to the format provided in CITATION.md.
For commercial/non-academic use:
Commercial and non-academic use follows the standard MIT License terms without the citation requirement.
By using this software, you agree to these terms. See LICENSE.md for the complete license text.
Implementation Details
- **Server Configuration** (matches claude_desktop_config.json):
- **Core Dependency**: httpx for asynchronous HTTP requests
- **Transport**: Standard input/output communication following MCP specifications
Setup & Installation
1. **Clone the repository**:
2. **Install dependencies**:
3. **Verify installation**:
Usage Examples
Basic Query Execution
Parameterized Query with Variables
Query Optimization Tips
1. **Use GraphQL Fragments**:
2. **Batch Related Queries**:
Response Structure
Successful responses follow this structure:
Error responses include detailed diagnostics:
Troubleshooting
**Common Issues**:
- HTTP Request Error: Verify network connectivity to api.catalysis-hub.org
- 来源
- awesome · https://github.com/QuentinCody/catalysishub-mcp-server
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