81 chemistry tools — literature, calculations, retrosynthesis
81 chemistry tools — literature, calculations, retrosynthesis
labmate-mcp is an MCP server that connects Claude to scientific databases, computational chemistry tools, bench references, and writing utilities. One install covers the entire research workflow.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| search_papers | Crossref + OpenAlex + S2 |
| get_paper_details | Crossref + OpenAlex + S2 |
| find_similar_papers | Semantic Scholar |
| get_paper_citations | Semantic Scholar |
| get_paper_references | Semantic Scholar |
| get_author_profile | OpenAlex + S2 |
| analyze_research_topic | OpenAlex |
| find_open_access_pdf | Unpaywall |
| search_chemrxiv | Crossref + OpenAlex |
| get_chemrxiv_categories | — |
| search_web_of_science | Web of Science |
| generate_bibtex | Crossref |
| get_journal_metrics | OpenAlex |
| search_protein_structures | RCSB PDB |
{
"mcpServers": {
"labmate": {
"command": "labmate-mcp",
"env": {
"RXN_API_KEY": "your-rxn-key",
"ROWAN_API_KEY": "your-rowan-key",
"UNPAYWALL_EMAIL": "you@university.edu"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| RXN_API_KEY | Credential the server authenticates with. | Yes |
| ROWAN_API_KEY | Credential the server authenticates with. | Yes |
| UNPAYWALL_EMAIL | Configuration value read at startup. | Optional |
| SEMANTIC_SCHOLAR_API_KEY | Credential the server authenticates with. | Yes |
| MATERIALS_PROJECT_API_KEY | Credential the server authenticates with. | Yes |
| WOS_API_KEY | Credential the server authenticates with. | Yes |
| COMPTOX_API_KEY | Credential the server authenticates with. | Yes |
| S2_API_KEY | Credential the server authenticates with. | Yes |
Give your coding agent the full DevTools toolbox: traces, network, console, heap snapshots and Lighthouse.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
📌 重要提示 本项目已使用 Go 语言重构。如需使用原 Python 版本,请访问 v1 目录: - 📖 v1/README.md - Python 版本文档 - 📦 Python 版本通过 pip install mcp-server-aliyun-observability 安装
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