Crawler Summary
MeSH (医学主题词) 检索工具。用于：(1) 从 MeSH Browser 查找 MeSH 词、层级关系、定义 (2) 从 PubMed 构建 MeSH 检索策略 (3) 从 MeSH on Demand 提取文本中的 MeSH 词。当用户需要：查找医学主题词、构建 PubMed 检索式、提取文本的 MeSH 词时使用。 --- name: mesh-research description: MeSH (医学主题词) 检索工具。用于：(1) 从 MeSH Browser 查找 MeSH 词、层级关系、定义 (2) 从 PubMed 构建 MeSH 检索策略 (3) 从 MeSH on Demand 提取文本中的 MeSH 词。当用户需要：查找医学主题词、构建 PubMed 检索式、提取文本的 MeSH 词时使用。 --- MeSH 医学主题词检索 工具介绍 | 工具 | 网址 | 用途 | |------|------|------| | **MeSH Browser** | https://meshb.nlm.nih.gov/ | 查找 MeSH 词、层级关系、定义 | | **PubMed** | https://pubmed.ncbi.nlm.nih.gov/ | 使用 Advanced Search 构建 MeSH 检索 | | **M Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.
Freshness
Last checked 2/24/2026
Best For
mesh-research is best for general automation workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack
MeSH (医学主题词) 检索工具。用于：(1) 从 MeSH Browser 查找 MeSH 词、层级关系、定义 (2) 从 PubMed 构建 MeSH 检索策略 (3) 从 MeSH on Demand 提取文本中的 MeSH 词。当用户需要：查找医学主题词、构建 PubMed 检索式、提取文本的 MeSH 词时使用。 --- name: mesh-research description: MeSH (医学主题词) 检索工具。用于：(1) 从 MeSH Browser 查找 MeSH 词、层级关系、定义 (2) 从 PubMed 构建 MeSH 检索策略 (3) 从 MeSH on Demand 提取文本中的 MeSH 词。当用户需要：查找医学主题词、构建 PubMed 检索式、提取文本的 MeSH 词时使用。 --- MeSH 医学主题词检索 工具介绍 | 工具 | 网址 | 用途 | |------|------|------| | **MeSH Browser** | https://meshb.nlm.nih.gov/ | 查找 MeSH 词、层级关系、定义 | | **PubMed** | https://pubmed.ncbi.nlm.nih.gov/ | 使用 Advanced Search 构建 MeSH 检索 | | **M
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 24, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 24, 2026
Vendor
Yangmaomao2025 Netizen
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/yangmaomao2025-netizen/mesh-research-skill.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Yangmaomao2025 Netizen
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
4
Snippets
0
Languages
typescript
Parameters
text
"Diabetes Mellitus"[MeSH]
text
"Diabetes Mellitus"[MeSH] AND "metformin"[Title/Abstract]
pubmed
# MeSH 主题检索 "中药"[MeSH] # 主题 + 限定词 "针灸"[MeSH] AND /therapeutic use # 核心 PubMed 搜索（主要主题） "人参"[MeSH Major Topic] # 扩展检索 "抑郁症"[MeSH] OR "抑郁"[Title/Abstract]
markdown
# MeSH 词列表 ## 关键词: [搜索词] ### 提取的 MeSH 词 1. [MeSH 词1] - [定义/说明] 2. [MeSH 词2] - [定义/说明] ### 层级关系 - 上位词: [上级概念] - 下位词: [下级概念] ### PubMed 检索式 [构建的检索式]
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
MeSH (医学主题词) 检索工具。用于：(1) 从 MeSH Browser 查找 MeSH 词、层级关系、定义 (2) 从 PubMed 构建 MeSH 检索策略 (3) 从 MeSH on Demand 提取文本中的 MeSH 词。当用户需要：查找医学主题词、构建 PubMed 检索式、提取文本的 MeSH 词时使用。 --- name: mesh-research description: MeSH (医学主题词) 检索工具。用于：(1) 从 MeSH Browser 查找 MeSH 词、层级关系、定义 (2) 从 PubMed 构建 MeSH 检索策略 (3) 从 MeSH on Demand 提取文本中的 MeSH 词。当用户需要：查找医学主题词、构建 PubMed 检索式、提取文本的 MeSH 词时使用。 --- MeSH 医学主题词检索 工具介绍 | 工具 | 网址 | 用途 | |------|------|------| | **MeSH Browser** | https://meshb.nlm.nih.gov/ | 查找 MeSH 词、层级关系、定义 | | **PubMed** | https://pubmed.ncbi.nlm.nih.gov/ | 使用 Advanced Search 构建 MeSH 检索 | | **M
| 工具 | 网址 | 用途 | |------|------|------| | MeSH Browser | https://meshb.nlm.nih.gov/ | 查找 MeSH 词、层级关系、定义 | | PubMed | https://pubmed.ncbi.nlm.nih.gov/ | 使用 Advanced Search 构建 MeSH 检索 | | MeSH on Demand | https://meshb.nlm.nih.gov/MeSHonDemand | 从文本中自动提取 MeSH 词 |
搜索特定术语的 MeSH 词：
在 PubMed 使用 MeSH 字段检索：
"Diabetes Mellitus"[MeSH]
组合检索：
"Diabetes Mellitus"[MeSH] AND "metformin"[Title/Abstract]
/therapeutic use - 治疗应用/pharmacology - 药理学/genetics - 遗传学# MeSH 主题检索
"中药"[MeSH]
# 主题 + 限定词
"针灸"[MeSH] AND /therapeutic use
# 核心 PubMed 搜索（主要主题）
"人参"[MeSH Major Topic]
# 扩展检索
"抑郁症"[MeSH] OR "抑郁"[Title/Abstract]
使用 Tree Number 进行上下位词检索：
将检索到的 MeSH 词保存到文件，格式：
# MeSH 词列表
## 关键词: [搜索词]
### 提取的 MeSH 词
1. [MeSH 词1] - [定义/说明]
2. [MeSH 词2] - [定义/说明]
### 层级关系
- 上位词: [上级概念]
- 下位词: [下级概念]
### PubMed 检索式
[构建的检索式]
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T04:01:25.383Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Yangmaomao2025 Netizen",
"href": "https://github.com/yangmaomao2025-netizen/mesh-research-skill",
"sourceUrl": "https://github.com/yangmaomao2025-netizen/mesh-research-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/yangmaomao2025-netizen-mesh-research-skill/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to mesh-research and adjacent AI workflows.