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
Crawler Summary
微信公众号自动化运营。触发词:采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。 --- name: wemp-operator description: "微信公众号自动化运营。触发词:采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。" --- wemp-operator 公众号自动化运营:内容采集、数据分析、互动管理。 环境检查 内容采集 数据源:hackernews, github, v2ex, 36kr, weibo, zhihu, producthunt, wallstreetcn 等 数据分析 互动管理 Published capability contract available. No trust telemetry is available yet. 80 GitHub stars reported by the source. Last updated 4/14/2026.
Freshness
Last checked 4/14/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
wemp-operator is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
微信公众号自动化运营。触发词:采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。 --- name: wemp-operator description: "微信公众号自动化运营。触发词:采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。" --- wemp-operator 公众号自动化运营:内容采集、数据分析、互动管理。 环境检查 内容采集 数据源:hackernews, github, v2ex, 36kr, weibo, zhihu, producthunt, wallstreetcn 等 数据分析 互动管理
Public facts
7
Change events
1
Artifacts
0
Freshness
Apr 14, 2026
Published capability contract available. No trust telemetry is available yet. 80 GitHub stars reported by the source. Last updated 4/14/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 14, 2026
Vendor
Ianshaw027
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 80 GitHub stars reported by the source. Last updated 4/14/2026.
Setup snapshot
git clone https://github.com/IanShaw027/wemp-operator.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
Ianshaw027
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
80 GitHub stars
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
bash
node scripts/setup.mjs # 检查依赖 node scripts/setup.mjs --help # 配置指南
bash
node scripts/content/smart-collect.mjs \ --query "需求" --keywords "关键词" --sources "数据源" [--deep]
bash
node scripts/analytics/daily-report.mjs [--date YYYY-MM-DD] node scripts/analytics/weekly-report.mjs
bash
node scripts/interact/check-comments.mjs [--list] node scripts/interact/reply.mjs --comment-id <id> [--content "回复"]
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
微信公众号自动化运营。触发词:采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。 --- name: wemp-operator description: "微信公众号自动化运营。触发词:采集热点、公众号日报、周报、检查评论、回复评论、生成文章。依赖 wemp skill。" --- wemp-operator 公众号自动化运营:内容采集、数据分析、互动管理。 环境检查 内容采集 数据源:hackernews, github, v2ex, 36kr, weibo, zhihu, producthunt, wallstreetcn 等 数据分析 互动管理
公众号自动化运营:内容采集、数据分析、互动管理。
node scripts/setup.mjs # 检查依赖
node scripts/setup.mjs --help # 配置指南
node scripts/content/smart-collect.mjs \
--query "需求" --keywords "关键词" --sources "数据源" [--deep]
数据源:hackernews, github, v2ex, 36kr, weibo, zhihu, producthunt, wallstreetcn 等
node scripts/analytics/daily-report.mjs [--date YYYY-MM-DD]
node scripts/analytics/weekly-report.mjs
node scripts/interact/check-comments.mjs [--list]
node scripts/interact/reply.mjs --comment-id <id> [--content "回复"]
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract"
curl -s "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/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
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 5d 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": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/IanShaw027/wemp-operator#input",
"outputSchemaRef": "https://github.com/IanShaw027/wemp-operator#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:33.542Z",
"sourceUpdatedAt": "2026-02-24T19:44:33.542Z",
"freshnessSeconds": 4420569
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:40:42.790Z"
}
},
"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": "Ianshaw027",
"href": "https://github.com/IanShaw027/wemp-operator",
"sourceUrl": "https://github.com/IanShaw027/wemp-operator",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-14T22:25:06.445Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "80 GitHub stars",
"href": "https://github.com/IanShaw027/wemp-operator",
"sourceUrl": "https://github.com/IanShaw027/wemp-operator",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-14T22:25:06.445Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:44:33.542Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:33.542Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/IanShaw027/wemp-operator#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:33.542Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/ianshaw027-wemp-operator/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
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