Rank
70
AI Agents & MCPs & AI Workflow Automation β’ (~400 MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Provide AI agents with real email and phone identities using production-ready tools compatible with LangChain, CrewAI, and other frameworks. π¬ commune-cookbook - Simple AI Email & SMS Tools $1 --- π What is commune-cookbook? commune-cookbook is a collection of easy-to-use code recipes for handling email and SMS tasks with AI tools. It works with popular platforms like LangChain, CrewAI, OpenAI Agents SDK, and Claude. The code helps you manage inboxes, organize message threads, connect webhooks, and use phone numbers. It supports sending and receiving me Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
commune-cookbook is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Provide AI agents with real email and phone identities using production-ready tools compatible with LangChain, CrewAI, and other frameworks. π¬ commune-cookbook - Simple AI Email & SMS Tools $1 --- π What is commune-cookbook? commune-cookbook is a collection of easy-to-use code recipes for handling email and SMS tasks with AI tools. It works with popular platforms like LangChain, CrewAI, OpenAI Agents SDK, and Claude. The code helps you manage inboxes, organize message threads, connect webhooks, and use phone numbers. It supports sending and receiving me
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Black22345
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Unpublished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 4/15/2026.
Setup snapshot
Setup 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
Black22345
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
0
Snippets
0
Languages
python
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Provide AI agents with real email and phone identities using production-ready tools compatible with LangChain, CrewAI, and other frameworks. π¬ commune-cookbook - Simple AI Email & SMS Tools $1 --- π What is commune-cookbook? commune-cookbook is a collection of easy-to-use code recipes for handling email and SMS tasks with AI tools. It works with popular platforms like LangChain, CrewAI, OpenAI Agents SDK, and Claude. The code helps you manage inboxes, organize message threads, connect webhooks, and use phone numbers. It supports sending and receiving me
commune-cookbook is a collection of easy-to-use code recipes for handling email and SMS tasks with AI tools. It works with popular platforms like LangChain, CrewAI, OpenAI Agents SDK, and Claude. The code helps you manage inboxes, organize message threads, connect webhooks, and use phone numbers. It supports sending and receiving messages through email and SMS.
You do not need any programming skills to get started. This guide will help you download and run commune-cookbook on a Windows computer.
Before you install, make sure your computer meets these requirements:
To get the software, open this page on your browser:
Download commune-cookbook here
Click the link above or the large green badge at the top. This link takes you to the official GitHub page where you can download files and find instructions.
You will find the latest release on the GitHub page. Make sure to download the version for Windows.
Visit the download page
Click on the link or badge to go to the commune-cookbook GitHub page.
Find the Releases Section
Scroll down or look at the right sidebar for βReleasesβ or a folder named "Releases."
Download the Windows Version
Look for a file ending with .exe or .zip marked for Windows. Click to download it to your PC.
Unzip the File (if needed)
If you download a .zip file, right-click it, choose "Extract All," and follow the steps to unzip it.
Run the Installer or Application
.exe file, double-click it to start the installation.If you have an installer, running the program should be straightforward. Look for a new shortcut on your desktop or in your Start Menu called βcommune-cookbook.β Double-click this to open.
If you downloaded code files to run manually, follow these steps:
Install Python (if not installed)
Open Command Prompt
Win + R, type cmd, and press Enter.Navigate to the folder where you saved commune-cookbook
For example:
cd C:\Users\YourName\Downloads\commune-cookbook
Install Required Packages
The project needs some Python libraries. To install them, type:
pip install -r requirements.txt
Run a Sample Script
You can start with a sample script to send or receive emails or SMS. For example:
python example_email_agent.py
Follow On-Screen Prompts
The program will guide you through setting up your email or SMS agent. Enter any requested information carefully (such as email addresses or phone numbers).
commune-cookbook comes with several features that make handling AI email and SMS tasks easier:
These functions open many possibilities without requiring deep technical knowledge.
Check the GitHub page regularly for updates. To update:
pip install --upgrade -r requirements.txt
If something does not work as expected:
Once you get comfortable, explore other recipes to automate email and SMS workflows. These tools can handle notifications, reminders, customer replies, and more. The examples cover both Python and TypeScript to fit different user needs.
Visit the repo often to find new code and updates.
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/crewai-black22345-commune-cookbook/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/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 β’ (~400 MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ 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 | π 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/crewai-black22345-commune-cookbook/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-17T05:20:26.402Z"
}
},
"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"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Black22345",
"href": "https://github.com/black22345/commune-cookbook",
"sourceUrl": "https://github.com/black22345/commune-cookbook",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T06:03:59.885Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T06:03:59.885Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-black22345-commune-cookbook/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub Β· 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 commune-cookbook and adjacent AI workflows.