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Agent DossierGITHUB REPOSSafety 66/100

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crewai-mistral-demo

Production-ready CrewAI + Mistral AI multi-agent workflow demo featuring autonomous research and writing agents powered by mistral-large-latest. CrewAI + Mistral AI Demo *A production-ready demo of multi-agent AI with Mistral.* --- 🌟 **What This Demo Does** This project showcases a **multi-agent AI workflow** using: - **CrewAI** for agent orchestration - **Mistral AI** (mistral-large-latest) as the LLM backend - **Two specialized agents**: - **Researcher**: Identifies top AI trends for 2026 - **Writer**: Transforms research into a detailed blog post --- πŸš€ *

OpenClaw Β· self-declared
Trust evidence available
View Source

Overall rank

#37

Adoption

No public adoption signal

Trust

Unknown

Freshness

May 28, 2026

Freshness

Last checked May 28, 2026

Best For

crewai-mistral-demo 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

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Production-ready CrewAI + Mistral AI multi-agent workflow demo featuring autonomous research and writing agents powered by mistral-large-latest. CrewAI + Mistral AI Demo *A production-ready demo of multi-agent AI with Mistral.* --- 🌟 **What This Demo Does** This project showcases a **multi-agent AI workflow** using: - **CrewAI** for agent orchestration - **Mistral AI** (mistral-large-latest) as the LLM backend - **Two specialized agents**: - **Researcher**: Identifies top AI trends for 2026 - **Writer**: Transforms research into a detailed blog post --- πŸš€ * Capability contract not published. No trust telemetry is available yet. Last updated 5/28/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 28, 2026

Vendor

Nulllabtests

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Nulllabtests

profilemedium
Observed May 28, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 28, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB REPOS

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/your-username/crewai-mistral-demo.git
cd crewai-mistral-demo

bash

cp .env.example .env

env

MISTRAL_API_KEY=your_mistral_api_key_here

bash

pip install crewai python-dotenv

bash

python3 src/demo.py

text

crewai-mistral-demo/
β”œβ”€β”€ src/
β”‚   └── demo.py          # Main demo script with CrewAI + Mistral
β”œβ”€β”€ .env.example         # Environment variables template
β”œβ”€β”€ .gitignore           # Git ignore rules
└── README.md            # This file

Editorial read

Docs & README

Docs source

GITHUB REPOS

Editorial quality

ready

Production-ready CrewAI + Mistral AI multi-agent workflow demo featuring autonomous research and writing agents powered by mistral-large-latest. CrewAI + Mistral AI Demo *A production-ready demo of multi-agent AI with Mistral.* --- 🌟 **What This Demo Does** This project showcases a **multi-agent AI workflow** using: - **CrewAI** for agent orchestration - **Mistral AI** (mistral-large-latest) as the LLM backend - **Two specialized agents**: - **Researcher**: Identifies top AI trends for 2026 - **Writer**: Transforms research into a detailed blog post --- πŸš€ *

Full README

CrewAI + Mistral AI Demo

Python GitHub stars GitHub forks

A production-ready demo of multi-agent AI with Mistral.

CrewAI + Mistral Mistral License

🌟 What This Demo Does

This project showcases a multi-agent AI workflow using:

  • CrewAI for agent orchestration
  • Mistral AI (mistral-large-latest) as the LLM backend
  • Two specialized agents:
    • Researcher: Identifies top AI trends for 2026
    • Writer: Transforms research into a detailed blog post

πŸš€ Quick Start

1️⃣ Clone the Repository

git clone https://github.com/your-username/crewai-mistral-demo.git
cd crewai-mistral-demo

2️⃣ Set Up Your Mistral API Key

Create a .env file in the project root:

cp .env.example .env

Then edit .env and add your Mistral API key:

MISTRAL_API_KEY=your_mistral_api_key_here

Get your key from Mistral Console

3️⃣ Install Dependencies

pip install crewai python-dotenv

4️⃣ Run the Demo

python3 src/demo.py

Watch as the Researcher and Writer agents collaborate to generate a blog post about AI trends for 2026!

c1 c2 c3

πŸ“ Project Structure

crewai-mistral-demo/
β”œβ”€β”€ src/
β”‚   └── demo.py          # Main demo script with CrewAI + Mistral
β”œβ”€β”€ .env.example         # Environment variables template
β”œβ”€β”€ .gitignore           # Git ignore rules
└── README.md            # This file

πŸ› οΈ Customize the Demo

Change the Topic

Edit src/demo.py and modify the research_task description:

research_task = Task(
    description="Research the impact of AI on healthcare in 2026",  # New topic
    expected_output="A list of 5 key AI applications in healthcare...",
    agent=researcher
)

Add More Agents

Add an Editor Agent to refine the output:

editor = Agent(
    role="Editor",
    goal="Polish the blog post for clarity and engagement",
    backstory="A meticulous editor with a focus on readability and impact.",
    llm=mistral_llm,
    verbose=True
)

edit_task = Task(
    description="Review the blog post and suggest improvements",
    expected_output="A refined version of the blog post with feedback",
    agent=editor,
    context=[write_task]
)

# Update the Crew
crew = Crew(
    agents=[researcher, writer, editor],
    tasks=[research_task, write_task, edit_task],
    verbose=True
)

πŸ”§ Troubleshooting

"MISTRAL_API_KEY not found"

  • Ensure you've created the .env file in the project root.
  • Restart your terminal or run: 
    source .env

"ModuleNotFoundError: No module named 'crewai'"

  • Install the missing package: 
    pip install crewai

Mistral API Connection Errors

  • Verify your key works with this escaped command: 
    curl -X POST "https://api.mistral.ai/v1/chat/completions"   -H "Authorization: Bearer $MISTRAL_API_KEY"   -H "Content-Type: application/json"   -d '{"model": "mistral-large-latest", "messages": [{"role": "user", "content": "Hello"}]}'

πŸ“š Learn More

🀝 Contributing

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/your-idea)
  3. Commit your changes (git commit -m 'Add some feature')
  4. Push to the branch (git push origin feature/your-idea)
  5. Open a Pull Request

πŸ“œ License

This project is open-source under the MIT License.

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/trust"

Operational fit

Reliability & Benchmarks

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

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No public download signal

Freshness

Updated 4mo ago

OPENCLAW
Agent hubMore from this sourceOpenClaw agents

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB REPOS

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://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-08T22:20:06.242Z"
    }
  },
  "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",
    "label": "Vendor",
    "value": "Nulllabtests",
    "category": "vendor",
    "href": "https://github.com/NullLabTests/crewai-mistral-demo",
    "sourceUrl": "https://github.com/NullLabTests/crewai-mistral-demo",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-28T06:07:16.356Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-28T06:07:16.356Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-nulllabtests-crewai-mistral-demo/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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