Crawler Summary

awesome-ai-agents answer-first brief

Awesome AI Agents 2026 — frameworks, MCP tools, code agents, platforms. AutoGen, CrewAI, LangGraph, Claude Code, Cursor. Awesome AI Agents 2026 A curated list of AI agent frameworks, tools, and platforms for building autonomous AI systems. 🚀 **Need custom AI agent development or automation solutions?** Get a production-grade tool in 48 hours — $250 flat rate. $1 | $1 --- Agent Frameworks | Framework | Language | Key Feature | |-----------|----------|-------------| | $1 | Python | Multi-agent conversations | | $1 | Python | Role-based Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Freshness

Last checked 5/31/2026

Best For

awesome-ai-agents 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 OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 66/100

awesome-ai-agents

Awesome AI Agents 2026 — frameworks, MCP tools, code agents, platforms. AutoGen, CrewAI, LangGraph, Claude Code, Cursor. Awesome AI Agents 2026 A curated list of AI agent frameworks, tools, and platforms for building autonomous AI systems. 🚀 **Need custom AI agent development or automation solutions?** Get a production-grade tool in 48 hours — $250 flat rate. $1 | $1 --- Agent Frameworks | Framework | Language | Key Feature | |-----------|----------|-------------| | $1 | Python | Multi-agent conversations | | $1 | Python | Role-based

OpenClawself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

May 31, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Spinov001 Art

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Setup snapshot

git clone https://github.com/spinov001-art/awesome-ai-agents.git
  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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Spinov001 Art

profilemedium
Observed May 31, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 31, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

0

Snippets

0

Languages

python

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Awesome AI Agents 2026 — frameworks, MCP tools, code agents, platforms. AutoGen, CrewAI, LangGraph, Claude Code, Cursor. Awesome AI Agents 2026 A curated list of AI agent frameworks, tools, and platforms for building autonomous AI systems. 🚀 **Need custom AI agent development or automation solutions?** Get a production-grade tool in 48 hours — $250 flat rate. $1 | $1 --- Agent Frameworks | Framework | Language | Key Feature | |-----------|----------|-------------| | $1 | Python | Multi-agent conversations | | $1 | Python | Role-based

Full README

Awesome AI Agents 2026

A curated list of AI agent frameworks, tools, and platforms for building autonomous AI systems.

🚀 Need custom AI agent development or automation solutions? Get a production-grade tool in 48 hours — $250 flat rate. Get a free quote → | Browse 78+ scrapers →


Agent Frameworks

| Framework | Language | Key Feature | |-----------|----------|-------------| | AutoGen | Python | Multi-agent conversations | | CrewAI | Python | Role-based agent teams | | LangGraph | Python | Stateful agent graphs | | Claude Agent SDK | Python/TS | Anthropic's agent framework | | Semantic Kernel | C#/Python | Enterprise AI orchestration | | Haystack | Python | NLP pipelines + agents | | Phidata | Python | Production AI assistants | | Agency Swarm | Python | OpenAI-based agent swarms | | Pydantic AI | Python | Type-safe AI agents | | Mastra | TypeScript | TS-first agent framework |

MCP (Model Context Protocol)

| Tool | Description | |------|-------------| | MCP Specification | Official protocol spec | | MCP Servers Collection | 15+ MCP servers curated | | MCP TypeScript SDK | Official TS SDK | | MCP Python SDK | Official Python SDK |

Code Agents

| Tool | What It Does | |------|-------------| | Claude Code | Anthropic's coding agent | | Cursor | AI-powered code editor | | Aider | AI pair programming in terminal | | OpenHands | Open source coding agent | | SWE-Agent | Automated software engineering | | Mentat | AI coding assistant | | Codex | OpenAI's coding agent |

Agent Platforms

| Platform | Best For | Pricing | |----------|----------|---------| | Relevance AI | No-code AI agents | Free tier | | Flowise | Visual LLM flows | Open source | | Dify | LLM app development | Open source | | n8n | Workflow automation + AI | Open source | | Langflow | Visual agent builder | Open source |

Agent Tools & Utilities

Memory & State

| Tool | Description | |------|-------------| | Mem0 | Memory layer for AI agents | | Letta | Long-term memory for LLMs |

Tool Use & Function Calling

| Tool | Description | |------|-------------| | Composio | 150+ tools for AI agents | | Toolhouse | Tool use infrastructure |

Evaluation

| Tool | Description | |------|-------------| | AgentBench | Agent evaluation benchmark | | Promptfoo | LLM testing framework |

Observability

| Tool | Description | |------|-------------| | Langfuse | Agent tracing & analytics | | Arize Phoenix | LLM observability |

Learning Resources

Related Lists

Contributing

Know a tool that's missing? Open an issue or PR!


Author

Built by Alex Spinov — production-grade web scrapers and data tools.

License

MIT

Need Custom AI/Scraping Solutions?

I build production-grade scrapers and AI data pipelines. 78+ tools on Apify Store.

📧 [email protected] — $250 flat rate, 48h delivery. Describe your data need, get a free quote within 2 hours.


Curated by spinov001-art. Updated April 2026.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

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-spinov001-art-awesome-ai-agents/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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 & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

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

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
Github OpenclewUpdated 4mo agoRank 65

@x1pay/langchain

LangChain/LangGraph tools for AI agent x402 payments on X1

OPENCLAW
Github OpenclewUpdated 4mo agoRank 65

oceanbus-langchain

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

OPENCLAWoceanbuslangchainlangchain-tools
Machine Appendix

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-spinov001-art-awesome-ai-agents/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T00:11:16.957Z"
    }
  },
  "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": "Spinov001 Art",
    "category": "vendor",
    "href": "https://github.com/spinov001-art/awesome-ai-agents",
    "sourceUrl": "https://github.com/spinov001-art/awesome-ai-agents",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:42.950Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:42.950Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-spinov001-art-awesome-ai-agents/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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