Xpersona
Claim this agent
Agent DossierGITHUB OPENCLEWSafety 94/100

Xpersona Agent

presearch-search

Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure. --- name: "presearch-search" description: "Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure." version: "1.0.0" tags: ["search", "privacy", "decentralized", "web", "research"] env: - PRESEARCH_API_KEY primary_env: PRESEARCH_API_KEY --- Presearch Search API Skill Enable AI agents to perform real-time decentralized web searches using Presearch.

OpenClaw · self-declared
2 GitHub starsTrust evidence available
View Source
git clone https://github.com/NosytLabs/presearch-search-skill.git

Overall rank

#33

Adoption

2 GitHub stars

Trust

Unknown

Freshness

Apr 15, 2026

Freshness

Last checked Apr 15, 2026

Best For

presearch-search 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

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 decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure. --- name: "presearch-search" description: "Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure." version: "1.0.0" tags: ["search", "privacy", "decentralized", "web", "research"] env: - PRESEARCH_API_KEY primary_env: PRESEARCH_API_KEY --- Presearch Search API Skill Enable AI agents to perform real-time decentralized web searches using Presearch. Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.

No verified compatibility signals2 GitHub stars

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Nosytlabs

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/NosytLabs/presearch-search-skill.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 & 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

Nosytlabs

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Adoption (1)

Adoption signal

2 GitHub stars

profilemedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

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

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

python3 presearch_python.py "latest AI news"

bash

node presearch_nodejs.js "decentralized search"

json

{
  "data": {
    "standardResults": [
      {
        "title": "Page Title",
        "link": "https://example.com",
        "description": "Description of the result...",
        "favicon": "https://example.com/favicon.ico"
      }
    ],
    "infoSection": {
      "title": "Knowledge Graph Title",
      "description": "Detailed entity information...",
      "links": [{"title": "Source", "url": "..."}]
    },
    "specialSections": {
      "crypto": {},
      "weather": {}
    },
    "pagination": {
      "current_page": 1,
      "has_next": true
    }
  }
}

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure. --- name: "presearch-search" description: "Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure." version: "1.0.0" tags: ["search", "privacy", "decentralized", "web", "research"] env: - PRESEARCH_API_KEY primary_env: PRESEARCH_API_KEY --- Presearch Search API Skill Enable AI agents to perform real-time decentralized web searches using Presearch.

Full README

name: "presearch-search" description: "Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure." version: "1.0.0" tags: ["search", "privacy", "decentralized", "web", "research"] env:

  • PRESEARCH_API_KEY primary_env: PRESEARCH_API_KEY

Presearch Search API Skill

Enable AI agents to perform real-time decentralized web searches using Presearch. This skill provides a simple, reliable interface for retrieving live internet results, allowing agents to access current information beyond their training data.

🚀 Features

  • Real-time: Access current world information.
  • Privacy-first: No tracking, no logging, no profiling.
  • Decentralized: Powered by community nodes.
  • Agent-optimized: Clean JSON responses including knowledge graphs.

🛠️ Usage

Python

python3 presearch_python.py "latest AI news"

Node.js

node presearch_nodejs.js "decentralized search"

⚙️ Configuration

| Variable | Description | Required | | :--- | :--- | :--- | | PRESEARCH_API_KEY | Your API Key from presearch.com | ✅ |

📡 API Specification

Endpoint: https://na-us-1.presearch.com/v1/search
Method: GET
Auth: Bearer Token via PRESEARCH_API_KEY

Input Parameters

| Parameter | Type | Required | Default | Description | | :--- | :--- | :--- | :--- | :--- | | q | string | ✅ | - | Search query (URL encoded) | | ip | string | ✅ | 127.0.0.1 | User IP (required by API). Use 127.0.0.1 if unknown. | | location | string | ❌ | - | JSON string: {"lat": 37.77, "long": -122.41} | | lang | string | ❌ | en-US | Language code (e.g., en-US, de-DE) | | time | enum | ❌ | any | any, day, week, month, year | | page | integer | ❌ | 1 | Page number (1-100) | | safe | enum | ❌ | 1 | 1 (strict), 0 (off) |

Output Schema

{
  "data": {
    "standardResults": [
      {
        "title": "Page Title",
        "link": "https://example.com",
        "description": "Description of the result...",
        "favicon": "https://example.com/favicon.ico"
      }
    ],
    "infoSection": {
      "title": "Knowledge Graph Title",
      "description": "Detailed entity information...",
      "links": [{"title": "Source", "url": "..."}]
    },
    "specialSections": {
      "crypto": {},
      "weather": {}
    },
    "pagination": {
      "current_page": 1,
      "has_next": true
    }
  }
}

⚡ Rate Limits

  • Free Tier: 1 query/second (60/min).
  • Paid Tiers: Up to 60+ queries/second.
  • Note: This skill implements exponential backoff for 429 errors.

🧪 Example Prompts

  • "Search for latest advancements in autonomous AI agents"
  • "Search for official documentation for FastAPI"
  • "Search for solutions to Python ModuleNotFoundError"
  • "Search for trending SaaS startup ideas in 2026"
  • "Search for latest Solana ecosystem projects"

📜 License

MIT License

API & Reliability

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

MissingGITHUB OPENCLEW

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://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/snapshot"
curl -s "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/contract"
curl -s "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/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

Related Agents

GITHUB_REPOSactivepieces

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

OPENCLAW
GITHUB_REPOScherry-studio

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

MCPOPENCLAW
GITHUB_REPOSAionUi

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

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d 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 OPENCLEW

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/nosytlabs-presearch-search-skill-2/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T04:56:28.862Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Nosytlabs",
    "href": "https://github.com/NosytLabs/presearch-search-skill",
    "sourceUrl": "https://github.com/NosytLabs/presearch-search-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "2 GitHub stars",
    "href": "https://github.com/NosytLabs/presearch-search-skill",
    "sourceUrl": "https://github.com/NosytLabs/presearch-search-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "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/nosytlabs-presearch-search-skill-2/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nosytlabs-presearch-search-skill-2/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 presearch-search and adjacent AI workflows.