Crawler Summary

skills answer-first brief

Messari — Crypto Market Intelligence for AI Agents Messari — Crypto Market Intelligence for AI Agents You are integrating with Messari, the leading crypto data platform. You have access to real-time and historical data across 34,000+ crypto assets, 210+ exchanges, and 14 specialized data services covering market metrics, social sentiment, institutional research, on-chain analytics, fundraising, governance, and more. Integration Paths Option A: MCP Server (Preferred) Published capability contract available. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

skills 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

Claim this agent
Agent DossierGitHubSafety: 100/100

skills

Messari — Crypto Market Intelligence for AI Agents Messari — Crypto Market Intelligence for AI Agents You are integrating with Messari, the leading crypto data platform. You have access to real-time and historical data across 34,000+ crypto assets, 210+ exchanges, and 14 specialized data services covering market metrics, social sentiment, institutional research, on-chain analytics, fundraising, governance, and more. Integration Paths Option A: MCP Server (Preferred)

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-content1 verified compatibility signal4 GitHub stars

Published capability contract available. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/24/2026.

4 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 24, 2026

Vendor

Messari

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Unpublished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

Published capability contract available. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/messari/skills.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

Messari

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

4 GitHub stars

profilemedium
Observed Feb 24, 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

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

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

x-messari-api-key: <API_KEY>

bash

curl -X POST "https://api.messari.io/ai/v1/chat/completions" \
  -H "x-messari-api-key: $MESSARI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"messages": [{"role": "user", "content": "What is the bull case for ETH right now?"}]}'

bash

curl -X POST "https://api.messari.io/ai/v1/chat/completions" \
  -H "x-messari-api-key: $MESSARI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"messages": [{"role": "user", "content": "What is the bull case for ETH right now?"}]}'

bash

curl "https://api.messari.io/metrics/v2/assets?assetSlugs=bitcoin,ethereum" \
  -H "x-messari-api-key: $MESSARI_API_KEY"

bash

curl "https://api.messari.io/metrics/v2/assets?assetSlugs=bitcoin,ethereum" \
  -H "x-messari-api-key: $MESSARI_API_KEY"

bash

curl "https://api.messari.io/signal/v1/assets/gainers-losers?type=mindshare&limit=10" \
  -H "x-messari-api-key: $MESSARI_API_KEY"

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Messari — Crypto Market Intelligence for AI Agents Messari — Crypto Market Intelligence for AI Agents You are integrating with Messari, the leading crypto data platform. You have access to real-time and historical data across 34,000+ crypto assets, 210+ exchanges, and 14 specialized data services covering market metrics, social sentiment, institutional research, on-chain analytics, fundraising, governance, and more. Integration Paths Option A: MCP Server (Preferred)

Full README

Messari — Crypto Market Intelligence for AI Agents

You are integrating with Messari, the leading crypto data platform. You have access to real-time and historical data across 34,000+ crypto assets, 210+ exchanges, and 14 specialized data services covering market metrics, social sentiment, institutional research, on-chain analytics, fundraising, governance, and more.

Integration Paths

Option A: MCP Server (Preferred)

If your client supports the Model Context Protocol, connect to Messari's hosted MCP server.

Server URL: https://mcp.messari.io/mcp

Requires a Messari API key. Get one at messari.io/api.

Option B: REST API (Direct HTTP)

If your client does not support MCP, call Messari's REST API directly.

Base URL: https://api.messari.io

Authentication: Include the API key in every request:

x-messari-api-key: <API_KEY>

All endpoints accept and return JSON. Use Content-Type: application/json for POST requests.

API key: The user needs a Messari API key from messari.io/api. If no key is available, ask the user to provide one before making requests.


Services and Endpoints

AI Service

Chat completions trained on 30TB+ of structured and unstructured crypto data — market data, fundraising rounds, network metrics, research reports, newsletters, podcasts, and curated news.

Route general or open-ended crypto questions here first. This service synthesizes across all other data sources.

Requires Messari AI credits.

| Endpoint | Method | Description | |---|---|---| | /ai/v1/chat/completions | POST | Chat completion against Messari's crypto data warehouse | | /ai/openai/chat/completions | POST | OpenAI-compatible chat completion endpoint |

POST body:

  • messages — array of {role, content} message objects
  • stream — boolean, enable streaming responses
curl -X POST "https://api.messari.io/ai/v1/chat/completions" \
  -H "x-messari-api-key: $MESSARI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"messages": [{"role": "user", "content": "What is the bull case for ETH right now?"}]}'

Metrics Service

Price, volume, market cap, and fundamental metrics for 34,000+ assets across 210+ exchanges. 175+ filterable metrics.

Route quantitative and comparative questions here — price lookups, performance comparisons, ROI, all-time highs, historical timeseries.

| Endpoint | Method | Description | |---|---|---| | /metrics/v2/assets | GET | List assets with market metrics | | /metrics/v2/assets/{assetId} | GET | Detailed metrics for a specific asset | | /metrics/v2/assets/{assetId}/roi | GET | ROI data for an asset | | /metrics/v2/assets/{assetId}/ath | GET | All-time high data for an asset | | /metrics/v2/assets/{assetId}/timeseries | GET | Historical metric timeseries |

Query parameters:

  • assetSlugs — comma-separated slugs (e.g., bitcoin,ethereum)
  • assetIds — comma-separated asset IDs
  • metrics — specific metrics to return
  • start, end — date range (ISO 8601)
  • interval — timeseries interval (1d, 1w)
  • limit, page — pagination
curl "https://api.messari.io/metrics/v2/assets?assetSlugs=bitcoin,ethereum" \
  -H "x-messari-api-key: $MESSARI_API_KEY"

Signal Service

Real-time social intelligence — sentiment scoring, mindshare tracking, trending narratives.

Route questions about market sentiment, social buzz, what's trending, mindshare gainers/losers here.

| Endpoint | Method | Description | |---|---|---| | /signal/v1/assets | GET | List assets with signal metrics | | /signal/v1/assets/{assetId} | GET | Signal metrics for a specific asset | | /signal/v1/assets/{assetId}/timeseries | GET | Historical signal timeseries | | /signal/v1/assets/gainers-losers | GET | Top mindshare gainers and losers |

Query parameters:

  • type — signal type (e.g., mindshare)
  • limit — number of results
  • start, end — date range (ISO 8601)
curl "https://api.messari.io/signal/v1/assets/gainers-losers?type=mindshare&limit=10" \
  -H "x-messari-api-key: $MESSARI_API_KEY"

News Service

Real-time crypto news aggregation — breaking events, project updates, regulatory developments.

Route questions about recent headlines, current events, or "what happened with X" here.

| Endpoint | Method | Description | |---|---|---| | /news/v1/news/feed | GET | Aggregated crypto news feed | | /news/v1/news/sources | GET | List available news sources |

Query parameters:

  • assetSlugs — filter news by asset
  • sourceIds — filter by news source
  • limit, page — pagination
curl "https://api.messari.io/news/v1/news/feed?limit=20" \
  -H "x-messari-api-key: $MESSARI_API_KEY"

Research Service

Institutional-grade reports — sector deep dives, protocol diligence, quarterly reviews, governance analysis.

Route questions about fundamental research, due diligence, analyst opinions, and sector analysis here.

| Endpoint | Method | Description | |---|---|---| | /research/v1/reports | GET | List research reports | | /research/v1/reports/{reportId} | GET | Get a specific report | | /research/v1/reports/tags | GET | List available report tags |

Query parameters:

  • tags — filter by report tags
  • assetSlugs — filter by related assets
  • limit, page — pagination

Stablecoins Service

On-chain metrics, historical timeseries, and per-chain breakdowns for 25+ stablecoins.

Route stablecoin-specific questions here — supply, flows, chain-level breakdowns, market share.

| Endpoint | Method | Description | |---|---|---| | /stablecoins/v2/stablecoins | GET | List stablecoins with metrics | | /stablecoins/v2/stablecoins/{stablecoinId} | GET | Detailed metrics for a stablecoin | | /stablecoins/v2/stablecoins/{stablecoinId}/timeseries | GET | Historical timeseries |

Query parameters:

  • metrics — specific stablecoin metrics
  • chains — filter by blockchain
  • start, end — date range (ISO 8601)
  • interval — timeseries interval
  • limit, page — pagination

Exchanges Service

Exchange-level volume, metrics, and historical timeseries across 210+ exchanges.

Route questions about exchange volumes, comparisons, or exchange-specific data here.

| Endpoint | Method | Description | |---|---|---| | /exchanges/v2/exchanges | GET | List exchanges with metrics | | /exchanges/v2/exchanges/{exchangeId} | GET | Detailed metrics for an exchange | | /exchanges/v2/exchanges/{exchangeId}/timeseries | GET | Historical timeseries |

Query parameters:

  • exchangeSlugs — comma-separated exchange slugs
  • metrics — specific exchange metrics
  • start, end — date range (ISO 8601)
  • interval — timeseries interval
  • limit, page — pagination

Networks Service

L1/L2 blockchain network metrics — chain-level activity, fees, active addresses.

Route questions about blockchain networks, chain comparisons, or on-chain metrics here.

| Endpoint | Method | Description | |---|---|---| | /networks/v2/networks | GET | List networks with metrics | | /networks/v2/networks/{networkId} | GET | Detailed metrics for a network | | /networks/v2/networks/{networkId}/timeseries | GET | Historical timeseries |

Query parameters:

  • networkSlugs — comma-separated network slugs
  • metrics — specific network metrics
  • start, end — date range (ISO 8601)
  • interval — timeseries interval
  • limit, page — pagination

Protocols Service

DeFi protocol metrics across DEXs, lending, liquid staking, and bridges.

Route DeFi-specific questions here — TVL, protocol comparisons, category-specific data.

| Endpoint | Method | Description | |---|---|---| | /protocols/v2/protocols | GET | List protocols with metrics | | /protocols/v2/protocols/{protocolId} | GET | Detailed metrics for a protocol | | /protocols/v2/protocols/dex | GET | DEX-specific metrics | | /protocols/v2/protocols/lending | GET | Lending protocol metrics | | /protocols/v2/protocols/interop | GET | Bridge/interoperability metrics | | /protocols/v2/protocols/liquid-staking | GET | Liquid staking metrics |

Query parameters:

  • protocolSlugs — comma-separated protocol slugs
  • metrics — specific protocol metrics
  • limit, page — pagination

Token Unlocks Service

Vesting schedules, upcoming unlock events, and supply pressure analysis.

Route questions about token unlocks, vesting, or upcoming supply events here.

| Endpoint | Method | Description | |---|---|---| | /token-unlocks/v1/assets | GET | List assets with unlock data | | /token-unlocks/v1/assets/{assetId} | GET | Unlock details for an asset | | /token-unlocks/v1/assets/{assetId}/events | GET | Upcoming unlock events | | /token-unlocks/v1/assets/{assetId}/vesting | GET | Full vesting schedule |

Query parameters:

  • assetSlugs — comma-separated asset slugs
  • start, end — date range (ISO 8601)
  • limit, page — pagination

Fundraising Service

Funding rounds, investors, funds, organizations, projects, and M&A activity.

Route questions about who invested in what, fundraising rounds, investor activity, or M&A here.

| Endpoint | Method | Description | |---|---|---| | /fundraising/v1/rounds | GET | List fundraising rounds | | /fundraising/v1/organizations | GET | List organizations | | /fundraising/v1/projects | GET | List projects that raised funding | | /fundraising/v1/investors | GET | List investors and activity | | /fundraising/v1/funds | GET | List investment funds | | /fundraising/v1/mergers-acquisitions | GET | List M&A transactions |

Query parameters:

  • assetSlugs — filter by related asset
  • investorSlugs — filter by investor
  • roundTypes — filter by round type (seed, series-a)
  • start, end — date range (ISO 8601)
  • limit, page — pagination

Intel Service

Governance events, protocol upgrades, and key project milestones.

Route questions about governance proposals, protocol upgrades, or project events here.

| Endpoint | Method | Description | |---|---|---| | /intel/v1/events | GET | List intel events | | /intel/v1/events/{eventId} | GET | Details for a specific event | | /intel/v1/assets | GET | List assets with intel data |

Query parameters:

  • assetSlugs — filter by asset
  • eventTypes — filter by event type
  • start, end — date range (ISO 8601)
  • limit, page — pagination

Topics Service

Trending topic classification and daily timeseries.

Route questions about trending narratives or topic momentum here.

| Endpoint | Method | Description | |---|---|---| | /topics/v1/classes | GET | List topic classes/categories | | /topics/v1/current | GET | Currently trending topics | | /topics/v1/timeseries | GET | Daily topic trend timeseries |

Query parameters:

  • classIds — filter by topic class
  • start, end — date range (ISO 8601)
  • limit — number of results

X-Users Service

Crypto X/Twitter user metrics and influence tracking.

Route questions about crypto influencers, social account metrics, or X/Twitter activity here.

| Endpoint | Method | Description | |---|---|---| | /signal/v1/x-users | GET | List crypto X users with metrics | | /signal/v1/x-users/{userId} | GET | Metrics for a specific X user | | /signal/v1/x-users/{userId}/timeseries | GET | Historical metrics for an X user |

Query parameters:

  • limit, page — pagination
  • start, end — date range (ISO 8601)

Routing Guide

Use this logic to pick the right service for a query:

| User is asking about... | Route to | |---|---| | General crypto question, synthesis, "what do you think about X" | AI | | Price, volume, market cap, ROI, ATH, performance comparison | Metrics | | Sentiment, mindshare, trending tokens, social buzz | Signal | | Headlines, recent events, breaking news | News | | Analyst reports, deep dives, sector overviews | Research | | Stablecoin supply, flows, chain breakdowns | Stablecoins | | Exchange volumes, exchange comparisons | Exchanges | | L1/L2 network activity, fees, active addresses | Networks | | DeFi protocols, TVL, lending, DEX volume | Protocols | | Token unlocks, vesting schedules | Token Unlocks | | Fundraising rounds, investors, VC activity, M&A | Fundraising | | Governance events, protocol upgrades | Intel | | Trending narratives, topic momentum | Topics | | Crypto influencers, X/Twitter accounts | X-Users |

Multi-service queries

Many questions benefit from combining services. Examples:

  • "Is SOL overvalued?" → Metrics (price, fundamentals) + Signal (sentiment) + Token Unlocks (supply pressure) + AI (synthesize)
  • "Due diligence on Eigen Layer" → Research (reports) + Metrics (fundamentals) + Fundraising (investors) + Intel (governance) + AI (synthesize)
  • "What are the trending narratives this week?" → Topics (trending classes) + Signal (mindshare gainers) + News (related headlines)
  • "Compare TVL across lending protocols" → Protocols/lending (metrics) + Networks (chain context)

When in doubt, start with the AI service — it draws from all other sources and provides the broadest context.


Example Questions

"Which assets over $1B marketcap outperformed Bitcoin over the last 3 months?"
"What are some upcoming token unlock events this month?"
"Give me the 10 most recent fundraising rounds in the AI and compute sectors."
"What are the latest headlines related to crypto regulation?"
"What are some recent developments in the DePin sector?"
"Which investor has been the most active in seed rounds over the last year?"
"What were the top events for the AAVE protocol during the last quarter?"
"Give me the latest ecosystem map of Solana."
"Tell me about the recent investments from a16z crypto."
"Compare and contrast the native asset functions of BitTensor vs Render."

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Yes

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript, streaming

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/messari-skills/snapshot"
curl -s "https://xpersona.co/api/v1/agents/messari-skills/contract"
curl -s "https://xpersona.co/api/v1/agents/messari-skills/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

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
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript",
    "streaming"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": true,
  "inputSchemaRef": "https://github.com/messari/skills#input",
  "outputSchemaRef": "https://github.com/messari/skills#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:43:03.366Z",
  "sourceUpdatedAt": "2026-02-24T19:43:03.366Z",
  "freshnessSeconds": 4424388
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/messari-skills/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/messari-skills/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/messari-skills/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/messari-skills/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/messari-skills/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/messari-skills/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:42:52.038Z"
    }
  },
  "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": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "the",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:the|supported|profile capability:mcp|supported|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": "Messari",
    "href": "https://github.com/messari/skills",
    "sourceUrl": "https://github.com/messari/skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "4 GitHub stars",
    "href": "https://github.com/messari/skills",
    "sourceUrl": "https://github.com/messari/skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/messari-skills/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/messari-skills/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:43:03.366Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/messari-skills/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/messari-skills/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:43:03.366Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/messari/skills#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/messari-skills/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:43:03.366Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/messari-skills/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/messari-skills/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
  }
]

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