Crawler Summary

freemcp-registry answer-first brief

The definitive community-curated registry of 100% free and open-source Model Context Protocol (MCP) servers. Built for AI engineers shipping with Claude Desktop, Cursor, LangGraph, LangChain, and CrewAI. <p align="center"> <img src="https://img.shields.io/badge/MCP-Registry-6366f1?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMTIgMkwyIDdsOTkuOTk5IDUgMTAtNS0xMC01ek0yIDE3bDEwIDUgMTAtNUMyIDEybDEwIDUgMTAtNSIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIyIi8+PC9zdmc+" alt="FreeMCP Regi Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

freemcp-registry 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

Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

freemcp-registry

The definitive community-curated registry of 100% free and open-source Model Context Protocol (MCP) servers. Built for AI engineers shipping with Claude Desktop, Cursor, LangGraph, LangChain, and CrewAI. <p align="center"> <img src="https://img.shields.io/badge/MCP-Registry-6366f1?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMTIgMkwyIDdsOTkuOTk5IDUgMTAtNS0xMC01ek0yIDE3bDEwIDUgMTAtNUMyIDEybDEwIDUgMTAtNSIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIyIi8+PC9zdmc+" alt="FreeMCP Regi

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 10/9/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Strbbrn

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Unpublished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. 1 GitHub stars reported by the source. Last updated 10/9/2026.

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 Ledger

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

Verifiededitorial-content
Vendor (1)

Vendor

Strbbrn

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Oct 9, 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 REPOS

Extracted files

0

Examples

5

Snippets

0

Languages

python

Executable Examples

text

src/data/registry.json

json

{
  "id": "unique-server-id",
  "name": "Server Display Name",
  "description": "What this server does and why it's useful for agents.",
  "githubUrl": "https://github.com/author/repo",
  "author": "github-username",
  "category": "Database | Development | Security | DevOps | Utilities | Search | Communication | Cloud",
  "stars": 1234,
  "tags": ["tag1", "tag2", "langchain", "devsecops"],
  "featured": false
}

text

You submit → Maintainer reviews → Merged to main → Cloudflare auto-deploys → Live on freemcp.in

bash

# Clone the repo
git clone https://github.com/strbbrn/freemcp-registry/registry.git
cd registry

# Install dependencies
npm install

# Start dev server
npm run dev

# Build for production
npm run build

# Preview production build
npm run preview

text

freemcp-registry/
├── src/
│   ├── data/
│   │   └── registry.json       # ← The registry database (edit this to add servers)
│   ├── layouts/
│   │   └── Layout.astro        # Global layout, nav, footer, design system
│   └── pages/
│       └── index.astro         # Main page — hero, search, card grid
├── astro.config.mjs            # Astro configuration
├── tailwind.config.mjs         # Tailwind CSS configuration
├── wrangler.toml               # Cloudflare Pages deployment config
└── package.json

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

The definitive community-curated registry of 100% free and open-source Model Context Protocol (MCP) servers. Built for AI engineers shipping with Claude Desktop, Cursor, LangGraph, LangChain, and CrewAI. <p align="center"> <img src="https://img.shields.io/badge/MCP-Registry-6366f1?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMTIgMkwyIDdsOTkuOTk5IDUgMTAtNS0xMC01ek0yIDE3bDEwIDUgMTAtNUMyIDEybDEwIDUgMTAtNSIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIyIi8+PC9zdmc+" alt="FreeMCP Regi

Full README
<p align="center"> <img src="https://img.shields.io/badge/MCP-Registry-6366f1?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMTIgMkwyIDdsOTkuOTk5IDUgMTAtNS0xMC01ek0yIDE3bDEwIDUgMTAtNUMyIDEybDEwIDUgMTAtNSIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIyIi8+PC9zdmc+" alt="FreeMCP Registry" /> <img src="https://img.shields.io/badge/100%25-Free%20%26%20Open%20Source-34d399?style=for-the-badge" alt="Free & Open Source" /> <img src="https://img.shields.io/badge/License-MIT-818cf8?style=for-the-badge" alt="MIT License" /> <img src="https://img.shields.io/badge/Infra%20Cost-%240%2Fmo-22d3ee?style=for-the-badge" alt="$0/mo" /> </p> <h1 align="center">FreeMCP.in</h1> <p align="center"> <strong>The community-curated registry of 100% free and open-source<br/>Model Context Protocol (MCP) servers.</strong> </p> <p align="center"> <a href="https://freemcp.in">🌐 Live Site</a> &nbsp;·&nbsp; <a href="#-submit-a-server">📬 Submit a Server</a> &nbsp;·&nbsp; <a href="#-contributing">🤝 Contribute</a> &nbsp;·&nbsp; <a href="https://github.com/strbbrn/freemcp-registry/registry/discussions">💬 Discussions</a> </p>

🧠 What is MCP?

The Model Context Protocol (MCP) is an open standard created by Anthropic that provides a universal way for AI models and agents to connect to external tools, data sources, and services. Think of it as a USB-C port for AI — one protocol, infinite possibilities.

MCP servers expose capabilities (tools, resources, prompts) that any compatible AI client — Claude Desktop, Cursor, LangChain, LangGraph, CrewAI — can instantly use without custom integration code.

FreeMCP.in exists because finding reliable, truly free MCP servers shouldn't require digging through scattered GitHub repos or hitting enterprise paywalls.

✨ What is FreeMCP?

FreeMCP is a fast, searchable, static registry that curates only free and open-source MCP servers. No freemium traps. No enterprise tiers. No vendor lock-in.

Why FreeMCP?

| Problem | FreeMCP Solution | |---|---| | Existing directories mix paid and free tools | Strictly 100% free & open-source servers only | | Hard to find servers by use case | Category filters + real-time search by name, tags, description | | No standardized quality bar | Community-vetted with clear submission criteria | | Registries require expensive backends | Zero-cost static site — JSON data + Cloudflare Pages | | Discovery is fragmented across GitHub | One central hub for the community |

Who is this for?

  • 🤖 AI Engineers building autonomous agents with LangGraph, LangChain, or CrewAI
  • 🛡️ DevSecOps Teams looking for security and ASM tooling via MCP
  • 🧑‍💻 Developers integrating MCP servers into Claude Desktop or Cursor
  • 🌍 Open-source contributors who want to help the ecosystem grow

🗂️ Registry Structure

All server data lives in a single static JSON file:

src/data/registry.json

Each entry follows this schema:

{
  "id": "unique-server-id",
  "name": "Server Display Name",
  "description": "What this server does and why it's useful for agents.",
  "githubUrl": "https://github.com/author/repo",
  "author": "github-username",
  "category": "Database | Development | Security | DevOps | Utilities | Search | Communication | Cloud",
  "stars": 1234,
  "tags": ["tag1", "tag2", "langchain", "devsecops"],
  "featured": false
}

Current Categories

| Category | Description | Examples | |---|---|---| | 🗄️ Database | SQL/NoSQL access for agents | SQLite, PostgreSQL | | ⌨️ Development | Code, repos, and dev workflows | GitHub, Filesystem | | 🛡️ Security | Scanning, SAST, recon, ASM | Shodan, Nmap, Semgrep | | 🚀 DevOps | Containers, CI/CD, infra | Docker | | 🔧 Utilities | General-purpose tools | Puppeteer, Browser automation | | 🔍 Search | Web and data search | Brave Search | | 💬 Communication | Messaging and notifications | Slack | | ☁️ Cloud | Cloud provider integrations | AWS Knowledge Base |


📬 Submit a Server

Found a great open-source MCP server that's not listed? We'd love to add it!

Submission Criteria

Before submitting, make sure the server meets all of these:

  • [x] Open source — public GitHub repo with a recognized OSS license (MIT, Apache 2.0, GPL, etc.)
  • [x] 100% free — no paid tiers, no API key paywalls for core functionality
  • [x] MCP compliant — implements the Model Context Protocol standard
  • [x] Working — has a functional README with setup instructions
  • [x] Not a duplicate — check the live registry first

How to Submit

Option A: GitHub Issue (easiest)

  1. Go to Submit a Server →
  2. Fill out the issue template with the server details
  3. A maintainer will review and add it to the registry

Option B: Pull Request (for contributors)

  1. Fork this repository
  2. Add the server entry to src/data/registry.json
  3. Follow the schema above — make sure the JSON is valid
  4. Open a PR with the title: Add: [Server Name]
  5. A maintainer will review and merge

What happens after submission?

You submit → Maintainer reviews → Merged to main → Cloudflare auto-deploys → Live on freemcp.in

Typical turnaround: 24–72 hours. We review every submission manually to maintain quality.


🤝 Contributing

FreeMCP is built by the community, for the community. There are many ways to contribute beyond adding servers!

Ways to Contribute

| Contribution | Description | Difficulty | |---|---|---| | 🆕 Submit a server | Add a new MCP server to the registry | Easy | | 🐛 Report a bug | Found a broken link or UI issue? Open an issue | Easy | | 📝 Improve descriptions | Help write clearer server descriptions | Easy | | 🏷️ Suggest categories/tags | Help us organize better | Easy | | 🎨 UI/UX improvements | Design tweaks, accessibility, mobile fixes | Medium | | ⭐ Star the repo | Helps others discover FreeMCP | Easy | | 📢 Spread the word | Share on Twitter/X, Reddit, Discord, HN | Easy | | 🧪 Test servers | Verify listed servers still work | Medium | | 🌐 Add features | Search improvements, new pages, PWA support | Advanced |

Development Setup

# Clone the repo
git clone https://github.com/strbbrn/freemcp-registry/registry.git
cd registry

# Install dependencies
npm install

# Start dev server
npm run dev

# Build for production
npm run build

# Preview production build
npm run preview

Project Structure

freemcp-registry/
├── src/
│   ├── data/
│   │   └── registry.json       # ← The registry database (edit this to add servers)
│   ├── layouts/
│   │   └── Layout.astro        # Global layout, nav, footer, design system
│   └── pages/
│       └── index.astro         # Main page — hero, search, card grid
├── astro.config.mjs            # Astro configuration
├── tailwind.config.mjs         # Tailwind CSS configuration
├── wrangler.toml               # Cloudflare Pages deployment config
└── package.json

Code Guidelines

  • Keep it static — no backend, no databases, no API calls at runtime
  • Keep it fast — the site should feel instant; minimize JS where possible
  • Keep it accessible — semantic HTML, proper contrast, keyboard navigation
  • Keep it clean — readable code with clear comments for complex sections
  • Test your changes — run npm run build before submitting a PR

🏗️ Tech Stack

| Layer | Technology | Why | |---|---|---| | Framework | Astro | Zero-JS by default, blazing fast static builds | | Styling | Tailwind CSS + custom CSS | Utility-first with design token system | | Fonts | Inter + JetBrains Mono | Premium readability for UI + code | | Data | Static JSON | No database, no API, no cost | | Hosting | Cloudflare Pages | Free tier, global CDN, automatic deploys | | Domain | freemcp.in | Custom domain |

Total infrastructure cost: $0/month (forever on the free tier)


🗺️ Roadmap

We're just getting started. Here's what's planned:

  • [ ] Server detail pages — individual pages with full README, install commands, and compatibility matrix
  • [ ] GitHub star count sync — auto-update star counts via GitHub Actions (scheduled cron)
  • [ ] Server health checks — automated testing to verify servers are still functional
  • [ ] One-click config generator — paste-ready claude_desktop_config.json snippets
  • [ ] RSS feed — subscribe to new server additions
  • [ ] Community voting — upvote your favorite servers
  • [ ] MCP server compatibility matrix — which servers work with which clients
  • [ ] Dark/light mode toggle — for the light mode fans
  • [ ] PWA support — install FreeMCP as a desktop/mobile app

Have an idea? Start a discussion →


🌱 Help the Community Grow

FreeMCP is a zero-budget, community-driven project. The best way to help is to spread the word:

  • ⭐ Star this repo — it's the #1 signal that helps others discover us
  • 🐦 Share on Twitter/X — tag your AI engineering friends
  • 💬 Post in Discord/Slack communities — LangChain, CrewAI, AI Engineering groups
  • 📝 Write about it — blog posts, tutorials, mentions in newsletters
  • 🎥 Make a video — showcase how you use MCP servers in your agent stack
  • 🔗 Link to freemcp.in — from your README, docs, or blog

Every star, share, and contribution helps more AI engineers discover free tools. Let's build the definitive open-source MCP ecosystem together.


📄 License

This project is licensed under the MIT License — see the LICENSE file for details.

You're free to use, modify, and distribute this project. Attribution is appreciated but not required.


<p align="center"> <strong>Built with ❤️ for the AI engineering community</strong> <br/> <a href="https://freemcp.in">freemcp.in</a> </p>

Contract & API

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

MissingGITHUB REPOS

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-strbbrn-freemcp-registry/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/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 ReposUpdated 6mo agoRank 70

activepieces

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

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

AionUi

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!

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW
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-strbbrn-freemcp-registry/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T06:26:37.705Z"
    }
  },
  "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": "Strbbrn",
    "href": "https://github.com/strbbrn/freemcp-registry",
    "sourceUrl": "https://github.com/strbbrn/freemcp-registry",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T04:28:07.546Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T04:28:07.546Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/strbbrn/freemcp-registry",
    "sourceUrl": "https://github.com/strbbrn/freemcp-registry",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T04:28:07.546Z",
    "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://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-strbbrn-freemcp-registry/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 freemcp-registry and adjacent AI workflows.