Crawler Summary

kata-agents answer-first brief

AI agent desktop application for the Kata ecosystem Kata Agents $1 $1 Kata Agents is a powerful productivity app for working with AI agents. Built on the Claude Agent SDK, it enables intuitive multitasking, seamless connection to APIs and services, and a document-centric workflow in a polished, natural language driven UI. **It's like Claude Code meets Slack.** Part of the Kata ecosystem, alongside $1, $1, and $1. $1 Features - **Multi-Session Inbox**: Desktop app with Published capability contract available. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

kata-agents 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

kata-agents

AI agent desktop application for the Kata ecosystem Kata Agents $1 $1 Kata Agents is a powerful productivity app for working with AI agents. Built on the Claude Agent SDK, it enables intuitive multitasking, seamless connection to APIs and services, and a document-centric workflow in a polished, natural language driven UI. **It's like Claude Code meets Slack.** Part of the Kata ecosystem, alongside $1, $1, and $1. $1 Features - **Multi-Session Inbox**: Desktop app with

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal3 GitHub stars

Published capability contract available. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/24/2026.

3 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Gannonh

Artifacts

0

Benchmarks

0

Last release

0.6.1

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. 3 GitHub stars reported by the source. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/gannonh/kata-agents.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  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

Gannonh

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

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

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

3 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 MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

git clone https://github.com/gannonh/kata-agents.git
cd kata-agents
bun install
bun run electron:start

text

kata-agents/
├── apps/
│   └── electron/              # Desktop GUI (primary)
│       └── src/
│           ├── main/          # Electron main process
│           ├── preload/       # Context bridge
│           └── renderer/      # React UI (Vite + shadcn)
└── packages/
    ├── core/                  # Shared types
    └── shared/                # Business logic
        └── src/
            ├── agent/         # Kata agent, permissions
            ├── auth/          # OAuth, tokens
            ├── config/        # Storage, preferences, themes
            ├── credentials/   # AES-256-GCM encrypted storage
            ├── git/           # Git service, PR service
            ├── sessions/      # Session persistence
            ├── sources/       # MCP, API, local sources
            └── statuses/      # Dynamic status system

bash

# Hot reload development
bun run electron:dev

# Build and run
bun run electron:start

# Type checking
bun run typecheck:all

# Debug logging (writes to ~/Library/Logs/Kata Agents/)
# Logs are automatically enabled in development

bash

MICROSOFT_OAUTH_CLIENT_ID=your-client-id
GOOGLE_OAUTH_CLIENT_SECRET=your-google-client-secret
GOOGLE_OAUTH_CLIENT_ID=your-client-id.apps.googleusercontent.com
SLACK_OAUTH_CLIENT_ID=your-slack-client-id
SLACK_OAUTH_CLIENT_SECRET=your-slack-client-secret

text

~/.kata-agents/
├── config.json              # Main config (workspaces, auth type)
├── credentials.enc          # Encrypted credentials (AES-256-GCM)
├── preferences.json         # User preferences
├── theme.json               # App-level theme
└── workspaces/
    └── {id}/
        ├── config.json      # Workspace settings
        ├── theme.json       # Workspace theme override
        ├── sessions/        # Session data (JSONL)
        ├── sources/         # Connected sources
        ├── skills/          # Custom skills
        └── statuses/        # Status configuration

text

kataagents://allChats                    # All chats view
kataagents://allChats/chat/session123    # Specific chat
kataagents://settings                    # Settings
kataagents://sources/source/github       # Source info
kataagents://action/new-chat             # Create new chat

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

AI agent desktop application for the Kata ecosystem Kata Agents $1 $1 Kata Agents is a powerful productivity app for working with AI agents. Built on the Claude Agent SDK, it enables intuitive multitasking, seamless connection to APIs and services, and a document-centric workflow in a polished, natural language driven UI. **It's like Claude Code meets Slack.** Part of the Kata ecosystem, alongside $1, $1, and $1. $1 Features - **Multi-Session Inbox**: Desktop app with

Full README

Kata Agents

Version License

Kata Agents is a powerful productivity app for working with AI agents. Built on the Claude Agent SDK, it enables intuitive multitasking, seamless connection to APIs and services, and a document-centric workflow in a polished, natural language driven UI. It's like Claude Code meets Slack.

Part of the Kata ecosystem, alongside Kata Orchestrator, Kata Agents, and Kata Context.

kata.sh

Kata Agents Demo

Features

  • Multi-Session Inbox: Desktop app with session management, status workflow, and flagging
  • Claude Code Experience: Streaming responses, tool visualization, real-time updates
  • Git Integration: Live branch display, PR status badge, real-time updates, worktree and submodule support
  • Agent Skills: Specialized agent instructions stored per-workspace
  • MCP Integration: Connect to any MCP server (Linear, GitHub, Notion, and more)
  • Sources: Connect to REST APIs (Google, Slack, Microsoft), and local filesystems
  • Permission Modes: Three-level system (Explore, Ask to Edit, Auto) with customizable rules
  • Background Tasks: Run long-running operations with progress tracking
  • Dynamic Status System: Customizable session workflow states (Todo, In Progress, Done, etc.)
  • Theme System: Cascading themes at app and workspace levels
  • Multi-File Diff: VS Code-style window for viewing all file changes in a turn
  • File Attachments: Drag-drop images, PDFs, Office documents with auto-conversion

Installation

Download from GitHub Releases

Download the latest release for your platform from GitHub Releases.

  • macOS: Kata-Agents-arm64.dmg (Apple Silicon) or Kata-Agents-x64.dmg (Intel)
  • Windows: Kata-Agents-x64.exe
  • Linux: Kata-Agents-x64.AppImage

Build from Source

git clone https://github.com/gannonh/kata-agents.git
cd kata-agents
bun install
bun run electron:start

Quick Start

  1. Launch the app after installation
  2. Choose API Connection: Use your own Anthropic API key or Claude Max subscription
  3. Create a workspace: Set up a workspace to organize your sessions
  4. Connect sources (optional): Add MCP servers, REST APIs, or local filesystems
  5. Start chatting: Create sessions and interact with Claude

Desktop App Features

Session Management

  • Inbox/Archive: Sessions organized by workflow status
  • Flagging: Mark important sessions for quick access
  • Status Workflow: Todo -> In Progress -> Needs Review -> Done
  • Session Naming: AI-generated titles or manual naming
  • Session Persistence: Full conversation history saved to disk

Sources

Connect external data sources to your workspace:

| Type | Examples | | --------------- | ------------------------------------------------- | | MCP Servers | Linear, GitHub, Notion, custom servers | | REST APIs | Google (Gmail, Calendar, Drive), Slack, Microsoft | | Local Files | Filesystem, Obsidian vaults, Git repos |

Channels

Connect communication platforms for always-on, background message processing:

| Channel | Mode | Features | | --------- | ----------------- | ------------------------------------- | | Slack | Poll + Subscribe | Channel messages, slash commands |

See Slack Setup Guide for configuration instructions.

Permission Modes

| Mode | Display | Behavior | | ----------- | ----------- | -------------------------------------- | | safe | Explore | Read-only, blocks all write operations | | ask | Ask to Edit | Prompts for approval (default) | | allow-all | Auto | Auto-approves all commands |

Use SHIFT+TAB to cycle through modes in the chat interface.

Git Integration

Git context is displayed in the chat input toolbar and injected into agent conversations:

  • Branch badge: Current git branch name, updates in real-time via file watching
  • PR badge: Linked pull request title and status (open/draft/merged/closed), click to open in browser
  • AI awareness: Agent receives branch and PR context per message
  • Worktree/submodule support: Handles .git file gitdir pointers transparently
  • Graceful degradation: No git indicator for non-git directories, helpful message when gh CLI is unavailable

Keyboard Shortcuts

| Shortcut | Action | | ------------- | ------------------------- | | Cmd+N | New chat | | Cmd+1/2/3 | Focus sidebar/list/chat | | Cmd+/ | Keyboard shortcuts dialog | | SHIFT+TAB | Cycle permission modes | | Enter | Send message | | Shift+Enter | New line |

Architecture

kata-agents/
├── apps/
│   └── electron/              # Desktop GUI (primary)
│       └── src/
│           ├── main/          # Electron main process
│           ├── preload/       # Context bridge
│           └── renderer/      # React UI (Vite + shadcn)
└── packages/
    ├── core/                  # Shared types
    └── shared/                # Business logic
        └── src/
            ├── agent/         # Kata agent, permissions
            ├── auth/          # OAuth, tokens
            ├── config/        # Storage, preferences, themes
            ├── credentials/   # AES-256-GCM encrypted storage
            ├── git/           # Git service, PR service
            ├── sessions/      # Session persistence
            ├── sources/       # MCP, API, local sources
            └── statuses/      # Dynamic status system

Development

# Hot reload development
bun run electron:dev

# Build and run
bun run electron:start

# Type checking
bun run typecheck:all

# Debug logging (writes to ~/Library/Logs/Kata Agents/)
# Logs are automatically enabled in development

Environment Variables

OAuth integrations (Google, Slack, Microsoft) require credentials. Create a .env file:

MICROSOFT_OAUTH_CLIENT_ID=your-client-id
GOOGLE_OAUTH_CLIENT_SECRET=your-google-client-secret
GOOGLE_OAUTH_CLIENT_ID=your-client-id.apps.googleusercontent.com
SLACK_OAUTH_CLIENT_ID=your-slack-client-id
SLACK_OAUTH_CLIENT_SECRET=your-slack-client-secret

See Google Cloud Console to create OAuth credentials.

Configuration

Configuration is stored at ~/.kata-agents/:

~/.kata-agents/
├── config.json              # Main config (workspaces, auth type)
├── credentials.enc          # Encrypted credentials (AES-256-GCM)
├── preferences.json         # User preferences
├── theme.json               # App-level theme
└── workspaces/
    └── {id}/
        ├── config.json      # Workspace settings
        ├── theme.json       # Workspace theme override
        ├── sessions/        # Session data (JSONL)
        ├── sources/         # Connected sources
        ├── skills/          # Custom skills
        └── statuses/        # Status configuration

Advanced Features

Large Response Handling

Tool responses exceeding ~60KB are automatically summarized using Claude Haiku with intent-aware context. The _intent field is injected into MCP tool schemas to preserve summarization focus.

Deep Linking

External apps can navigate using kataagents:// URLs:

kataagents://allChats                    # All chats view
kataagents://allChats/chat/session123    # Specific chat
kataagents://settings                    # Settings
kataagents://sources/source/github       # Source info
kataagents://action/new-chat             # Create new chat

Tech Stack

| Layer | Technology | | ----------- | ---------------------------------------------------------------------------------------------- | | Runtime | Bun | | AI | @anthropic-ai/claude-agent-sdk | | Desktop | Electron + React | | UI | shadcn/ui + Tailwind CSS v4 | | Build | esbuild (main) + Vite (renderer) | | Credentials | AES-256-GCM encrypted file storage |

License

Apache License 2.0 - see LICENSE and NOTICE.

Contributing

We welcome contributions! Please see CONTRIBUTING.md for guidelines.

Security

Local MCP Server Isolation

When spawning local MCP servers (stdio transport), sensitive environment variables are filtered out to prevent credential leakage to subprocesses. Blocked variables include:

  • ANTHROPIC_API_KEY, CLAUDE_CODE_OAUTH_TOKEN (app auth)
  • AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN
  • GITHUB_TOKEN, GH_TOKEN, OPENAI_API_KEY, GOOGLE_API_KEY, STRIPE_SECRET_KEY, NPM_TOKEN

To explicitly pass an env var to a specific MCP server, use the env field in the source config.

To report security vulnerabilities, please see SECURITY.md.

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, oauth

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/mcp-gannonh-kata-agents/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-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

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",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript",
    "streaming"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": true,
  "inputSchemaRef": "https://github.com/gannonh/kata-agents#input",
  "outputSchemaRef": "https://github.com/gannonh/kata-agents#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:30.165Z",
  "sourceUpdatedAt": "2026-02-24T19:45:30.165Z",
  "freshnessSeconds": 4421893
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T00:03:43.944Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:30.165Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:30.165Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/gannonh/kata-agents#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:30.165Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Gannonh",
    "href": "https://github.com/gannonh/kata-agents",
    "sourceUrl": "https://github.com/gannonh/kata-agents",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/gannonh/kata-agents",
    "sourceUrl": "https://github.com/gannonh/kata-agents",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-gannonh-kata-agents/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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