Xpersona

Crawler Summary

@kibibit/kibi answer-first brief

Local-first AI agent CLI tool with TUI and MCP integration Kibi A local-first AI agent CLI tool with TUI (Terminal User Interface) and MCP (Model Context Protocol) integration. Description Kibi is a command-line AI agent that connects to local LLM endpoints (like LM Studio, LiteLLM) or cloud providers (OpenAI-compatible APIs). It provides an interactive terminal UI for chatting with AI models and executing tools, with support for MCP servers for extensibility. Features - **L Published capability contract available. No trust telemetry is available yet. 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

@kibibit/kibi 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

@kibibit/kibi

Local-first AI agent CLI tool with TUI and MCP integration Kibi A local-first AI agent CLI tool with TUI (Terminal User Interface) and MCP (Model Context Protocol) integration. Description Kibi is a command-line AI agent that connects to local LLM endpoints (like LM Studio, LiteLLM) or cloud providers (OpenAI-compatible APIs). It provides an interactive terminal UI for chatting with AI models and executing tools, with support for MCP servers for extensibility. Features - **L

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Kibibit

Artifacts

0

Benchmarks

0

Last release

1.2.3

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. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/Kibibit/kibi.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

Kibibit

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
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

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 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

npm install

bash

npm run build

bash

npm run dev

bash

npm start
# or
node bin/kibi

bash

node bin/kibi --print "Your prompt here"

text

kibi/
├── src/
│   ├── cli/          # CLI command parsing and routing
│   ├── agent/        # Core agent logic and LLM integration
│   ├── tools/        # Tool execution and management
│   ├── mcp/          # MCP server integration
│   ├── chat/         # Chat persistence
│   ├── config/       # Configuration management
│   ├── output/       # Output formatters (print mode)
│   ├── tui/          # Terminal UI components
│   ├── types/        # Shared TypeScript types
│   └── utils/        # Shared utilities
├── bin/              # Executable scripts
├── tests/            # Test files
└── docs/             # Documentation

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Local-first AI agent CLI tool with TUI and MCP integration Kibi A local-first AI agent CLI tool with TUI (Terminal User Interface) and MCP (Model Context Protocol) integration. Description Kibi is a command-line AI agent that connects to local LLM endpoints (like LM Studio, LiteLLM) or cloud providers (OpenAI-compatible APIs). It provides an interactive terminal UI for chatting with AI models and executing tools, with support for MCP servers for extensibility. Features - **L

Full README

Kibi

A local-first AI agent CLI tool with TUI (Terminal User Interface) and MCP (Model Context Protocol) integration.

Description

Kibi is a command-line AI agent that connects to local LLM endpoints (like LM Studio, LiteLLM) or cloud providers (OpenAI-compatible APIs). It provides an interactive terminal UI for chatting with AI models and executing tools, with support for MCP servers for extensibility.

Features

  • Local-First: Works with local LLM endpoints (LM Studio, LiteLLM) or cloud providers
  • Interactive TUI: Beautiful terminal user interface built with Ink/React
  • Tool Execution: Built-in tools (file operations, bash commands) with approval workflow
  • MCP Integration: Connect to Model Context Protocol servers for extensibility
  • Chat Persistence: Save and resume chat sessions
  • Print Mode: Non-interactive mode for scripting and automation
  • Streaming Responses: Real-time streaming of LLM responses

Installation

Prerequisites

  • Node.js 18+ and npm
  • TypeScript 5.0+

Install Dependencies

npm install

Build

npm run build

Development

Run in watch mode during development:

npm run dev

Usage

Basic Usage

Start the interactive TUI:

npm start
# or
node bin/kibi

Print Mode

Run in non-interactive mode (for scripting):

node bin/kibi --print "Your prompt here"

Available Commands

  • kibi agent [prompt] - Start AI agent (default command)
  • kibi chat list - List saved chats
  • kibi chat resume <chatId> - Resume a saved chat
  • kibi mcp status - Show MCP server status
  • kibi login - Authenticate with API provider
  • kibi status - Show current configuration and status

Configuration

Configuration is stored in ~/.kibi/config.json. You can configure:

  • Default model and provider
  • API keys (stored securely)
  • MCP server connections
  • Tool approval settings
  • UI preferences

Project Structure

kibi/
├── src/
│   ├── cli/          # CLI command parsing and routing
│   ├── agent/        # Core agent logic and LLM integration
│   ├── tools/        # Tool execution and management
│   ├── mcp/          # MCP server integration
│   ├── chat/         # Chat persistence
│   ├── config/       # Configuration management
│   ├── output/       # Output formatters (print mode)
│   ├── tui/          # Terminal UI components
│   ├── types/        # Shared TypeScript types
│   └── utils/        # Shared utilities
├── bin/              # Executable scripts
├── tests/            # Test files
└── docs/             # Documentation

Development

Scripts

  • npm run build - Compile TypeScript to JavaScript
  • npm run dev - Run in watch mode with tsx
  • npm start - Run compiled code
  • npm test - Run tests with vitest
  • npm run lint - Run linter (when configured)

Architecture

Kibi follows a modular architecture with clear boundaries:

  • CLI Module: Command-line interface and argument parsing
  • TUI Module: Interactive terminal UI (Ink/React)
  • Agent Core: LLM integration and conversation management
  • Tools Module: Tool execution with approval workflow
  • MCP Integration: Model Context Protocol server management
  • Chat Persistence: File-based chat storage
  • Configuration: Settings and credential management
  • Output Formatters: Print mode output formatting

See docs/kibi-cli-agent-v1/planning/system-architecture.md for detailed architecture documentation.

License

ISC

Contributing

This project is in active development. See the documentation in docs/ for implementation specifications and architecture details.

Contract & API

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

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

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/mcp-kibibit-kibi/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/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
Agent hubMore from this sourceMCP agents
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/Kibibit/kibi#input",
  "outputSchemaRef": "https://github.com/Kibibit/kibi#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:38.808Z",
  "sourceUpdatedAt": "2026-02-24T19:45:38.808Z",
  "freshnessSeconds": 4433706
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T03:20:45.028Z"
    }
  },
  "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": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "llm",
      "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"
    },
    {
      "key": "tui",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "terminal",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "local-first",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:cli|supported|profile capability:ai|supported|profile capability:agent|supported|profile capability:llm|supported|profile capability:mcp|supported|profile capability:tui|supported|profile capability:terminal|supported|profile capability:openai|supported|profile capability:local-first|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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:38.808Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:38.808Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/Kibibit/kibi#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:38.808Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Kibibit",
    "href": "https://github.com/Kibibit/kibi#readme",
    "sourceUrl": "https://github.com/Kibibit/kibi#readme",
    "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-kibibit-kibi/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-kibibit-kibi/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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