Crawler Summary

codexcli answer-first brief

A command-line information store for quick reference of frequently used data CodexCLI A command-line information store for quick reference of frequently used data. Table of Contents - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 Overview CodexCLI is a command-line tool designed to help you store, organize, and retrieve structured information efficiently. It uses a hierarchical dot notation system (similar to JS Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

codexcli is best for cli, command-line, data-store workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

codexcli

A command-line information store for quick reference of frequently used data CodexCLI A command-line information store for quick reference of frequently used data. Table of Contents - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 Overview CodexCLI is a command-line tool designed to help you store, organize, and retrieve structured information efficiently. It uses a hierarchical dot notation system (similar to JS

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 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 2/25/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Seabeardev

Artifacts

0

Benchmarks

0

Last release

0.3.0

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 2/25/2026.

Setup snapshot

git clone https://github.com/seabearDEV/codexCLI.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

Seabeardev

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 25, 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

brew tap seabeardev/ccli
brew install ccli

bash

curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-macos-arm64 -o ccli

bash

curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-macos-x64 -o ccli

bash

curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-linux-x64 -o ccli

bash

curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-linux-arm64 -o ccli

bash

# macOS (Apple Silicon)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-macos-arm64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# macOS (Intel)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-macos-x64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# Linux (x64)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-linux-x64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# Linux (ARM64)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-linux-arm64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# Windows (x64) — download from:
# https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-win-x64.exe

# First run will prompt to install shell completions
ccli

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

A command-line information store for quick reference of frequently used data CodexCLI A command-line information store for quick reference of frequently used data. Table of Contents - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 - $1 Overview CodexCLI is a command-line tool designed to help you store, organize, and retrieve structured information efficiently. It uses a hierarchical dot notation system (similar to JS

Full README

CodexCLI

A command-line information store for quick reference of frequently used data.

Table of Contents

Overview

CodexCLI is a command-line tool designed to help you store, organize, and retrieve structured information efficiently. It uses a hierarchical dot notation system (similar to JSON) that makes it easy to organize related data.

Features

  • Hierarchical Data Storage: Store data using intuitive dot notation paths (e.g., server.production.ip)
  • Command Runner: Execute stored shell commands with dry-run, composition (:) and chaining (&&), and optional per-entry confirmation
  • Interpolation: Reference stored values with ${key} and execute stored commands with $(key) — resolved at read time
  • Aliases: Create shortcuts to frequently accessed paths
  • Encryption: Password-protect sensitive values
  • Search: Find entries by searching keys or values
  • Tree Visualization: Display nested data in a tree-like structure
  • Clipboard Integration: Copy values directly to clipboard (macOS, Linux, Windows)
  • Inline Editing: Open entries in $EDITOR / $VISUAL for quick edits
  • JSON Output: Machine-readable --json flag on get and find for scripting
  • Stdin Piping: Pipe values into set from other commands
  • Auto-Backup: Automatic timestamped backups before destructive operations
  • File Locking: Advisory locking prevents data corruption from concurrent access
  • Shell Tab-Completion: Full tab-completion for Bash and Zsh (commands, flags, keys, aliases)
  • MCP Server: Expose CodexCLI as a tool for AI agents (Claude Code, Claude Desktop) via the Model Context Protocol

Installation

Homebrew (macOS / Linux)

brew tap seabeardev/ccli
brew install ccli

Download Binary

Download the latest release for your platform from GitHub Releases.

# macOS (Apple Silicon)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-macos-arm64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# macOS (Intel)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-macos-x64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# Linux (x64)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-linux-x64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# Linux (ARM64)
curl -fsSL https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-linux-arm64 -o ccli
chmod +x ccli && sudo mv ccli /usr/local/bin/

# Windows (x64) — download from:
# https://github.com/seabearDEV/codexCLI/releases/latest/download/ccli-win-x64.exe

# First run will prompt to install shell completions
ccli

Install from Source

Note: Installing from source registers the development binary cclid (not ccli). All examples in this README use ccli, but substitute cclid if you installed from source. The production ccli binary is available via Homebrew or the GitHub Releases download above.

Ensure npm's global binaries are in your PATH by adding the following to your shell profile (.bashrc, .zshrc, or equivalent):

export PATH="$(npm config get prefix)/bin:$PATH"
git clone https://github.com/seabearDEV/codexCLI.git
cd codexCLI
npm install
npm run build
npm install -g .

If cclid is not found after installing, verify that npm's global bin directory is in your PATH:

echo $PATH | grep -o "$(npm config get prefix)/bin"

Usage

Storing Data

# Set a simple entry
ccli set mykey "my value"

# Set a nested entry using dot notation
ccli set server.production.ip 192.168.1.100

# Set with an alias
ccli set server.production.ip 192.168.1.100 -a ip

# Overwrite without confirmation
ccli set server.production.ip 10.0.0.1 -f

# Read value interactively (avoids shell expansion of $, !, etc.)
ccli set secret.token -p

# Same, but with visible input
ccli set secret.token -p --show

# Encrypt a value
ccli set api.key sk-secret-123 -e

# Mark an entry as requiring confirmation before running
ccli set commands.deploy "./deploy.sh" --confirm

# Remove the confirmation requirement from an entry
ccli set commands.deploy --no-confirm

# Batch set multiple key=value pairs
ccli set a=1 b=2 c=3

# Pipe a value from stdin
echo "my value" | ccli set mykey

# Pipe from another command
curl -s https://api.example.com/token | ccli set api.token

After setting an entry, you'll be asked interactively whether it should require confirmation to run. Use --confirm or --no-confirm to skip the prompt.

Retrieving Data

# Get a specific entry
ccli get server.production.ip

# Get all entries in a namespace
ccli get server

# Get all entries
ccli get

# Display as a tree structure
ccli get server --tree

# Output raw value without colors (for scripting)
ccli get server.production.ip --raw

# Show stored value before interpolation
ccli get paths.myproject --source

# Decrypt an encrypted value
ccli get api.key -d

# Copy value to clipboard
ccli get server.ip -c

# Output as JSON (for scripting)
ccli get server --json

# Show aliases only
ccli get -a

Running Commands

Commands run immediately by default. Entries marked with --confirm at set time will prompt before executing. Use -y to skip the prompt.

# Execute a stored command (runs immediately unless marked --confirm)
ccli run deploy.cmd

# Skip the confirmation prompt (for entries marked --confirm)
ccli run deploy.cmd -y

# Dry run (print without executing)
ccli run deploy.cmd --dry

# Chain multiple commands with &&
ccli run nav.project commands.list -y
# → cd /path/to/project && ls -l

# Compose a command from fragments using :
ccli run commands.cd:paths.project -y
# → cd /path/to/project

# Combine composition and chaining
ccli run commands.cd:paths.project commands.list -y
# → cd /path/to/project && ls -l

# Multiple colon-separated segments
ccli run commands.scp:files.config:targets.prod -y
# → scp ./config.yml admin@prod:/etc/app/

# Decrypt and run an encrypted command
ccli run secret.script -d -y

# Capture output for piping (instead of inheriting stdio)
ccli run cmd.echo --capture | tr a-z A-Z

Searching

# Search keys and values
ccli find 192.168

# Search data entries only (skip aliases)
ccli find prod -e

# Search aliases only
ccli find ip -a

# Show results as a tree
ccli find server -t

# Output as JSON (for scripting)
ccli find prod --json

Aliases

Aliases are shortcuts to frequently used key paths. They're managed through the set, get, and remove commands:

# Create an entry with an alias
ccli set server.production.ip 192.168.1.100 -a ip

# Add/change an alias on an existing entry (no value needed)
ccli set server.production.ip -a sip

# Use an alias anywhere you'd use a key
ccli get ip
ccli run ip

# List all aliases
ccli get -a

# Remove an alias only (keep the entry)
ccli remove ip -a

# Remove an entry and its alias
ccli remove server.production.ip

Copying Data

Copy an entry (or an entire subtree) to a new key:

# Copy a single entry
ccli copy server.ip server.ip.backup

# Copy an entire subtree
ccli copy server server.backup

# Overwrite destination without confirmation
ccli cp server.ip server.ip.backup -f

Renaming

Rename entry keys or aliases without re-creating them:

# Rename an entry key (moves the value, updates aliases)
ccli rename server.old server.new

# Rename an alias
ccli rename -a oldalias newalias

# Rename a key and set a new alias on it
ccli rename server.old server.new --set-alias sn

Editing Data

Open a stored value in your $EDITOR (or $VISUAL) for inline editing:

# Edit an entry in your default editor
ccli edit server.production.ip

# Edit an encrypted entry (decrypts before editing, re-encrypts on save)
ccli edit api.key --decrypt

Removing Data

Removing an entry prompts for confirmation. Use -f to skip.

# Remove an entry (prompts for confirmation)
ccli remove server.old

# Remove without confirmation
ccli remove server.old -f

# Remove an alias only (keep the entry)
ccli remove myalias -a

Interpolation

Reference stored values inside other values with ${key} syntax. References are resolved at read time.

# Store a base path
ccli set paths.github "/Users/me/Projects/github.com"

# Reference it in another entry
ccli set paths.myproject 'cd ${paths.github}/myproject'

# Resolves at read time
ccli get paths.myproject
# → cd /Users/me/Projects/github.com/myproject

# Works with run too
ccli run paths.myproject -y

# Use --source to see the raw stored value
ccli get paths.myproject --source

# Use --prompt (-p) when setting to avoid shell expansion of ${}
ccli set paths.myproject -p

Exec Interpolation

Use $(key) to execute a stored command and substitute its stdout. The key must reference a stored string value containing a shell command.

# Store a command
ccli set system.user "whoami"

# Reference it with $(key) — executes the command and substitutes the output
ccli set paths.home '/Users/$(system.user)'

ccli get paths.home
# → /Users/kh

# See the raw value without executing
ccli get paths.home --source
# → /Users/$(system.user)

# Aliases work too
ccli set system.user -a user
ccli set paths.home '/Users/$(user)'

Exec interpolation supports:

  • Recursion: stored commands can contain ${key} or $(key) references that resolve before execution
  • Caching: the same key is only executed once per interpolation pass
  • Circular detection: $(a)$(b)$(a) throws an error
  • Timeout: commands are killed after 10 seconds
  • Cross-type references: ${key} values can contain $(key) and vice versa

Encryption

# Encrypt a value (prompts for password twice)
ccli set api.key sk-secret-123 -e

# Encrypted values show as [encrypted]
ccli get api.key
# → api.key: [encrypted]

# Decrypt to view
ccli get api.key -d

# Decrypt and copy to clipboard
ccli get api.key -d -c

# Decrypt and run
ccli run secret.deploy -d -y

# Clear terminal after setting sensitive data
ccli set api.key -p -e -c

Configuration

# Show all settings
ccli config

# Get a specific setting
ccli config get theme

# Change a setting
ccli config set theme dark
ccli config set colors false

# Show version, stats, and storage paths
ccli config info

# Show usage examples
ccli config examples

Available settings:

| Setting | Values | Description | |----------|------------------------------|-------------------------------| | colors | true / false | Enable/disable colored output | | theme | default / dark / light | UI theme |

Data Management

# Export data to a timestamped file
ccli data export entries

# Export to a specific file
ccli data export aliases -o my-aliases.json

# Export with pretty-printed JSON
ccli data export entries --pretty

# Export confirm metadata
ccli data export confirm

# Export everything (entries, aliases, confirm metadata)
ccli data export all

# Import data from a file (replaces existing)
ccli data import entries backup.json

# Import and merge with existing data
ccli data import entries backup.json --merge

# Preview changes without importing
ccli data import entries backup.json --merge --preview

# Reset data to empty state (prompts first)
ccli data reset entries

# Reset without confirmation
ccli data reset all -f

Auto-backup: Before destructive operations (data reset, non-merge data import), CodexCLI automatically creates a timestamped backup in ~/.codexcli/.backups/.

Shell Wrapper

By default, ccli run executes commands in a child process. This means shell builtins like cd, export, and alias have no effect on your current shell.

After running ccli config completions install, a shell wrapper function is added to your shell profile that fixes this. When you use ccli run (or ccli r), the wrapper:

  1. Calls the real ccli binary with --source, which outputs the raw command to stdout instead of executing it
  2. Captures that output and evals it in your current shell

All other ccli commands pass through to the binary unchanged.

# Store a navigation command
ccli set paths.myproject 'cd ~/Projects/my-project'

# This actually changes your directory (with the wrapper installed)
ccli r paths.myproject -y

# Without the wrapper, cd would run in a child process and have no effect

The wrapper is installed automatically by ccli config completions install. If you already have completions installed, run it again to add the wrapper, then source your shell profile.

Shell Tab-Completion

CodexCLI supports tab-completion for Bash and Zsh, including commands, flags, stored keys, alias names, and more.

Quick Setup

ccli config completions install

This appends a completion loader and shell wrapper to your ~/.zshrc or ~/.bashrc and tells you to restart your shell (or source the file).

Manual Setup

If you prefer to set it up yourself:

# Zsh - add to ~/.zshrc
eval "$(ccli config completions zsh)"

# Bash - add to ~/.bashrc or ~/.bash_profile
eval "$(ccli config completions bash)"

What Gets Completed

| Context | Completions | |---|---| | ccli <TAB> | All commands (set, get, run, find, edit, copy, remove, rename, config, data) | | ccli get <TAB> | Flags + stored data keys + aliases + namespace prefixes | | ccli run <TAB> | Flags + stored data keys + aliases | | ccli run cd:<TAB> | Data keys + aliases (completes the segment after :) | | ccli set <TAB> | Flags + namespace prefixes (one level at a time) | | ccli config <TAB> | Subcommands (set, get, info, examples, completions) | | ccli config set <TAB> | Config keys (colors, theme) | | ccli data export <TAB> | entries, aliases, confirm, all |

Scripting Tips

# Use raw output in other commands
ssh $(ccli get server.ip -r)

# Decrypt and copy to clipboard
ccli get api.key -d -c

# Decrypt and run without prompt
ccli run deploy.cmd -d -y

# Preview a command with interpolation
ccli run paths.myproject --dry -y

Debugging

ccli --debug get server.production

Command Reference

| Command | Alias | Signature | Description | |---|---|---|---| | set | s | <key> [value] | Set an entry (value optional with -a; supports key=val batch) | | get | g | [key] | Retrieve entries or specific data | | run | r | <keys...> | Execute stored command(s) (: compose, && chain) | | find | f | <term> | Find entries by key or value | | edit | e | <key> | Open an entry's value in $EDITOR | | copy | cp | <source> <dest> | Copy an entry to a new key | | remove | rm | <key> | Remove an entry and its alias | | rename | rn | <old> <new> | Rename an entry key or alias | | config | | <subcommand> | View or change configuration settings | | data | | <subcommand> | Manage stored data (export, import, reset) |

Config subcommands: set <key> <value>, get [key], info, examples, completions <bash\|zsh\|install>

Data subcommands: export <type>, import <type> <file>, reset <type>

MCP Server (AI Agent Integration)

CodexCLI includes a built-in Model Context Protocol (MCP) server, allowing AI agents like Claude Code and Claude Desktop to read and write your CodexCLI data store as a native tool.

Setup

Claude Code

claude mcp add codexcli -- node /absolute/path/to/dist/mcp-server.js

If you installed from source via npm install -g ., you can also use:

claude mcp add codexcli -- cclid-mcp

Claude Desktop

Add the following to your Claude Desktop MCP config file:

{
  "mcpServers": {
    "codexcli": {
      "command": "node",
      "args": ["/absolute/path/to/dist/mcp-server.js"]
    }
  }
}

Available Tools

| Tool | Description | |---|---| | codex_set | Set an entry (key + value, optional alias, optional encrypt + password) | | codex_get | Retrieve entries (specific key, subtree, or all; optional decrypt + password) | | codex_remove | Remove an entry or alias by key | | codex_copy | Copy an entry to a new key (optional force to overwrite) | | codex_search | Search entries by key or value (case-insensitive) | | codex_alias_set | Create or update an alias for a dot-notation path | | codex_alias_remove | Remove an alias | | codex_alias_list | List all defined aliases | | codex_run | Execute a stored command (dry-run, force to skip confirm check, capture output) | | codex_config_get | Get one or all configuration settings | | codex_config_set | Set a configuration setting (colors, theme) | | codex_export | Export data and/or aliases as JSON text | | codex_import | Import data and/or aliases from a JSON string (merge, replace, or preview) | | codex_reset | Reset data and/or aliases to empty state |

Verifying the MCP Server

echo '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2024-11-05","capabilities":{},"clientInfo":{"name":"test","version":"0.1.0"}}}' | node dist/mcp-server.js

A successful response will include "serverInfo":{"name":"codexcli"} in the JSON output.

Development

npm install        # Install dependencies
npm run build      # Build the project
npm test           # Run all tests
npm run test:watch # Run tests in watch mode
npm run dev:watch  # Watch mode — recompiles on file changes
npm run lint       # Run ESLint

License

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

Contract & API

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

MissingGITHUB MCP

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/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
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": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T02:59:24.200Z"
    }
  },
  "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": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "command-line",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "data-store",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "reference",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "information",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:cli|supported|profile capability:command-line|supported|profile capability:data-store|supported|profile capability:reference|supported|profile capability:information|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": "Seabeardev",
    "href": "https://github.com/seabearDEV/codexCLI",
    "sourceUrl": "https://github.com/seabearDEV/codexCLI",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:58:43.494Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:58:43.494Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/seabearDEV/codexCLI",
    "sourceUrl": "https://github.com/seabearDEV/codexCLI",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:58:43.494Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-seabeardev-codexcli/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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