Every package manager. Every registry. Every tool. One unified platform that resolves, installs, analyzes, and exposes CLI tools as AI-native skills.
Trusted by developers building the agentic future
Every tool follows the same battle-tested pipeline — from raw source to AI-native skill.
agents-cli add pypi:ruff
pip install ruff → ~/.agents-cli/
deepProbe(bin, {maxDepth: 5})
generateSkillDirectory(tool)
agents-cli mcp start
Agents-CLI unifies the fragmented tool ecosystem. Install from any registry with a single, consistent interface. No more juggling package managers.
Direct repository access. Clones, builds, and analyzes any GitHub project. Supports branch fallback (main → master → develop), release detection, and automatic binary inference.
agents-cli add anthropics/claude-code
Node.js ecosystem. CLI tools, frameworks, and libraries. Scoped packages supported natively. Automatic dependency resolution and global binary detection.
agents-cli add npm:eslint
agents-cli add @anthropic-ai/sdk
Python Package Index. AI/ML tools, data science utilities, automation agents. Virtual environment isolation. Bare names auto-resolve to PyPI.
agents-cli add pypi:ruff
agents-cli add httpie
Rust ecosystem. High-performance CLI binaries with zero-cost abstractions. Cargo.toml [[bin]] parsing for multi-binary crates. Native compilation.
agents-cli add crates:ripgrep
Revolutionary. Wraps any GUI or desktop application with AI-generated CLI bindings. Blender, Photoshop, Figma, VS Code — turn any app into a scriptable agent tool.
agents-cli add cli-anything:blender
agents-cli add cli-anything:figma
Bridge Model Context Protocol servers into CLI tools. Introspects MCP servers, extracts tool schemas, and generates agent-consumable skill definitions. The glue between MCP and everything else.
agents-cli add mcp:filesystem
agents-cli add mcp:sqlite
Your own tools. Point at any directory to analyze, generate skills, and expose to agents. Perfect for proprietary internal tools and private repositories.
agents-cli add ./my-internal-tool
Workflows chain multiple skills into automated pipelines. Scout data, generate content, process media, deploy — all in one composable flow. AI-composed or hand-crafted.
Describe what you want in natural language. The agentic composer analyzes your installed skills, discovers compatible tools, and proposes an optimized workflow.
agents-cli compose "Python CI pipeline"
3-5 iteration loops with validation. Each round improves step completeness, data flow validity, env var documentation, and setup runnability. Target quality ≥ 0.8.
--iterations 5 --sandbox --creative
Every workflow must pass: step completeness, data flow validity, env var documentation, and setup runnability. Each axis ≥ 0.5 to ship.
Steps are ordered by dependency analysis. Cross-script imports and file I/O chains determine execution order automatically.
Outputs from one step automatically connect to inputs of the next. Artifact tracking across the entire pipeline.
Docker-based sandbox testing ensures workflows run correctly before deployment. Isolated execution environment.
All environment variables across steps are collected, deduplicated, and documented. setup.sh validates every requirement.
Intelligent estimation of total pipeline runtime based on step analysis. Plan resource allocation accurately.
Auto-generates run.sh orchestrator, setup.sh validator, SKILL.md documentation, and workflow.md with pipeline diagrams.
Natural language → validated pipeline. The composer discovers skills across all registries, infers data flow, and generates production-ready scripts.
From atomic skills to enterprise agent teams — every building block for the agentic future.
Atomic agent capabilities. SKILL.md with frontmatter, references, scripts. Quality-gated with trigger score ≥ 0.80.
393 availableClaude Code spec compliant. Multi-skill bundles with commands, agents, hooks, and settings. 52 domain plugins generated.
52 domainsMulti-step pipelines. Topological ordering, data flow inference, env var merging. AI-composed or hand-crafted.
6 featuredPre/post hooks for 7 event types. Pre-command, post-edit, pre-task, session start/end. Behavioral guardrails.
7 event typesAutonomous agent personas with system prompts, tool access, and capability boundaries. Markdown-based, composable.
Pro tierMulti-agent orchestration. Coordinator + specialist agents with shared context, handoff protocols, and consensus.
EnterpriseCLI-Anything generated wrappers. GUI apps exposed as command-line tools with full schema introspection.
UnlimitedEvery feature is designed for agents-first development. Subscribe to unlock the full power of the platform.
3-layer pipeline: structural → AI-enhanced → quality-gated. Generate production-grade skills from any tool with deep schema probing, README extraction, and auto-description.
Semantic embeddings, skill graph, 4 discovery methods, and auto-repair. Find related skills, discover composable workflows, and automatically fix quality issues.
Scale discovery across all registries. Adaptive concurrency, exponential backoff, install-analyze-prune cycle. Seed from PyPI, npm, crates, GitHub, and MCP registries.
Expose every installed tool as an MCP-compatible server. Bidirectional: CLI → MCP and MCP → CLI. 534 tools available through the bridge.
FTS5 full-text search + sqlite-vec KNN embeddings. Search across skills, workflows, and tools with natural language queries. Domain-scoped filtering.
Publish skills and earn. 80% revenue share to creators. Per-call metering, monthly caps, and enterprise licensing. Your tools, your revenue.
Experience the full power of Agents-CLI right in your browser. Type commands, explore sources, and inspect workflows.
Clones any GitHub repository, detects language, builds from source, and analyzes all CLI entry points.
Installs from npm registry with full dependency resolution. Detects global binaries and CLI entry points.
Creates isolated venv, installs via pip, detects entry points. Bare names auto-resolve to PyPI.
Compiles Rust crates natively. Parses Cargo.toml for multi-binary support. Zero-cost performance.
Wraps ANY desktop application with AI-generated CLI bindings. GUI → CLI transformation.
Introspects MCP servers, extracts tool schemas, generates CLI wrappers. Bidirectional bridge.
Analyze any local directory. No upload needed. Perfect for private tools and enterprise repos.
Want more? Subscribe to unlock unlimited installs, premium sources, and workflow execution.
Start free. Scale as you build. Every plan includes the core marketplace.
| Feature | Free | Starter | Pro | Enterprise |
|---|---|---|---|---|
| Monthly installs | 3 | 50 | 500 | ∞ |
| GitHub source | ✅ | ✅ | ✅ | ✅ |
| npm source | ✅ | ✅ | ✅ | ✅ |
| PyPI source | ✅ | ✅ | ✅ | ✅ |
| crates.io source | ✅ | ✅ | ✅ | ✅ |
| Local source | ✅ | ✅ | ✅ | ✅ |
| CLI-Anything | ❌ | ✅ | ✅ | ✅ |
| MCP-to-CLI bridge | ❌ | ✅ | ✅ | ✅ |
| Workflow view | View only | 5/mo | ∞ | ∞ |
| Workflow compose | ❌ | ❌ | ✅ | ✅ |
| Workflow publish | ❌ | ❌ | ✅ | ✅ |
| Skill Forge | Basic | Structural | 3-layer + AI | 3-layer + AI |
| Intelligence layer | ❌ | ❌ | ✅ | ✅ |
| Crawl system | ❌ | ❌ | ✅ | ✅ |
| Hybrid search | FTS only | ✅ | ✅ | ✅ |
| MCP bridge | Read-only | Full | Full | Full |
| Publish to marketplace | ❌ | ❌ | ✅ | ✅ |
| Creator revenue (80%) | ❌ | ❌ | ✅ | ✅ |
| Agent definitions | ❌ | ❌ | ✅ | ✅ |
| Agent teams | ❌ | ❌ | ❌ | ✅ |
| Private registry | ❌ | ❌ | ❌ | ✅ |
| SSO / SAML | ❌ | ❌ | ❌ | ✅ |
| Support | Community | Priority | Dedicated + SLA |
Join thousands of developers using Agents-CLI to bridge the gap between tools and AI agents.