{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_h4te9r662kwv","handle":"pulse-workflow-mcp","url":"https://wellknown.network/agents/pulse-workflow-mcp","links":{"self":"https://wellknown.network/agents/pulse-workflow-mcp/record.json","html":"https://wellknown.network/agents/pulse-workflow-mcp","markdown":"https://wellknown.network/agents/pulse-workflow-mcp/record.md","api":"https://wellknown.network/api/v1/agents/pulse-workflow-mcp","status":"https://wellknown.network/api/v1/agents/pulse-workflow-mcp/status","claim":"https://wellknown.network/agents/pulse-workflow-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/pulse-workflow-mcp/claim.json","badge":"https://wellknown.network/agents/pulse-workflow-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/pulse-workflow-mcp/history","tools":"https://wellknown.network/api/v1/agents/pulse-workflow-mcp/tools"},"ard":{"identifier":"urn:air::server:pulse-workflow-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"pulse-workflow-mcp","summary":"MCP server for interacting with Pulse workflows from Claude Code","description":"# Pulse Workflow MCP Server\n\nAn MCP (Model Context Protocol) server that enables Claude Code to interact with and modify Pulse workflows directly.\n\n## Overview\n\nThis MCP server exposes Pulse workflow operations as tools, allowing you to:\n\n- **Browse and select** from available Pulse apps\n- **Discover** available node types, models, tools, and datasets at runtime\n- **Create** new workflow apps from scratch\n- View and navigate workflow structure\n- Add, edit, and delete nodes\n- Create and remove connections between nodes\n- Publish workflows\n- Run individual nodes for testing\n- Manage workflow features and variables\n\n## Installation\n\n### Quick Start (Recommended)\n\nNo installation required - use `uvx` to run directly:\n\n```bash\n# Install Claude Code skills (one-time setup)\nuvx pulse-workflow-mcp install-skills\n```\n\n### From PyPI\n\n```bash\npip install pulse-workflow-mcp\n\n# Or with uv\nuv pip install pulse-workflow-mcp\n```\n\n### For Development\n\n```bash\ngit clone https://github.com/Pulse-Intelligence/pulse-workflow-mcp.git\ncd pulse-workflow-mcp\nuv pip install -e \".[dev]\"\n```\n\n## Skills\n\nThis package includes Claude Code skills for guided workflow development:\n\n| Skill            | Description                            |\n|------------------|----------------------------------------|\n| `/pulse`         | Overview and available commands        |\n| `/pulse-create`  | Create a new workflow from description |\n| `/pulse-edit`    | Edit an existing workflow              |\n| `/pulse-publish` | Validate and publish workflow          |\n\nInstall skills to `~/.claude/skills/`:\n\n```bash\n# Using uvx (no installation required)\nuvx pulse-workflow-mcp install-skills\nuvx pulse-workflow-mcp install-skills --force  # Overwrite existing\nuvx pulse-workflow-mcp uninstall-skills        # Remove skills\n\n# Or if installed via pip\npulse-workflow-mcp install-skills\n```\n\n## Configuration\n\nSet the following environment variables:\n\n```bash\nexport PULSE_API_URL=\"http://localhost:5001\"  # Pulse instance URL\ne…","publisher":{"name":"Pulse Intelligence","url":null},"homepage":"https://github.com/Pulse-Intelligence/pulse-workflow-mcp","repository":"https://github.com/Pulse-Intelligence/pulse-workflow-mcp/blob/main/CHANGELOG.md","version":"0.1.4","license":"MIT","protocols":["mcp"],"tags":["ai","automation","claude","llm","mcp","pulse","workflow"],"pricing":null,"endpoints":[{"url":"pypi:pulse-workflow-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"pulse-workflow-mcp","registry":"pypi","observedAt":"2026-11-10T00:24:54.046Z","publishedAt":"2026-01-26T08:01:45.146076Z","latestVersion":"0.1.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"pulse-workflow-mcp","url":"https://pypi.org/project/pulse-workflow-mcp/","firstSeenAt":"2026-09-10T10:24:22.855Z","fetchedAt":"2026-11-10T00:23:51.951Z","normalizedAt":"2026-11-10T00:23:51.951Z"}]},"firstSeenAt":"2026-09-10T10:24:22.855Z","updatedAt":"2026-11-10T00:24:54.046Z"}