{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tgu6udhsg5tw","handle":"flowise-mcp","url":"https://wellknown.network/agents/flowise-mcp","links":{"self":"https://wellknown.network/agents/flowise-mcp/record.json","html":"https://wellknown.network/agents/flowise-mcp","markdown":"https://wellknown.network/agents/flowise-mcp/record.md","api":"https://wellknown.network/api/v1/agents/flowise-mcp","status":"https://wellknown.network/api/v1/agents/flowise-mcp/status","claim":"https://wellknown.network/agents/flowise-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/flowise-mcp/claim.json","badge":"https://wellknown.network/agents/flowise-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/flowise-mcp/history","tools":"https://wellknown.network/api/v1/agents/flowise-mcp/tools"},"ard":{"identifier":"urn:air::server:flowise-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"flowise-mcp","summary":"MCP server for connecting AI agents to Flowise instances","description":"# Flowise MCP Server\n\n[![PyPI version](https://badge.fury.io/py/flowise-mcp.svg)](https://pypi.org/project/flowise-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![MCP](https://img.shields.io/badge/MCP-compatible-green.svg)](https://modelcontextprotocol.io/)\n[![Flowise](https://img.shields.io/badge/Flowise-API-purple.svg)](https://flowiseai.com/)\n\nAn MCP (Model Context Protocol) server that enables AI agents to interact with [Flowise](https://flowiseai.com/) instances. Works with Claude Desktop, VS Code GitHub Copilot, Cursor, and other MCP-compatible clients.\n\n## Features\n\n- **Flow Management**: List, create, update, and delete chatflows and agentflows\n- **Predictions**: Send messages to flows and receive responses\n- **Flow Analysis**: Analyze configurations with improvement suggestions\n- **Assistants**: List and inspect Flowise assistants\n- **Document Stores**: Manage document stores for RAG\n- **Vector Operations**: Upsert vectors and query vector stores\n- **Chat History**: Retrieve and delete conversation history\n- **Variables & Tools**: Manage global variables and tools\n\n## Requirements\n\n- Python 3.10+ or [uv](https://docs.astral.sh/uv/) package manager\n- A running Flowise instance with API access\n\n## Installation\n\n### Option A: Using pip\n\n```bash\npip install flowise-mcp\n```\n\n### Option B: Using uv (recommended)\n\n```bash\n# Install uv first if you don't have it\n# Windows (PowerShell)\npowershell -ExecutionPolicy ByPass -c \"irm https://astral.sh/uv/install.ps1 | iex\"\n\n# macOS/Linux\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n```\n\nThen configure your AI client to use `uvx flowise-mcp` (see below).\n\n## Configuration\n\n### Environment Variables\n\n| Variable | Description | Required |\n|----------|-------------|----------|\n| `FLOWISE_BASE_URL` | Your Flowise instance URL | Yes |\n| `FLOWISE_API_KEY…","publisher":null,"homepage":"https://github.com/JuliDir/flowise-mcp#readme","repository":"https://github.com/JuliDir/flowise-mcp#readme","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["agents","ai","chatbot","flowise","llm","mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:flowise-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.745,"provenance":"derived"}],"categories":["data","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":"flowise-mcp","registry":"pypi","observedAt":"2026-11-09T05:24:42.654Z","publishedAt":"2026-02-05T18:42:32.537567Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"flowise-mcp","url":"https://pypi.org/project/flowise-mcp/","firstSeenAt":"2026-09-09T15:23:23.097Z","fetchedAt":"2026-11-09T05:23:19.859Z","normalizedAt":"2026-11-09T05:23:19.859Z"}]},"firstSeenAt":"2026-09-09T15:23:23.097Z","updatedAt":"2026-11-09T05:24:42.655Z"}