{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fe9byjhdmmk9","handle":"iflow-mcp-nebula-contrib-nebulagraph-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-nebula-contrib-nebulagraph-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-nebula-contrib-nebulagraph-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp-nebula-contrib-nebulagraph-mcp-server","summary":"A Model Context Protocol server providing tools to access NebulaGraph for usage by LLMs","description":"# Model Context Protocol Server for NebulaGraph\n\nA Model Context Protocol (MCP) server implementation that provides access to [NebulaGraph](https://github.com/vesoft-inc/nebula).\n\n[![PyPI - Version](https://img.shields.io/pypi/v/nebulagraph-mcp-server)](https://pypi.org/project/nebulagraph-mcp-server/)\n[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/nebulagraph-mcp-server)](https://pypi.org/project/nebulagraph-mcp-server/)\n[![Lint and Test](https://github.com/PsiACE/nebulagraph-mcp-server/actions/workflows/test.yml/badge.svg)](https://github.com/PsiACE/nebulagraph-mcp-server/actions/workflows/test.yml)\n\n## Features\n\n- Seamless access to NebulaGraph 3.x .\n- Get ready for graph exploration, you know, Schema, Query, and a few shortcut algorithms.\n- Follow Model Context Protocol, ready to integrate with LLM tooling systems.\n- Simple command-line interface with support for configuration via environment variables and .env files.\n\n![LlamaIndex with NebulaGraph MCP](./assets/llamaindex-with-nebulagraph-mcp.png)\n\n## Installation\n\n```shell\npip install nebulagraph-mcp-server\n```\n\n## Usage\n\n`nebulagraph-mcp-server` will load configs from `.env`, for example:\n\n```\nNEBULA_VERSION=v3 # only v3 is supported\nNEBULA_HOST=<your-nebulagraph-server-host>\nNEBULA_PORT=<your-nebulagraph-server-port>\nNEBULA_USER=<your-nebulagraph-server-user>\nNEBULA_PASSWORD=<your-nebulagraph-server-password>\n```\n\n> It requires the value of `NEBULA_VERSION` to be equal to v3 until we are ready for v5.\n\n## Development\n\n```shell\nnpx @modelcontextprotocol/inspector \\\n  uv run nebulagraph-mcp-server\n```\n\n## Credits\n\nThe layout and workflow of this repo is copied from [mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal).","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp-nebula-contrib-nebulagraph-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.836,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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