{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ugpznh2p6945","handle":"prime-mcp-server","url":"https://wellknown.network/agents/prime-mcp-server","links":{"self":"https://wellknown.network/agents/prime-mcp-server/record.json","html":"https://wellknown.network/agents/prime-mcp-server","markdown":"https://wellknown.network/agents/prime-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/prime-mcp-server","status":"https://wellknown.network/api/v1/agents/prime-mcp-server/status","claim":"https://wellknown.network/agents/prime-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/prime-mcp-server/claim.json","badge":"https://wellknown.network/agents/prime-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/prime-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/prime-mcp-server/tools"},"ard":{"identifier":"urn:air::server:prime-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"prime-mcp-server","summary":"Prime Intellect MCP Server","description":"# Prime MCP Server\n\nModel Context Protocol (MCP) server for Prime Intellect - manage GPU pods, check availability, and control compute resources through MCP.\n\n## Features\n\n- **GPU Availability Checking** - Search for available GPU instances across providers\n- **Pod Management** - Create, list, monitor, and delete GPU pods\n- **Cluster Support** - Check multi-node cluster availability\n- **SSH Key Management** - Manage SSH keys for pod access\n\n## Demo\n\n![Prime MCP Demo](https://raw.githubusercontent.com/PrimeIntellect-ai/prime/main/packages/prime-mcp-server/mcp-demo.gif)\n\n## Installation\n\n```bash\npip install prime-mcp-server\n```\n\nOr with uv:\n```bash\nuv pip install prime-mcp-server\n```\n\n## Configuration\n\nPrime MCP uses `prime-core` for configuration, which supports multiple authentication methods:\n\n### Option 1: Environment Variable\n```bash\nexport PRIME_API_KEY=\"your-api-key\"\n```\n\n### Option 2: Prime CLI Login (Recommended)\n```bash\nprime login\n```\nThis stores your API key in `~/.prime/config.json` and is shared across all Prime tools.\n\n### Option 3: Config File\nManually edit `~/.prime/config.json`:\n```json\n{\n  \"api_key\": \"your-api-key\",\n  \"base_url\": \"https://api.primeintellect.ai\"\n}\n```\n\n## Quick Start\n\n### Running the MCP Server\n\n```bash\npython -m prime_mcp.mcp\n```\n\nThe server runs over stdio and can be integrated with MCP clients (like Claude Desktop, IDEs, or other MCP-compatible tools).\n\n## Available Tools\n\nFor complete documentation of all available tools and their parameters, see [docs.primeintellect.ai](https://docs.primeintellect.ai/api-reference/introduction).\n\n## Development\n\n```bash\n# Clone the repo\ngit clone https://github.com/PrimeIntellect-ai/prime.git\ncd prime/packages/prime-mcp-server\n\n# Install dependencies\nuv sync\n\n# Run tests\nuv run pytest\n\n# Run linter\nuv run ruff check .\n```\n\n## Related Packages\n\n- **`prime`** - Full CLI + SDK with pods, sandboxes, inference, and more\n- **`prime-sandboxes`** - SDK for managing remote code execution environments\n- …","publisher":null,"homepage":"https://github.com/PrimeIntellect-ai/prime/tree/main/packages/prime-mcp-server","repository":"https://github.com/PrimeIntellect-ai/prime/tree/main/packages/prime-mcp-server","version":"0.1.2","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:prime-mcp-server","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"}},"derived":{"capabilities":[{"slug":"code.execution","name":"Code Execution","confidence":0.859,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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