{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_pqhcq468k23w","handle":"friday-framework-mcp","url":"https://wellknown.network/agents/friday-framework-mcp","links":{"self":"https://wellknown.network/agents/friday-framework-mcp/record.json","html":"https://wellknown.network/agents/friday-framework-mcp","markdown":"https://wellknown.network/agents/friday-framework-mcp/record.md","api":"https://wellknown.network/api/v1/agents/friday-framework-mcp","status":"https://wellknown.network/api/v1/agents/friday-framework-mcp/status","claim":"https://wellknown.network/agents/friday-framework-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/friday-framework-mcp/claim.json","badge":"https://wellknown.network/agents/friday-framework-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/friday-framework-mcp/history","tools":"https://wellknown.network/api/v1/agents/friday-framework-mcp/tools"},"ard":{"identifier":"urn:air::server:friday-framework-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"friday-framework-mcp","summary":"MCP (Model Context Protocol) integration for Friday Framework","description":"# Friday Framework MCP\n\nMCP (Model Context Protocol) integration for the Friday Framework.\n\n## Features\n\n- **MCP Client**: Connect to external MCP servers and consume their tools\n- **MCP Server**: Expose Friday capabilities (agent or tools) via MCP\n- **Transport Support**: Both stdio (subprocess) and SSE (HTTP streaming)\n- **Tool Adaptation**: Seamlessly adapt MCP tools to Friday's ToolDefinition protocol\n\n## Installation\n\n```bash\n# Core package\npip install friday-framework-mcp\n\n# With SSE server support\npip install friday-framework-mcp[server]\n\n# Full integration with Friday\npip install friday-framework-mcp[full]\n```\n\n## Quick Start\n\n### Connecting to MCP Servers (Client)\n\n```python\nfrom friday_mcp import MCPClientManager, MCPConfig, MCPServerConfig\n\nconfig = MCPConfig(\n    servers=[\n        MCPServerConfig(\n            name=\"filesystem\",\n            command=\"npx\",\n            args=[\"-y\", \"@modelcontextprotocol/server-filesystem\", \"/tmp\"]\n        )\n    ]\n)\n\nasync with MCPClientManager(config) as manager:\n    tools = await manager.get_all_tools()\n    # Use tools with Friday's agent\n```\n\n### Exposing Friday as MCP Server\n\n```python\nfrom friday_mcp import StdioMCPServer, MCPServerSettings\nfrom friday_mcp.server.agent_mode import configure_agent_mode\n\nserver = StdioMCPServer()\nconfigure_agent_mode(server, agent, profile, MCPServerSettings())\nawait server.start()\n```\n\n## License\n\nMIT","publisher":{"name":"Friday Team","url":null},"homepage":"https://github.com/CIChuck/agent-framework/tree/main/docs","repository":"https://github.com/CIChuck/agent-framework/tree/main/docs","version":"0.1.0a2","license":null,"protocols":["mcp"],"tags":["agents","ai","llm","mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:friday-framework-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.filesystem","name":"Filesystem","confidence":0.882,"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":"friday-framework-mcp","registry":"pypi","observedAt":"2026-09-15T15:24:28.072Z","publishedAt":"2026-09-03T16:34:01.160120Z","latestVersion":"0.1.0a2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"friday-framework-mcp","url":"https://pypi.org/project/friday-framework-mcp/","firstSeenAt":"2026-09-09T16:22:59.116Z","fetchedAt":"2026-09-15T15:22:19.186Z","normalizedAt":"2026-09-15T15:22:19.186Z"}]},"firstSeenAt":"2026-09-09T16:22:59.116Z","updatedAt":"2026-09-15T15:24:28.072Z"}