{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_y475b4t5vecs","handle":"model-context-protocol-a-series-of-lf-projects-l-mcp","url":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp","links":{"self":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/record.json","html":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp","markdown":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/record.md","api":"https://wellknown.network/api/v1/agents/model-context-protocol-a-series-of-lf-projects-l-mcp","status":"https://wellknown.network/api/v1/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/status","claim":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/claim.json","badge":"https://wellknown.network/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/history","tools":"https://wellknown.network/api/v1/agents/model-context-protocol-a-series-of-lf-projects-l-mcp/tools"},"ard":{"identifier":"urn:air::server:model-context-protocol-a-series-of-lf-projects-l-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp","summary":"Model Context Protocol SDK","description":"# MCP Python SDK\n\n<div align=\"center\">\n\n<strong>Python implementation of the Model Context Protocol (MCP)</strong>\n\n[![PyPI][pypi-badge]][pypi-url]\n[![MIT licensed][mit-badge]][mit-url]\n[![Python Version][python-badge]][python-url]\n[![Documentation][docs-badge]][docs-url]\n[![Protocol][protocol-badge]][protocol-url]\n[![Specification][spec-badge]][spec-url]\n\n</div>\n\n## Documentation\n\n**The documentation lives at <https://py.sdk.modelcontextprotocol.io/>.**\n\nIt has a [Get started guide](https://py.sdk.modelcontextprotocol.io/get-started/), [What's new in v2](https://py.sdk.modelcontextprotocol.io/whats-new/), the [API reference](https://py.sdk.modelcontextprotocol.io/api/mcp/), and the [migration guide](https://py.sdk.modelcontextprotocol.io/migration/).\n\n## What is MCP?\n\nThe [Model Context Protocol](https://modelcontextprotocol.io) lets you build servers that expose data and functionality to LLM applications in a secure, standardized way. Think of it like a web API, but designed for LLM interactions. With this SDK you can:\n\n- **Build MCP servers** that expose tools, resources, and prompts to any MCP host\n- **Build MCP clients** that connect to any MCP server\n- Speak every standard transport: stdio, Streamable HTTP, and SSE\n\n## Requirements\n\nPython 3.10+.\n\n## Installation\n\n```bash\nuv add \"mcp[cli]\"      # or: pip install \"mcp[cli]\"\n```\n\nThe `cli` extra adds the `mcp` command-line tool (`mcp dev`, `mcp run`, `mcp install`) on top of the SDK; install plain `mcp` if you don't need it. For one-off commands, `uv run --with \"mcp[cli]\" mcp ...` works without a project.\n\n## A server in 15 lines\n\nCreate a `server.py`:\n\n<!-- snippet-source docs_src/index/tutorial001.py -->\n```python\nfrom mcp.server import MCPServer\n\nmcp = MCPServer(\"Demo\")\n\n@mcp.tool()\ndef add(a: int, b: int) -> int:\n    \"\"\"Add two numbers.\"\"\"\n    return a + b\n\n@mcp.resource(\"greeting://{name}\")\ndef greeting(name: str) -> str:\n    \"\"\"Greet someone by name.\"\"\"\n    return f\"Hello, {name}!\"\n```\n\n_Full example: [do…","publisher":{"name":"Model Context Protocol a Series of LF Projects, LLC.","url":null},"homepage":"https://py.sdk.modelcontextprotocol.io/","repository":"https://github.com/modelcontextprotocol/python-sdk/issues","version":"2.3.0","license":"MIT","protocols":["mcp"],"tags":["automation","llm","mcp"],"pricing":null,"endpoints":[{"url":"pypi: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.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"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":"mcp","registry":"pypi","observedAt":"2026-10-28T09:23:12.569Z","publishedAt":"2026-10-02T22:06:56.091381Z","latestVersion":"2.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp","url":"https://pypi.org/project/mcp/","firstSeenAt":"2026-09-10T00:23:06.783Z","fetchedAt":"2026-10-28T09:22:16.010Z","normalizedAt":"2026-10-28T09:22:16.010Z"}]},"firstSeenAt":"2026-09-10T00:23:06.783Z","updatedAt":"2026-10-28T09:23:12.569Z"}