{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_r2cxakz2gvsd","handle":"fast-agent-mcp","url":"https://wellknown.network/agents/fast-agent-mcp","links":{"self":"https://wellknown.network/agents/fast-agent-mcp/record.json","html":"https://wellknown.network/agents/fast-agent-mcp","markdown":"https://wellknown.network/agents/fast-agent-mcp/record.md","api":"https://wellknown.network/api/v1/agents/fast-agent-mcp","status":"https://wellknown.network/api/v1/agents/fast-agent-mcp/status","claim":"https://wellknown.network/agents/fast-agent-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/fast-agent-mcp/claim.json","badge":"https://wellknown.network/agents/fast-agent-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/fast-agent-mcp/history","tools":"https://wellknown.network/api/v1/agents/fast-agent-mcp/tools"},"ard":{"identifier":"urn:air::server:fast-agent-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"fast-agent-mcp","summary":"Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support","description":"<p align=\"center\">\n<a href=\"https://pypi.org/project/fast-agent-mcp/\"><img src=\"https://img.shields.io/pypi/v/fast-agent-mcp?color=%2334D058&label=pypi\" /></a>\n<a href=\"#\"><img src=\"https://github.com/evalstate/fast-agent/actions/workflows/main-checks.yml/badge.svg\" /></a>\n<a href=\"https://github.com/evalstate/fast-agent/issues\"><img src=\"https://img.shields.io/github/issues-raw/evalstate/fast-agent\" /></a>\n<a href=\"https://discord.gg/xg5cJ7ndN6\"><img src=\"https://img.shields.io/discord/1358470293990936787\" alt=\"discord\" /></a>\n<img alt=\"Pepy Total Downloads\" src=\"https://img.shields.io/pepy/dt/fast-agent-mcp?label=pypi%20%7C%20downloads\"/>\n<a href=\"https://github.com/evalstate/fast-agent-mcp/blob/main/LICENSE\"><img src=\"https://img.shields.io/pypi/l/fast-agent-mcp\" /></a>\n</p>\n\n## Start Here\n\n> [!TIP]\n> Please see https://fast-agent.ai for latest documentation.\n\n**`fast-agent`** is a flexible way to interact with LLMs, excellent for use as a Coding Agent, Development Toolkit, Evaluation or Workflow platform.\n\nTo start an interactive session with shell support, install [uv](https://astral.sh/uv) and run\n\n```bash\nuvx fast-agent-mcp@latest -x\n```\n\nTo start coding with Hugging Face inference providers or use your OpenAI Codex plan:\n\n```bash\n# Code with Hugging Face Inference Providers\nuvx fast-agent-mcp@latest --pack hf-dev\n\n# Code with Codex (agents optimized for OpenAI)\nuvx fast-agent-mcp@latest --pack codex\n```\n\nEnter a shell with `!`, or run shell commands e.g. `! cd web && npm run build`.\n\nManage skills with the `/skills` command, and connect to MCP Servers with `/connect`. The default **`fast-agent`** registry contains skills to let you set up LSP, Agent and Tool Hooks, Compaction strategies, Automation and more.\n\n```bash\n# /connect supports stdio or streamable http (with OAuth)\n\n# Start a STDIO server\n/connect @modelcontextprotocol/server-everything\n\n# Connect to a Streamable HTTP Server\n/connect https://huggingface.co/mcp\n```\n\nIt's recommended to install **`fa…","publisher":null,"homepage":null,"repository":null,"version":"0.10.48","license":"Apache License Version 2.0, January 2004 http://www.apache.org/…","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:fast-agent-mcp","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":1,"provenance":"derived"},{"slug":"ai.model-access","name":"Model Access","confidence":0.905,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.722,"provenance":"derived"}],"categories":["ai","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":"fast-agent-mcp","registry":"pypi","observedAt":"2026-10-28T00:27:47.292Z","publishedAt":"2026-10-27T00:42:49.718016Z","latestVersion":"0.10.48"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"fast-agent-mcp","url":"https://pypi.org/project/fast-agent-mcp/","firstSeenAt":"2026-09-09T15:22:24.604Z","fetchedAt":"2026-10-28T00:26:51.918Z","normalizedAt":"2026-10-28T00:26:51.918Z"}]},"firstSeenAt":"2026-09-09T15:22:24.604Z","updatedAt":"2026-10-28T00:27:47.292Z"}