{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4swmr9hgqge6","handle":"mcp-scribe","url":"https://wellknown.network/agents/mcp-scribe","links":{"self":"https://wellknown.network/agents/mcp-scribe/record.json","html":"https://wellknown.network/agents/mcp-scribe","markdown":"https://wellknown.network/agents/mcp-scribe/record.md","api":"https://wellknown.network/api/v1/agents/mcp-scribe","status":"https://wellknown.network/api/v1/agents/mcp-scribe/status","claim":"https://wellknown.network/agents/mcp-scribe/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-scribe/claim.json","badge":"https://wellknown.network/agents/mcp-scribe/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-scribe/history","tools":"https://wellknown.network/api/v1/agents/mcp-scribe/tools"},"ard":{"identifier":"urn:air::server:mcp-scribe","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-scribe","summary":"Transcribe any OpenAPI schema into a production-grade MCP server","description":"## MCP Scribe\n\n![MCP SCRIBE LOGO](img.png)\n\n[![Swarms GitHub](https://img.shields.io/badge/Swarms-GitHub-181717?style=for-the-badge&logo=github&logoColor=white)](https://github.com/kyegomez/swarms)\n[![Swarms website](https://img.shields.io/badge/Website-swarms.ai-0A84FF?style=for-the-badge&logo=safari&logoColor=white)](https://swarms.ai)\n[![Discord](https://img.shields.io/badge/Discord-Join%20Community-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/SSj7FyRSwy)\n[![Twitter](https://img.shields.io/badge/Twitter-@swarms_corp-1DA1F2?style=for-the-badge&logo=twitter&logoColor=white)](https://twitter.com/swarms_corp)\n\nPoint it at an OpenAPI schema. Get an MCP server.\n\nEvery operation in the spec becomes a tool a model can call, with the JSON Schema, the\ncredentials, the retries, the rate limiting, and the response shaping already handled.\n\n## Install\n\n```bash\npip install mcp-scribe\n```\n\nOr from source, as a global CLI:\n\n```bash\ngit clone https://github.com/kyegomez/mcp-scribe && cd mcp-scribe\nuv tool install --editable \".[http]\"\n```\n\n## Deploy\n\nOne command. Spec in, server up.\n\n```bash\nmcp-scribe deploy https://api.swarms.world/openapi.json --port 8000\n```\n\n```\n╭────────────────────────────────────────────────────────────────────────────────────────────────╮\n│    ▄  █  ▄     mcp-scribe                                                                      │\n│   ▄███████▄    Swarms API 1.0.0  ·  23 tools                                                   │\n│  ██▄█████▄██   https://api.swarms.world                                                        │\n│  ▀ █▄   ▄█ ▀                                                                                   │\n├────────────────────────────────────────────────────────────────────────────────────────────────┤\n│  ▸ mcp       http://localhost:8000/mcp                                                         │\n│  ▸ health    http://localhost:8000/health                                                      │\n│  ▸…","publisher":{"name":"Kye Gomez","url":null},"homepage":"https://github.com/kyegomez/mcp-scribe","repository":"https://github.com/kyegomez/mcp-scribe#readme","version":"0.2.0","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp","model","context","protocol","openapi","swagger","to","server","generator","api","rest","tool","calling","llm","tools","agents","agent","llms","code","generation","client","json","schema","3.1","2.0","streamable","http","stdio","multi-tenant","production-grade"],"pricing":null,"endpoints":[{"url":"pypi:mcp-scribe","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":"data.apis","name":"API Access","confidence":1,"provenance":"declared"},{"slug":"code.generation","name":"Code Generation","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.733,"provenance":"derived"}],"categories":["code","data","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-scribe","registry":"pypi","observedAt":"2026-10-22T11:29:12.508Z","publishedAt":"2026-08-22T17:56:14.364164Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-scribe","url":"https://pypi.org/project/mcp-scribe/","firstSeenAt":"2026-09-10T03:19:35.993Z","fetchedAt":"2026-10-22T11:27:02.237Z","normalizedAt":"2026-10-22T11:27:02.237Z"}]},"firstSeenAt":"2026-09-10T03:19:35.993Z","updatedAt":"2026-10-22T11:29:12.508Z"}