{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vcxa53hyxdzy","handle":"iflow-mcp-ruvnet-dynamo-mcp","url":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-ruvnet-dynamo-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-ruvnet-dynamo-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-ruvnet-dynamo-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-ruvnet-dynamo-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-ruvnet-dynamo-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-ruvnet-dynamo-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_ruvnet-dynamo-mcp","summary":"A dynamic MCP registry for cookiecutter templates","description":"<p align=\"center\">\n  <img src=\"assets/dynamo-mcp.png\" alt=\"Dynamo MCP Logo\">\n</p>\n\n# Dynamo MCP\n\nDynamo MCP is a system that exposes cookiecutter templates through the Model Context Protocol (MCP). It allows you to discover, register, and manage cookiecutter templates, and generate projects from them - enabling a more efficient, error-free \"Vibe coding\" experience.\n\n## What is Cookiecutter?\n\n[Cookiecutter](https://github.com/cookiecutter/cookiecutter) is a command-line tool that generates projects from templates. It uses a template directory with a cookiecutter.json file to create customized project structures.\n\nTemplates enable rapid project scaffolding with best practices built-in. The cookiecutter ecosystem offers thousands of community-maintained templates across programming languages and frameworks, encapsulating collective expertise for developers to leverage instantly.\n\n## What is Vibe Coding?\n\n\"Vibe coding\" is a modern approach where developers use AI tools to generate code from natural language prompts. Developers describe functionality in plain language while AI handles implementation details.\n\nThe synergy between cookiecutter templates, MCP, and AI creates a powerful development workflow:\n- Templates provide structured foundations with best practices\n- MCP enables seamless template discovery and integration\n- AI tools customize and extend template-based code\n\nThis combination dramatically reduces errors, accelerates development, and lets developers focus on high-level design rather than repetitive coding tasks.\n\n## Why Templates Matter: The Vibe Coding Approach\n\nGreat coding starts with great templates. Templates form the foundation of the Vibe Coding approach, combining efficiency, consistency, and enjoyment. When paired with AI-powered code generation, the result is nearly error-free development that maximizes productivity.\n\n### Benefits at a Glance\n\n- **Faster Development**: Skip repetitive boilerplate and focus on unique business logic\n- **Efficient …","publisher":{"name":"Dynamo MCP Team","url":null},"homepage":"https://github.com/example/dynamo-mcp","repository":"https://github.com/example/dynamo-mcp","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_ruvnet-dynamo-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":"code.generation","name":"Code Generation","confidence":0.917,"provenance":"derived"}],"categories":["code"],"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":"iflow-mcp_ruvnet-dynamo-mcp","registry":"pypi","observedAt":"2026-10-22T04:24:03.555Z","publishedAt":"2026-02-14T04:04:20.740409Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_ruvnet-dynamo-mcp","url":"https://pypi.org/project/iflow-mcp_ruvnet-dynamo-mcp/","firstSeenAt":"2026-09-09T21:23:28.511Z","fetchedAt":"2026-10-22T04:22:26.479Z","normalizedAt":"2026-10-22T04:22:26.479Z"}]},"firstSeenAt":"2026-09-09T21:23:28.511Z","updatedAt":"2026-10-22T04:24:03.555Z"}