{"repo":"gabrielekarra/mcp-anything","free":true,"listed":false,"github":"https://github.com/gabrielekarra/mcp-anything","clone":"git clone https://github.com/gabrielekarra/mcp-anything.git","description":"One command to turn any codebase into an MCP server","language":"Python","stars":41,"topics":["ai","anthropic","automation","claude","cli","code-generation","developer-tools","fastapi","flask","llm"],"license":"Apache-2.0","category":"dev-tools","readme_excerpt":"MCP-Anything Describe what you want. Get a production-ready MCP server. MCP-Anything turns any data source into a fully implemented MCP server — from a plain-language brief describing what agents should be able to do. It also works directly from codebases, OpenAPI specs, gRPC protos, and GraphQL schemas. Two modes, one tool. --- Quick start 1. Install 2. Write a brief — describe your domain and point at your data source 3. Build 4. Run That's it. You now have a running MCP server. Add it to your agent: --- Two modes build — brief-driven (recommended) The LLM reads your brief, groups related operations into ergonomic tools, writes agent-optimised descriptions, and generates the full server package including a SKILL.md agent guide and an eval harness. generate — codebase scanner (no brief required) Point at source code or a spec URL. Static detection, no LLM needed. --- What you get Both modes produce a complete, pip-installable package: SKILL.md is the key output. It's a structured document written for AI agents — not humans — that lists every tool with its parameters, operation modes, usage recipes, gotchas, and anti-patterns. Agents read it before making any calls, which dramatically reduces hallucinations and misuse. --- How tools get designed The LLM follows 2026 MCP design rules automatically: Group CRUD. Three or more operations on the same resource become a single manage X(operation=...) tool. Fewer tools, broader coverage, easier for agents to use. Full lifecycle. The ","default_branch":null,"files":null,"tree":[],"storefront":"/r/gabrielekarra","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/gabrielekarra/mcp-anything/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}