llm-mcp
llm-mcp is an MCP server, listed under model apis. It reaches gemini, github, google and openai. It needs GEMINI_API_KEY, GITHUB_TOKEN, GOOGLE_API_KEY and OPENAI_API_KEY to authenticate. Its repository has 2 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
llm-mcp is a Ruby gem that connects to Large Language Models via the Model Context Protocol, requiring no specific credentials.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. llm-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Maintenance
A Ruby gem that exposes Large Language Models (LLMs) via the Model Context Protocol (MCP), enabling seamless integration of AI capabilities into your development workflow.
llm-mcp compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| llm-mcp (this page) | gemini, github, google, openai | GEMINI_API_KEY, GITHUB_TOKEN, GOOGLE_API_KEY, OPENAI_API_KEY | 2 | 2025-06-26 | MIT |
| paperbanana | atlascloud, google, openai(2 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(2 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| mcp | fastmcp, gemini, openai(2 shared) | DB_PASSWORD, DB_SSL_KEY, FASTMCP_SERVER_AUTH_GITHUB_CLIENT_SECRET, FASTMCP_SERVER_AUTH_GOOGLE_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY | 209 | 2026-08-10 | MIT |
| mcp-image | gemini, openai(2 shared) | GEMINI_API_KEY | 181 | 2026-10-22 | MIT |
| schemagate | anthropic, entra, gemini, mysql, openai, postgres, schemagate(2 shared) | ANTHROPIC_API_KEY, ENTRA_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY, SCHEMAGATE_AUDIT_SIGNING_KEY | 105 | 2026-10-22 | Apache-2.0 |
Ranked by services in common with llm-mcp, then by stars. Figures are from each repository when we last read it.
Common questions about llm-mcp
- What does llm-mcp do?
- llm-mcp is a Ruby gem that connects to Large Language Models via the Model Context Protocol, requiring no specific credentials.
- How do I install llm-mcp?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/parruda/llm-mcp
- What does llm-mcp connect to, and what does it need?
- It reaches gemini, github, google and openai. The credentials we found in its source are GEMINI_API_KEY, GITHUB_TOKEN, GOOGLE_API_KEY and OPENAI_API_KEY.
- Is llm-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 2 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-06-26.
- What licence does llm-mcp use?
- The repository declares the MIT licence.
More MCP servers for model apis
- wigolo5,498 stars
- KiCAD-MCP-Server2,905 stars
- modelcontextprotocol2,589 stars
- paperbanana2,412 stars
- gemini-mcp-tool2,294 stars
- telegram-mcp1,879 stars