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JamesANZ/cross-llm-mcp

JamesANZ/cross-llm-mcp

๐Ÿ“‡ ๐Ÿ  - Cross-LLM communication and memory sharing so different AI models can collaborate and share contextโ€ฆ
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Official description๐Ÿ“‡ ๐Ÿ  - Cross-LLM communication and memory sharing so different AI models can collaborate and share context across conversations.
Config template (adjust for your client)
claude mcp add cross-llm-mcp -- npx -y cross-llm-mcp
A pasteable skeleton generated from the repository name. Check the project README for the exact package and arguments.
Star count
16 โ˜… ยท JamesANZ/cross-llm-mcp ยท read from the repository page ยท (checked 2026-10-16 20:00:20)
Source
collected from the punkpeye/awesome-mcp-servers list ยท type: MCP server
Harvest history
first seen 2026-10-09 ยท last seen 2026-10-16 ยท seen 32ร— ยท listed by 10 sources
Score
score 1,003 ยท 16 โ˜… ยท 10 sources ยท mcp
FAQ (answers come from our records)
How do I install it?
We did not find an install command for this repository (our install coverage is only about 4%). Check its README or releases page.
Who is it for?
We filed it under these tags: MCP ๆœๅŠก. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository JamesANZ/cross-llm-mcp๏ผ›first catalogued 2026-10-09๏ผ›last seen 2026-10-16ใ€‚There is no official certification or quality rating here โ€” we record sources and dates only.
Third-party quality signals

๐Ÿค– Cross-LLM MCP Server

ไปฅไธ‹ๆ‘˜ๅฝ•่‡ช่ฏฅไป“ๅบ“็š„ README๏ผˆ็‰‡ๆฎต๏ผ‰ ยท ๅœจ GitHub ่ฏปๅฎŒๆ•ด README โ†’

> **Access multiple LLM APIs from one place.** Call ChatGPT, Claude, DeepSeek, Gemini, Grok, Kimi, Perplexity, Mistral, and Hugging Face Inference Router with intelligent model selection, preferences, and prompt logging.
An MCP (Model Context Protocol) server that provides unified access to multiple Large Language Model APIs for AI coding environments like Cursor and Claude Desktop.
Why Use Cross-LLM MCP?
- ๐ŸŒ **9 LLM Providers** โ€“ ChatGPT, Claude, DeepSeek, Gemini, Grok, Kimi, Perplexity, Mistral, Hugging Face
- ๐ŸŽฏ **Smart Model Selection** โ€“ Tag-based preferences (coding, business, reasoning, math, creative, general)
- ๐Ÿ“Š **Prompt Logging** โ€“ Track all prompts with history, statistics, and analytics
- ๐Ÿ’ฐ **Cost Optimization** โ€“ Choose flagship or cheaper models based on preference
- โšก **Easy Setup** โ€“ One-click install in Cursor or simple manual setup
- ๐Ÿ”„ **Call All LLMs** โ€“ Get responses from all providers simultaneously
Quick Start
Ready to access multiple LLMs? Install in seconds:
**Install in Cursor (Recommended):**
๐Ÿ”— Install in Cursor
**Or install manually:**
Features
๐Ÿค– Individual LLM Tools
- **call-chatgpt** โ€“ OpenAI's ChatGPT API
- **call-claude** โ€“ Anthropic's Claude API
- **call-deepseek** โ€“ DeepSeek API
- **call-gemini** โ€“ Google's Gemini API
- **call-grok** โ€“ xAI's Grok API
- **call-kimi** โ€“ Moonshot AI's Kimi API
- **call-perplexity** โ€“ Perplexity AI API
- **call-mistral** โ€“ Mistral AI API
- **call-huggingface** โ€“ Hugging Face Inference Router (OpenAI-compatible Hub models)
๐Ÿ”„ Combined Tools
- **call-all-llms** โ€“ Call all LLMs with the same prompt
- **call-llm** โ€“ Call a specific provider by name
โš™๏ธ Preferences & Model Selection
- **get-user-preferences** โ€“ Get current preferences
- **set-user-preferences** โ€“ Set default model, cost preference, and tag-based preferences
- **get-models-by-tag** โ€“ Find models by tag (coding, business, reasoning, math, creative, general)
๐Ÿ“ Prompt Logging
- **get-prompt-history** โ€“ View prompt history with filters
- **get-prompt-stats** โ€“ Get statistics about prompt logs
- **delete-prompt-entries** โ€“ Delete log entries by criteria
- **clear-prompt-history** โ€“ Clear all prompt logs
Installation
Cursor (One-Click)
Click the install link above or use:
After installation, add your API keys in Cursor settings (see Configuration below).
Manual Installation
**Requirements:** Node.js 18+ and npm
Claude Desktop
Add to claude_desktop_config.json:
**macOS**: ~/Library/Application Support/Claude/claude_desktop_config.json
**Windows**: %APPDATA%\Claude\claude_desktop_config.json
Restart Claude Desktop after configuration.
Configuration
API Keys
Set environment variables for the LLM providers you want to use:
Getting API Keys
- **OpenAI**: https://platform.openai.com/api-keys
- **Anthropic**: https://console.anthropic.com/
- **DeepSeek**: https://platform.deepseek.com/
- **Google Gemini**: https://makersuite.google.com/app/apikey
- **xAI Grok**: https://console.x.ai/
- **Moonshot AI**: https://platform.moonshot.ai/
- **Perplexity**: https://www.perplexity.ai/hub
- **Mistral**: https://console.mistral.ai/
- **Hugging Face**: Create a fine-grained token with **Inference** (serverless / Inference Providers) access at https://huggingface.co/settings/tokens. See Chat Completion for supported models.
Source
awesome ยท https://github.com/JamesANZ/cross-llm-mcp
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