AI / ML MCP Servers
718 servers in this category
O
Openinference Instrumentation Mcp
75Active
OpenInference instrumentation for MCP
AI / ML
stdio9063.8k/wkUpdated 7h ago
V
Vite Plugin Mcp
65Maintained
MCP server helping models to understand your Vite app better.
AI / ML
stdio904Updated 7h ago
Code Index Mcp
78Active
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
Developer ToolsAI / ML
stdio885Updated 7h ago
Qgis_mcp
65Stale
Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop
AI / ML
stdio882Updated 7h ago
Nocturne_memory
79Active
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
AI / ML
stdio878Updated 7h ago
Mcp Adapter
79Active
An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.
AI / ML
stdio799Updated 7h ago
Context
71Maintained
Native macOS client for Model Context Protocol (MCP)
AI / ML
stdio784Updated 7h ago
12306 Mcp
74Active
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
AI / ML
stdio771Updated 7h ago
Context Portal
73Maintained
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
Developer ToolsAI / MLFinance
stdio762Updated 7h ago
Ruby Sdk
79Active
The official Ruby SDK for the Model Context Protocol.
Developer ToolsAI / ML
stdio758Updated 7h ago
WHartTest
77Active
WHartTest 是基于 Django REST Framework 与现代大模型技术打造的 AI 驱动测试自动化平台。平台聚合自然语言理解、知识库检索与嵌入搜索能力，结合 LangChain 与 MCP（Model Context Protocol） 工具调用，实现从需求到可执行测试用例的自动化生成与管理，帮助测试团队提升效率与覆盖率。
Developer ToolsAI / ML
stdio758Updated 7h ago
Fetch Mcp
76Active
A flexible HTTP fetching Model Context Protocol server.
AI / ML
stdio736Updated 7h ago
Vllm Mlx
74Active
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s. Works with Claude Code.
AI / ML
stdio735Updated 6h ago
Gcloud Mcp
75Active
Model Context Protocol (MCP) Server for interacting with GCP APIs
AI / MLCloud
stdio724Updated 7h ago
Just Prompt
65Stale
just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)
AI / MLDeveloper Tools
stdio721Updated 7h ago
Passage Of Time Mcp
68Stale
🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development.
AI / MLEducation
stdio713Updated 7h ago
Langgraph Mcp Agents
65Stale
LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing various data sources and APIs through MCP tools.
AI / MLDevOpsEntertainment
stdio693Updated 7h ago
MODULAR RAG MCP SERVER
82Active
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
AI / MLDeveloper Tools
3 toolsstdio683Updated 7h ago
Freecad Mcp
76Active
FreeCAD MCP(Model Context Protocol) server
AI / MLMarketing
stdio673Updated 7h ago
Awesome Mcp Security
71Maintained
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
AI / ML
stdio673Updated 7h ago