2025年10月8日 热门 MCP 服务器列表

基于社区提交和互动信号生成的每日排名。

#1
Weather API icon

Weather API

231

Integrates AI assistants with real-time weather data through a lightweight Model Context Protocol server.

Developer Tools
#2
SPARQL-LLM icon

SPARQL-LLM

75

Enhance Large Language Models' capabilities in generating and validating SPARQL queries for specific knowledge graph endpoints.

Data Science & ML
#3
YouTube icon

YouTube

16

Provides example Model Context Protocol (MCP) servers and guidance for integration with AI tools like GitHub Copilot Chat.

Developer Tools
#4
Linode icon

Linode

13

Enables AI assistants and agents to manage Linode cloud resources through natural language interaction.

Deployment & DevOps
#5
Spotdb icon

Spotdb

12

Provides AI agents and workflows with a secure, ephemeral SQL sandbox for querying and analyzing data.

Developer Tools
#6
HLedger icon

HLedger

24

Integrate HLedger accounting data and functionality with AI assistants via a local Model Context Protocol (MCP) server.

Data Science & ML
#7
Smart Search icon

Smart Search

Provides enhanced intelligent search capabilities across 14 diverse online platforms, tailored for integration with AI assistants like Claude Code.

Learning & Documentation
#8
AI Vision icon

AI Vision

27

Provides AI-powered image and video analysis capabilities through a Model Context Protocol server, leveraging Google Gemini and Vertex AI models.

Data Science & ML
#9
Prefect icon

Prefect

17

Facilitates interaction between MCP clients and Prefect orchestration resources, enabling monitoring, control, and debugging of workflows.

Deployment & DevOps
#10
AI Sessions icon

AI Sessions

13

Access and search local coding sessions from various AI CLI agents like Claude Code, Gemini CLI, OpenAI Codex, and opencode.

Learning & Documentation