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List of Top MCP Servers for October 8, 2025

Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.

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#1
ezh0v

Weather API

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

API Development
241
#2
sib-swiss

SPARQL-LLM

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

API Development
102
#3
0GiS0

YouTube

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

API Development
17
#4
takashito

Linode

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

Database Management
15
#5
aliengiraffe

Spotdb

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

Database Management
17
#6
iiAtlas

HLedger

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

Developer Tools
52
#7
adminhuan

Smart Search

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

Developer Tools
12
#8
tan-yong-sheng

AI Vision

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

Developer Tools
46
#9
PrefectHQ

Prefect

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

Developer Tools
32
#10
yoavf

AI Sessions

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

Developer Tools
25

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