List of Top MCP Servers for October 15, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Task Orchestrator
Provides AI coding assistants with structured, persistent memory to eliminate context loss between sessions.
FlAPI
Automatically generate read-only APIs for datasets using SQL templates, leveraging DuckDB for performant and cost-efficient data exposure.
QueryDeck
Generates instant REST APIs, LLM agent tools, and Micro-Control Planes for Postgres databases with a visual no-code builder.
HackerNews
Integrates artificial intelligence assistants with the HackerNews platform, enabling advanced search and content retrieval capabilities.
POEditor
Manages localization content by interacting with the POEditor translation API.
Atlassian
Provides a Model Context Protocol server to interact with Atlassian Jira, Confluence, and Bitbucket instances, supporting both Cloud and Data Center deployments.
Standards
Automates AI assistants learning from user corrections to continuously update their configuration and adhere to preferred coding standards.
Expense Tracker
Enables AI assistants like Claude to manage personal expenses and finances through natural language conversation.
Robot Navigation
Provides a Model Context Protocol (MCP) server for real-time robot localization, navigation, and comprehensive status monitoring.
AI Naming Standard
Establishes a revolutionary AI-driven naming convention that encodes complete file context into filenames, facilitating autonomous AI code generation and human-AI collaboration.