Local-first hierarchical knowledge graph with Markdown notes, LSP editing, and MCP-based external memory for AI agents.

Gemini Nexus 是一款深度集成 Google Gemini 能力的 Chrome 扩展程序。它不仅仅是一个侧边栏插件，而是通过注入式的悬浮工具栏、强大的图像 AI 处理以及前沿的浏览器控制协议 (MCP)，将 AI 的触角伸向网页浏览的每一个交互细节。

Yahoo Finance-powered MCP server delivering fundamentals, price history, options, and market signals for long-term investors.

AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.

Agent-native flight search & booking. Saved $116 across 5 routes vs Google Flights (verified). 400+ airlines in 5 seconds. Join the community - Star and spread the word

Monorepo exposing Twilio APIs to AI assistants via a protocol, enabling secure, filtered access to messaging and communications.

Lightweight bridge to control Spotify playback, manage playlists, and enable AI-driven music workflows across devices.

Lightweight, real-time debugging for AI agents with MCP server support, auto-tracing for OpenAI-compatible calls, self-hosted and extensible.

servers-hub) (website) - A curated list of MCP servers by apappascs**

LLM-friendly interface exposing Polygon.io market data (stocks, forex, indices, options) via three composable tools with in-memory storage.

AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance.

Send DMs on Instagram via your LLM

Provides access to OpenTelemetry traces and metrics through Logfire.

Unified OceanBase integration layer enabling AI assistants to securely query, manage, and monitor ecosystem resources.

The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76% wall time, 0 losses across 96 tasks on Claude Opus 4.7. Structural code navigation + persistent memory. Works with every MCP client.

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.

AI-powered Todoist integration enabling LLMs to search, add, and update tasks via a streamlined MCP server.

Standards for building agents, better

Design principles for agent ergonomics. Higher accuracy with lower token cost than both MCP and regular CLI.

Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support.

A Claude-integrated tool enabling direct questions to ChatGPT desktop, viewing history, and continuing conversations with robust macOS UI automation.

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Interact with your Reaper (Digital Audio Workstation) projects.

HTTP-driven browser automation with UI and dashboard, enabling agents to perform complex web tasks and rapid research.