Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 14 platforms

Open-source, scalable tracing backend designed for cost-efficient, storage-backed trace analytics with TraceQL and Grafana integration.

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features.

Stock market data access enabling AI agents to retrieve statements, prices, and news with crypto tickers and historical data.

A curated list of MCP servers by mcpso

本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.

Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

Captures Audiense audience analytics: demographics, culture, influencers, and content engagement, via a Claude-friendly MCP interface with secure credentials.

Python-based bridge enabling AI agents to interact with OpenSearch through a standardized, extensible interface with multiple specialized components.

Robust data access and analytics for Google Search Console with advanced filters, quick-wins, and rich dimensions.

Unified C# SDK delivering modular MCP client/server capabilities with DI hosting and ASP.NET Core integration, documented samples.

An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration.

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

Simple Web UI to install and manage MCP servers for Claude Desktop by Zue

Provides observability and tracing data to debug AI agent runs, with APIs to fetch traces, spans, and complete trace insights.

💻 vibe coding 2026 | Your first modern programming course for beginners to master step by step.

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

Milvus-based MCP enables LLMs to access Milvus vectors and collections through the MCP, delivering text search, vector search, and collection management with simple deployment, flexible configuration, and support for standard running modes across local and web-based clients.

Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

Summarizes chat conversations with AI prompts via a queryable interface, featuring local database integration and Claude Desktop workflow.

Query and Summarize chat messages with LLM. by mcpso

Automates API and MCP server creation from database schemas using LLMs, with PII protection, RLS, and multi-provider AI support.