List of Top MCP Servers for March 25, 2026

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

Curates a comprehensive and authoritative knowledge base of structured open-source primary data for AI-driven insights and research.

Enables any AI Agent to send and receive WeChat messages using the Model Context Protocol (MCP).

Indexes local codebases to enable semantic search using natural language queries.

Establishes bidirectional messaging between WeChat and Claude Code using the MCP protocol.

Rapidly extract clean, structured web content for LLMs and AI agents, offering fast scraping, crawling, and data extraction capabilities from Rust.

Provides persistent organizational context and memory to AI agents by integrating with various business tools and creating a unified knowledge graph.

Exposes a MetaOntology OS grammar via an MCP server to facilitate the evolution of AI agent environments toward structured forms.

Serves Hono documentation content and provides search capabilities through an API.

Consolidates AI agent interactions, multiple terminals, and browser automation into a single, persistent workspace on Windows.

Preserves Discord and Telegram channel conversations locally to automatically inject relevant memory into Claude Code AI sessions.