List of Top MCP Servers for April 17, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Clawd Cursor
Empowers AI agents with eyes, hands, and ground-truth verification for comprehensive desktop automation across Windows, macOS, and Linux.
YantrikDB
Manages AI agent memories by consolidating duplicates, detecting contradictions, and fading stale information through temporal decay.
Trace
Empowers AI agents with framework-aware code intelligence and cross-language dependency graphs, significantly reducing token usage and enhancing code understanding.
FedRAMP Docs
Provides a queryable server for the official FedRAMP/docs repository, enabling FRMR-aware analysis and structured access to compliance documentation.
Contextcore
Indexes local files and codebases with hybrid search (BM25 + embeddings) to retrieve only relevant content for AI tools, enabling significant token savings.
Idea Manager
Transforms free-form brainstorming into structured tasks for AI agent execution with a local-first approach.
SPFsmartGATE
Enforces a sophisticated security gateway for AI agents, controlling their access to system resources and the web through compiled Rust enforcement.
Telegram API
Provides a robust Model Context Protocol (MCP) server for the Telegram Bot API, offering full v9.6 coverage and advanced features for AI integration.
MDMA
Transforms Markdown into interactive applications with embedded forms, approvals, webhooks, and dynamic UI components.
Zulip
Integrate AI agents into Zulip as @mentionable bots or wire into any Model Context Protocol (MCP) client.