List of Top MCP Servers for April 9, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Lean-ctx
Optimizes AI coding workflows by transparently reducing LLM token consumption up to 99% through context compression and an intelligent server.
Director
Empower AI agents with custom skills by providing sets of tools, prompts, and configurations through portable playbooks.
ThinkWatch
Secures and governs enterprise AI API and Multi-Cloud Platform (MCP) access through a unified gateway, offering features like RBAC, audit logs, rate limiting, and cost tracking across various LLM providers.
Octopoda
Equips AI agents with persistent memory, real-time observability, and advanced memory management capabilities.
Dotbot
Orchestrates structured, auditable AI-assisted development workflows for teams, ensuring transparency and continuity across projects.
RAGAnything
Provides a multi-modal RAG service via a REST API and MCP server for document indexing and knowledge-base querying.
Gitea
Integrate AI coding assistants with self-hosted Gitea platforms to manage repositories, files, issues, and pull requests programmatically.
Zero-Vector
Manages AI persona memory and provides high-performance vector similarity search capabilities through a Model Context Protocol interface.
SwarmVault
Compiles raw research and files into a persistent markdown wiki, knowledge graph, and search index for AI agents to leverage.
Memento Vault
Automates knowledge capture from coding sessions, converting transcripts into searchable Zettelkasten notes for persistent learning.