List of Top MCP Servers for June 7, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Stash Bitbucket
Connects AI assistants to Atlassian Bitbucket Server, providing access to repositories, pull requests, code reviews, builds, and search capabilities through a comprehensive set of tools.
Agent Skills
Empowers AI agents with specialized capabilities for managing Preset, Apache Superset, Superset MCP, and Snowflake Cortex tools across diverse AI client platforms.
ShotGrid
Provides LLMs with accurate, live knowledge of ShotGrid instances for reliable pipeline code generation.
AlphaFold Sovereign
Composes AlphaFold DB and eight public biomedical data sources into a local SQLite knowledge graph via Model Context Protocol tool calls.
Scavio
Connects AI agents to popular web platforms for real-time search, data extraction, and social media analysis across Google, YouTube, Amazon, Walmart, TikTok, and Reddit.
Redmine Redcase AI Agent
Automates the generation of structured QA test cases for Redcase in Redmine directly from AI-powered scenarios.
Bale Codex
Bridges Bale chat conversations with AI tools through an MCP server, enabling AI-assisted chat automation and interaction.
Claude Goal
Automates goal-bounded, multi-turn task execution for Claude Code agents, enabling autonomous completion with robust budget and lifecycle controls.
Bayes Execution
Orchestrates deterministic multi-agent systems using LangGraph and Bayesian probabilistic modeling to prevent hallucinations and resolve data conflicts in automated execution pipelines.
Sage
Facilitates AI development clients to inspect, reason about, and operate on an Unreal Engine project through a C++ Model Context Protocol server and an Unreal Editor plugin.