Best Github AI Skills & MCP Servers

Loki Mode by Autonomi. Autonomous spec-to-product system: takes a PRD, GitHub issue, OpenAPI/JSON/YAML, or one-line brief to a deployed app via the RARV-C closure loop with 11 quality gates. Provider-agnostic (Claude Code, OpenAI Codex, Cline, Aider).

MCP server that bridges Claude Code, OpenCode, GitHub Copilot CLI and other MCP clients to a Chrome tab. Per-tool permissions, multi-agent mode (multiple MCP clients sharing one bridge), persistent UI map across sessions.

MCP server for GitHub Projects V2 - Ralph workflow automation

A comprehensive Model Context Protocol (MCP) server that provides Git repository management capabilities for AI assistants and automation tools. Includes 29 Git operations + 11 workflow combinations with complete CLI alias system and advanced developer pr

A Model Context Protocol (MCP) server for Jira Cloud integration. Enables AI assistants like GitHub Copilot and Claude to search issues, manage tickets, log work, handle sprints, and interact with your Jira instance seamlessly. Features 91 tools for compr

MCP Server for dynamic language and framework context loading - Compatible with Cursor and GitHub Copilot

AI-powered Figma MCP server for Cursor, GitHub Copilot, Windsurf and other AI assistants

MCP server for interacting with CodeRabbit AI reviews on GitHub pull requests. Enables LLMs to analyze, implement, and resolve CodeRabbit suggestions programmatically.

Package version intelligence — latest version, diff, changelog, audit across npm/pypi/github/gitlab.

Spec-driven toolkit for AI agents — skills, rules & prompts via MCP

MCP server for running GitHub Actions workflows locally

Model Context Protocol (MCP) server for database queries - enables AI assistants like GitHub Copilot to execute read-only SQL queries against Oracle databases

Node.js MCP server for GitLab code review operations with AI integration support

A Model Context Protocol server that gives GitHub Copilot the ability to understand and analyze video content

MCP server for VC Deal Flow Signal — search startup engineering acceleration data across 20 sectors. Commit velocity, contributor growth, and repo expansion signals for seed/Series A investors.

MCP server for TaskBounty. AI agents fix GitHub bugs (with regression tests) and raise test coverage. Funded in USD, paid in USDC, ETH, or BTC.

BC Code Intelligence MCP Server - Complete Specialist Bundle with AI-driven expert consultation, seamless handoffs, and context-preserving workflows

MCP (Model Context Protocol) adapter extension for Pi coding agent fork form https://github.com/nicobailon/pi-mcp-adapter

MCP server providing access to MNE-Python documentation, source code, GitHub issues, and community forum

Secure MCP server for web browsing with multi-layer fetcher chain - no API keys required

MCP server for SwarmApi: 9 pay-per-call tools for SEC filings, company news, insider transactions, jobs, web search, GitHub repos, and npm/PyPI/cargo package security. Payments settled per request in USDC on Base via x402.

Express middleware library for MCP (Model Context Protocol) OAuth authentication

Dangerous config and secret scanner for AI coding agents, MCP, and local automation projects.

MCP server for GitHub — structured PR, issue, and Actions data for AI agents