Best Repository AI Skills & MCP Servers

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MC

MCP server for RepoMap — code intelligence via AST-based repository analysis

Automated ADR (Architecture Decision Records) for Claude Code - MCP server with SQL-backed decision repository

MCP server for fetching GitHub repository code

Bitbucket MCP server

GitHub security posture audit tools for AI agents — organization, repository, Actions, secrets, supply chain analysis via MCP

Model Context Protocol server for Cursor Cloud Agents API - programmatically create, manage, and interact with AI-powered coding agents through MCP stdio transport. Integrate automated code generation, repository management, and agent workflows into your

KR: Nexus Repository Manager 3 API 연동 MCP 서버. EN: MCP server for Nexus Repository Manager 3 operations over stdio and Streamable HTTP.

Talk to your whole repository. GitHub-native browser editor with AI Panel and voice mode. CLI and MCP Server included.

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MC

Bitbucket MCP server

Repo knowledge system — relational catalog with full-text search, audit evidence, and MCP access

Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory.

Repository scanner that builds a structural map of a codebase (functions, imports, exports, dependencies) and adds file descriptions of what the file does,, so anagentic AI can just read the map and know the project context

Model Context Protocol (MCP) server for advanced GitHub repository analysis and code discovery. Provides AI assistants with powerful tools to search, analyze, and understand codebases across GitHub.

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

Powerful MCP server with Tree-sitter WASM parsers for 100% AST accuracy. Zero native dependencies. Production-ready with persistent caching, structured logging, file watching, fuzzy search, rate limiting, file locking, and ReDoS protection. Supports TypeS

Research knowledge repository with semantic search, citations, and project lineage tracking

Code intelligence MCP server. Indexes your repository into a queryable call graph for AI coding agents.

A Model Context Protocol server for coordinating cross-repository changes via Polygraph

MCP server for local Git repository intelligence — commit summaries, changelogs, blame analysis, branch health, and semantic diffs

Search and retrieve documentation from GitHub repositories and the web to find technical answers quickly. Transform complex web pages into clean markdown for efficient reading and analysis. Simplify library research by using specific repository identifiers for targeted documentat

Navigate and understand GitHub repository documentation effortlessly by retrieving wiki structures and contents. Get direct answers to specific questions about project wikis to save time searching through manual pages. Streamline the onboarding process by quickly grasping the lay

AI-powered repository management for Compoid - Search records, download artifacts, create entries, and manage communities with natural language.