All Ai MCP servers

Best Claude Code mcp servers for git workflows on Ai (May 2026)

15 curated Claude Code mcp servers that handle git workflows on Ai projects. Install commands, configs, and copy-paste setup, refreshed May 2026.

15 items matching Ai & Git Workflows.

APIFold
Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Stripe, Slack, OpenAI, Notion, and more) — no setup required, bring your own API key.
aggregatorsgithubslackapi+2
Mermaid
MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.
architecture-designgithubai
Mermaid
AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integr…
architecture-designgithubai
Copilot
MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for code analysis, review, and batch processing
coding-agentsgithubai
Skill Ninja
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.
developer-toolsgithubaiagent
Octocode
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
developer-toolsgithubai
Shrimp Task Manager
A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
developer-toolsgithubaiagent
Devplan
Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md.
developer-toolsgithubai
Github Repo
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
developer-toolsgithubai
Substrate Mcp Rs
An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
finance-fintechrustgithubai
Gistpad
Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
knowledge-memorygithubai
Iranti
Persistent shared memory for AI coding agents. Stores facts as `entity/key/value` triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot.
knowledge-memorygithubaiagent
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ tar…
knowledge-memorygithubslackdiscord+4
Arai
Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (`never`, `forbids`, `must_not`) emit `permissionDecision:…
securitygithubaiagent
Depguard
Pre-install guardian for npm packages with static code analysis, supply-chain attack detection, vulnerability audit (npm + GitHub Advisory Database), AI hallucination guard, and CycloneDX 1.6 SBOM generation with VEX. 12 MCP tools. Zero runtime dependencies — the SBOM serializer…
securitygithubai