MCP Servers Directory — Page 318

Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.

Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.

Browse by category

All categories →

🌐 Browser Automation

984 servers

🗄️ Databases

2205 servers

🛠️ Developer Tools

8565 servers

🔎 Search & Web Scraping

1403 servers

📁 File Systems & Storage

598 servers

💬 Communication

2659 servers

✅ Productivity & Project Management

1883 servers

🤖 AI & ML Services

1983 servers

☁️ Cloud & DevOps

1735 servers

💳 Payments & Commerce

2501 servers

📈 Monitoring & Observability

1236 servers

🧠 Knowledge & Memory

1603 servers

🎨 Design & Creative Tools

327 servers

📊 Analytics & Reporting

965 servers

⚙️ CI/CD & Build Pipelines

67 servers

💬 Customer Support & Help Centers

74 servers

📚 Documentation & API References

937 servers

🔄 Workflow Automation

124 servers

🔐 Security & Identity

310 servers

💹 Finance & Market Data

1303 servers

🤝 CRM & Sales

561 servers

📣 Social Media & Marketing

1525 servers

🔬 Research & Scientific Computing

317 servers

🗺️ Maps & Location

392 servers

🎬 Media & Entertainment

908 servers

🎓 Education & Learning

107 servers

🩺 Healthcare & Life Sciences

243 servers

✈️ Travel & Hospitality

391 servers

🔌 Hardware & IoT

205 servers

⛓️ Blockchain & Web3

1068 servers

🧩 Data Processing & Conversion

626 servers

⚖️ Legal & Compliance

1194 servers

🏛️ Government & Public Data

825 servers

🌦️ Weather & Environment

712 servers

🏅 Sports & Fitness

322 servers

🏠 Real Estate & Property

383 servers

🎮 Games & Game Development

242 servers

🕒 Time & Date

400 servers

♿ Accessibility & Interface Audits

172 servers

📝 Content Management

155 servers

📱 Mobile Development

259 servers

👥 Human Resources & Recruiting

238 servers

📰 News & Events

577 servers

🔍 SEO & Website Audits

560 servers

🧪 Software Testing & QA

127 servers

🌿 Git & Version Control

832 servers

💻 Code Execution & Sandboxes

112 servers

🖥️ Terminal & Desktop Automation

123 servers

📧 Email & Inbox Management

676 servers

📅 Calendars & Scheduling

456 servers

📄 Documents & PDFs

966 servers

📊 Spreadsheets

253 servers

📽️ Presentations & Slides

93 servers

🧲 Vector Search & RAG

358 servers

🤝 AI Agents & Orchestration

329 servers

🖼️ Images & Visual Editing

315 servers

🎙️ Audio & Speech

254 servers

🎞️ Video Tools

781 servers

🌍 Translation & Localization

160 servers

🗺️ Diagrams & Whiteboards

233 servers

🚚 Data Engineering & ETL

51 servers

🧮 Math & Calculations

400 servers

🌐 Networking & Diagnostics

247 servers

🍽️ Food & Recipes

286 servers

📦 Logistics & Shipping

199 servers

📣 Advertising & PPC

182 servers

🧾 Accounting & Bookkeeping

172 servers

🛍️ E-commerce & Online Stores

308 servers

📋 Project & Task Management

381 servers

📝 Notes & Personal Knowledge

184 servers

🎧 Meetings & Transcripts

45 servers

🔌 API Development & Testing

216 servers

🔬 Code Search & Intelligence

154 servers

☸️ Kubernetes & Containers

269 servers

🏗️ Infrastructure as Code

48 servers

🔐 Identity & Access Management

30 servers

🗝️ Secrets & Credentials

21 servers

🚩 Feature Flags & Experiments

27 servers

🚨 Incident & On-call Management

33 servers

📈 Web & Product Analytics

133 servers

✉️ Email Marketing

46 servers

🗳️ Forms & Surveys

17 servers

✍️ E-signatures & Agreements

43 servers

⏱️ Time Tracking & Timesheets

95 servers

📉 Business Intelligence & Dashboards

60 servers

🔗 Other Integrations

20690 servers

All MCP servers

54,594 published · page 318 of 910

Gitlab-mcp-server

GitLab MCP (Model Context Protocol) server for AI agents

Developer Tools

GitLab MCP Server

GitLab MCP Server lets an AI agent (Claude Desktop, Claude Code, Cursor, Zed, VS Code, or any Model Context Protocol client) talk directly to GitLab. It is a typed, paginated, schema-validated…

Developer Tools

Gitlab MCP Swift

A Model Context Protocol (MCP) server that wraps the GitLab CLI (`glab`) to provide GitLab functionality to AI assistants like Claude Desktop.

Developer ToolsRemote

Gitlab Mr MCP

A Model Context Protocol (MCP) server for interacting with GitLab merge requests and issues.

Developer Tools

GitLab Official

Official

Connect an assistant to the GitLab instance and project you actually use.

Developer ToolsRemote

Gitlab Public

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

Developer ToolsRemote

Git-leaderboard

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

Developer Tools

Gitleaks Cloud - GitHub API Key Hunter & Secret Scanner

Gitleaks Cloud - GitHub API Key Hunter & Secret Scanner

Developer ToolsRemote

GitLumen MCP

Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals.

Developer ToolsRemote

git-mcp

GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms any GitHub project (repositories or GitHub pages) into a documentation hub. It enables AI tools like Cursor…

Developer ToolsRemote

Git Mcp

To install Git MCP for Claude Desktop automatically via Smithery:

Developer Tools

Git MCP Go

A Model Context Protocol (MCP) server for Git repository interaction and automation, written in Go. This server provides tools to read, search, and

Developer ToolsGo

git-mcp-server

A Model Context Protocol (MCP) server for Git operations that provides comprehensive Git functionality to MCP clients like Claude Desktop.

Developer Tools

Git-mcp-server

MCP server for GitLab and GitHub

Developer Tools

Git-mcp-server

28 git operations organized into seven categories:

Git & Version Control

GIT MCP Server

A Model Context Protocol (MCP) server that provides tools for interacting with Git repositories. This server allows AI assistants and LLM agents to manage repositories, branches, commits, and files…

Developer Tools

Git MCP V2

A Model Context Protocol server

Developer Tools

Gitmem

Persistent institutional memory for AI coding agents. Memory that compounds.

Developer ToolsRemote

GitMir Intelligence

Business logic of your product for AI agents: rules, customer paths and what a change reaches

Other IntegrationsRemote

GitMir Vibe

Your coding agent asks the business logic of your repository and checks commits before they land

Developer ToolsRemote

Git Mob

MCP Server for git-mob CLI app

CommunicationTypeScript

Gitoid:sha256 shape, value discarded

gitoid:sha256 shape, value discarded

Other IntegrationsRemote

GIT Pilot

<h3>⭐️ If you find this project helpful, please give it a star! ⭐️</h3>

Developer ToolsPython

GitPin

Prove and verify multi-repo claims at Git HEAD: path, line, full SHA, no index.

Developer Tools

Gitprism

A fast, token-efficient, stateless pipeline that converts public GitHub repositories into LLM-ready Markdown. Deployed as a single Cloudflare Worker

Cloud & DevOpsGo

Git Prompts

An MCP server that offers several commands to generate prompts based on the Git repository's content

Developer ToolsPython

Gitrama Mcp

AI-powered Git intelligence for your IDE — smart commits, branch names, PR descriptions, diffs, code review, push, and workflow management.

Developer Tools

Git-reflog-archaeologist-mcp

Aggregate local Git reflog and recovery signals without exposing repository content. Tools...

Communication

Git Ref Shape

Check whether a git ref name is safe. Name discarded.

Developer ToolsRemote

GitResume

Turn your resume into a polished PDF and web page: import, build, check, and publish from chat.

Developer ToolsRemote

Git SHA hex length, value discarded

Git SHA hex length, value discarded

Developer ToolsRemote

Gitsim Chat

Search, order, and manage eSIM data packages for 190+ countries.

Other IntegrationsRemote

Gitstandup

Generate daily standup notes from git commits across multiple repositories with AI summaries.

Developer ToolsTypeScript

Git-summary

Git repo intelligence: summaries, blame, changelogs, branch health, and history search

Developer Tools

Git tag name safety, name discarded

Git tag name safety, name discarded

Developer ToolsRemote

Git tag name safety, name discarded

Git tag name safety, name discarded

Developer ToolsRemote

Git.Top

Evidence-backed open-source project search, recommendations, alternatives, and comparisons.

Developer ToolsRemote

GitViz MCP

An extension to visualize Git logs and commit history with animations using a Webview. Leverages an MCP (Model Context Protocol) server and language

AI & ML Services

Gitwand

Auto-resolves Git merge conflicts so agents only touch the complex hunks.

Developer Tools

GitWarren

Code review on your own machine, for you and your coding agent. Nothing leaves your computer.

Developer Tools

Git Why

Finds the Git commits that explain why code is the way it is: semantic and full-text history search.

Developer Tools

GitWhy — The Context Layer for Git

The shared AI context engine for git — save, search, and share the reasoning behind code changes.

Developer Tools

Git Worklog Mcp

一个 MCP (Model Context Protocol) 服务器,让 AI 从 Git 提交历史自动生成专业的工作日志。

Developer Tools

Gitworthy

is it worth your commit? Pre-flight triage for OSS contribution targets.

Other Integrations

Giveaway & Raffle Winner Picker (provably fair)

Pick giveaway and raffle winners nobody can rig — verifiable by anyone, no API key.

Other Integrations

Givemeanode

On-demand GPU nodes for agents: create nodes, run commands, and submit jobs, billed by the minute.

Other IntegrationsRemote

giveready

Open-source infrastructure for AI agents to discover youth nonprofits and send them money directly. No intermediary. No platform fees. Nonprofits keep 100%.

Cloud & DevOps

Giveready

Making small nonprofits discoverable and donatable through AI

Developer ToolsGo

Gizmoanalytics

Cookieless analytics for AI coding agents. Install in one prompt, 28 tools, OAuth onboarding.

Developer Tools

Gizmos Audacity

Safe local audio editing, analysis and production in Audacity 3.7 through mod-script-pipe.

Audio & Speech

Gjalla

Self-curating shared memory that keeps your agents working like a high-performing team

Other Integrations

Gjalla

Hosted self-curating shared memory that keeps your agents working like a high-performing team

Other IntegrationsRemote

Gke (google Kubernetes Engine) Mcp

Enable MCP-compatible AI agents to interact with Google Kubernetes Engine.

Cloud & DevOps

Gkmex Crane Inventory

Public, zero-auth, read-only access to Gkmex used-crane inventory.

Other IntegrationsRemote

Gk-pay-skills-mcp

13 pay-per-use Chinese tools (diagnosis, PLC, copywriting, divination), 0.05 CNY/call via A2M 402.

Other IntegrationsRemote

Glade API

Amazon marketplace data for products, offers, reviews, sellers, search, categories, and deals.

Other IntegrationsRemote

Glade-mcp

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

Games & Game Development

Glamour

Browser-measured visual debugging and verification tools for coding agents.

Developer Tools

Glance

Glance is an MCP server that gives Claude Code a real browser. Instead of guessing what your web app looks like, Claude can actually see it, interact with it, and test it.

Browser Automation

GlanceAI Fashion MCP

Fashion product discovery and virtual try-on via the Glance catalog

Other IntegrationsRemote