MCP Servers Directory — Page 333

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.

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🌐 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 333 of 910

GrabFood MCP (via SEA MCP)

Search GrabFood restaurants, full menus and dish prices by city, neighbourhood or radius.

Food & RecipesRemote

GrabGPU

Find a cloud GPU you can actually rent. GrabGPU checks 22 GPU clouds every day (RunPod, Vast.ai, Lium, the providers behind Shadeform and more) and records, for 71 GPU models, the price per GPU hour…

Other IntegrationsRemote

Grabhire-ai-mcp

GrabHire.AI MCP server. UK grab lorry + tipper hire. Tools: estimate load volume, get grab lorry...

Other Integrations

GrabMail disposable email

Disposable email for agents: create an inbox, wait for the message, read the code. No key needed.

CommunicationRemote

GrabzIt

The official Model Context Protocol (MCP) server for GrabzIt. This server allows AI assistants (like Claude, Cursor, and Windsurf) to dynamically capture website screenshots, generate PDF and DOCX…

Search & Web Scraping

GRACE Hello MCP

A very simple remote MCP server that greets you, with a custom icon.

Other IntegrationsRemote

GraceRoad

Road freight, fuel supply and sourcing in West Africa. Only the transport study is paid.

Logistics & ShippingRemote

Gracie Barra Jiu-Jitsu

Gracie Barra Jiu-Jitsu — directory of martial arts schools, classes, instructors, ranks, and events.

Other IntegrationsRemote

Grad-agent

Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.

Communication

Grade

Public TV and radio catalogue with measured stream health, folders and M3U feeds for VLC.

Other IntegrationsRemote

Graded-x402

Discover and call 2,000+ x402 machine-payable services through one graded API key + gateway.

Other IntegrationsRemote

Grader

Honest A-F grades for trading strategies, backtested on real out-of-sample data. No hype.

Finance & Market DataRemote

Gradians to radians, number discarded

Gradians to radians, number discarded

Other IntegrationsRemote

Gradient

MCP server for CSS gradient generation — linear, radial, conic

Productivity & Project Management

Gradient MSP MCP

CLI and MCP server for Gradient MSP Synthesize: usage push, billing drift, alert tracing.

Developer Tools

Gradients Studio

Mesh gradient backgrounds with real grain, pixel and dither finishes. Free previews, sized exports.

Other IntegrationsRemote

Gradio

Python library for easily interacting with trained machine learning models

Developer ToolsPython

Gradio Cat Image Demo

A small Gradio MCP demonstration with cat_image and cat_url tools for testing image responses in an MCP client.

Developer ToolsPython

Gradio MCP Agent Hack

This is part of the MCP track for the Hackathon (with a smidge of Agents)

Developer ToolsPython

Gradle

MCP server that resolves external Java/Kotlin classes from Gradle dependencies — returns artifact coordinates and class structure in one call.

Maps & Location

Gradle Class Finder MCP

一个基于 Model Context Protocol (MCP) 的 Gradle 项目类查找服务,帮助在 Gradle 项目依赖中查找指定的类并获取其源代码。

Developer Tools

Gradle dependency count, body discarded

Gradle dependency count, body discarded

Other IntegrationsRemote

Gradus Notation

Render music notation (SVG/MusicXML/MIDI), analyze, search music theory. Free, no auth, no GUI.

Media & EntertainmentRemotePython

Grafana

Manage dashboards, users, teams, alerts, data sources, and access control

Monitoring & Observability

Grafana Loki MCP

A [FastMCP](https://github.com/jlowin/fastmcp) server that allows querying Loki logs from Grafana.

Monitoring & ObservabilityPython

grafana-mcp

MCP server for Grafana — manage dashboards, datasources, alert rules, folders, and annotations over stdio.

Monitoring & Observability

Grafana MCP

This project provides MCP server for Grafana, including MCP tools to interact with Grafana dashboards, data sources, alerts, and more.

Monitoring & Observability

Grafana MCP

Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching

Monitoring & Observability

Graffeo Coffee Roasting

Live MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee since 1935.

Hardware & IoTRemote

GRAFOMEM CGR Capture

Record agent judgments and their real outcomes on GRAFOMEM Cloud. Capture now, score later.

Other Integrations

GRAFOMEM CGR Read

Read Foundation-signed, offline-verifiable CGR agent-reputation attestations. No install.

Other IntegrationsRemote

Graft

That is the whole setup. graft init asks which of your coding agents to wire up, builds graft/ from your code, and drops a statusline and hooks into .claude/, so from the next session on Graft rides…

Developer Tools

Grafyx

Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.

Other Integrations

Graham-number-calculator

Benjamin Graham's fair-value ceiling and margin of safety for a US-listed ticker.

Math & CalculationsRemote

Grail

Real eBay sold comps for any product keyword — median, range, up to 240 rows per call.

Payments & CommerceRemote

Grain SQL

Run SQL queries and inspect database schemas through safe, visible MCP tools.

Databases

Grains to grams, number discarded

Grains to grams, number discarded

Other IntegrationsRemote

gralio-mcp

Access 3+ million SaaS reviews, detailed pricing data, alternatives, ratings, funding information, growth metrics, user sentiment analysis, and functional feature data for over 30,000 software…

Monitoring & ObservabilityRemote

Gralio MCP

Access **3+ million SaaS reviews**, detailed pricing data, alternatives, ratings, funding information, growth metrics, user sentiment analysis, and

Monitoring & Observability

GramClaw

Manage Telegram outreach, campaigns, follow-ups, conversations, and pipelines from an MCP client.

CommunicationRemote

GramForge

Chat assistants for small businesses on Telegram: use cases, pricing, guides, sign-up links.

CommunicationRemote

Grammar

Grammar Fix Ai automation via MCP. Includes check grammar, fix spelling, improve clarity. By...

Developer Tools

Gramps Evidence

Read/write a self-hosted Gramps Web family tree where every fact carries a citation.

Other Integrations

Gramps MCP MCP Server

MCP server for Gramps genealogy via the Gramps Web API: CRUD, search, merge, timelines, DNA.

Other IntegrationsRemote

Gramps Web MCP

MCP server for structured access to Gramps Web genealogy data

Developer Tools

GramScraper

Public Instagram and TikTok data: profiles, posts, reels, stories, comments, hashtags and places.

Social Media & MarketingRemote

Grams to kilograms, number discarded

Grams to kilograms, number discarded

Other IntegrationsRemote

Grams to ounces, number discarded

Grams to ounces, number discarded

Other IntegrationsRemote

Grandline-mcp

Empirical maritime distances from real AIS tracks: 4 route variants, port lookup, bulk matrix

Communication

Grand Livre

French bookkeeping for freelancers and small businesses: entries, ledger, trial balance, matching.

Accounting & BookkeepingRemote

Grandorgue-mcp

GrandOrgue pipe organ simulator MCP server - MIDI bridge, organ control, sample set management, m...

Developer Tools

Grandpa's AI

Search Grandpa's AI research on age reversal, robotics, AI, and space — 5 read-only MCP tools.

Hardware & IoTRemote

Granoflow

Granoflow is a local-first app for planning work, reviewing completed tasks, and turning durable lessons into review cards. Granoflow MCP connects MCP-capable AI agents to a local task, review, and…

Finance & Market Data

GranolaMCP

A comprehensive Python library and CLI tool for accessing and analyzing Granola.ai meeting data, featuring a complete MCP (Model Context Protocol)

Developer ToolsPython

Grantai

Every AI system today has the same flaw: **it guesses instead of remembers.**

Knowledge & MemoryPython

Grantconnect Au

GrantConnect (Australia) MCP — Commonwealth grant opportunities and grants

Other IntegrationsRemote

Grantd

Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth.

Other Integrations

Grantex

Grantex is an open-source delegated authorization protocol and reference implementation for AI agents. It gives each agent a verifiable identity and

Cloud & DevOpsPython

Grant-finder

Find federal and public grants a business may qualify for, with eligibility and links.

Other IntegrationsRemote

Grant Finder

Grants.gov search and USAspending grant data. 4 MCP tools for grant discovery.

Other IntegrationsRemote