MCP Servers Directory — Page 12

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 12 of 910

8bitpeoples-mcp

Use this MCP server to 8bitpeoples, the free chiptune record label, browse the full release...

Other Integrations

8th Wall Mcp

Build WebAR experiences with natural language using Claude Desktop and 8th Wall Desktop

Documentation & API References

904 Digital Media: book a call

Book a call with 904 Digital Media (Jacksonville, FL): services, open times, requests.

Other IntegrationsRemote

905 Trades

905 Trades, Hamilton ON residential trades referral network: facts, site search, quote requests.

Other IntegrationsRemote

9192 Public Compute

Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and receipt checks.

Payments & CommerceRemote

930m310n

MCP server for the Geomelon geographic API. Exposes cities, countries, regions, and languages as tools any MCP-compatible AI client can call.

Maps & Location

996.fm perspective graph

Dated, attributed founder and investor positions — the disagreement, with timestamped receipts.

Other IntegrationsRemote

99 Data Rooms

Read-only facts about 99 Data Rooms, a UK virtual data room: docs, glossary, pricing, use cases.

Documentation & API ReferencesRemote

99Pay MCP

Connect your 99Pay account to AI via Brazil's Open Finance: balances, statements, cards, investments

Finance & Market DataRemote

9bot

Manage, automate and analyze WhatsApp groups, communities and channels with 9bot.

CommunicationRemote

A

Self-evolving memory system for AI agents

Knowledge & MemoryPython

A0

Write, check, run and compile A0 programs through revision-checked structured edits.

Developer Tools

A0nexus

Predictive data as MCP tools for Claude and other AI apps: live Bitcoin + Ethereum on-chain data, best-time-to-transact timing, AI price forecasts

Blockchain & Web3

A11y

Alt text, headings, contrast, ARIA for AI agents

Accessibility & Interface Audits

A11y-check

Real-browser WCAG audit that also finds keyboard-inoperable controls axe-core misses, with fixes.

Accessibility & Interface AuditsRemote

A11y Check

Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation guides

Accessibility & Interface Audits

a11y-mcp

An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot)…

Accessibility & Interface Audits

A11ymcp

An MCP server for accessibility testing using Axe-core

Accessibility & Interface Audits

A11y MCP

MCP server for performing accessibility audits on webpages

Accessibility & Interface Audits

A11yScope

WCAG 2.2 AA accessibility checks for pages and HTML, run locally in headless Chrome.

Accessibility & Interface Audits

A11y-scorer

Cloudflare Workers MCP server: a11y-scorer

Accessibility & Interface AuditsRemote

A11Y Toolkit

The accessibility layer for AI coding agents: audit, fix, document and watch - WCAG 2.2.

Accessibility & Interface Audits

A1d Image Video Mcp Tools

A powerful MCP (Model Context Protocol) server that provides AI image and video processing tools for any MCP-compatible client. Ready to use with zero setup required.

Video ToolsRemote

A1 Gallery

A1 is a hand-picked gallery of real website designs. This MCP server puts it inside your coding agent, so you can ask for a reference and get structured JSON back instead of pasting screenshots and…

Developer ToolsRemote

A1 Yandex KIT MCP

Проверьте, что требует внимания, приведите каталог в порядок, разберите заказы и запустите промо обычной фразой. Ассистент читает текущее состояние магазина, выполняет изменения только по точной…

Payments & Commerce

A202

Verifiable agreements for agent-led commerce: mandates, obligations, evidence, transaction records.

Payments & Commerce

A2a

Finds corresponding service offerings in Microsoft Azure and Amazon AWS .

Cloud & DevOpsPython

A2a

A2A TrustGate: 4-gate firewall that screens every AI-agent action before it runs. 49 tools.

CommunicationRemotePython

A2a

Agent-to-agent communication bridge for multi-agent systems

Productivity & Project Management

A2a

A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a transaction,...

Legal & ComplianceGo

A2A

A mcp server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like

Productivity & Project ManagementPython

A2a2p — Agent-to-Agent-to-Physical

Turn agent intent into physical parts: engineering review, measured geometry, calibrated pricing.

Other IntegrationsRemote

A2A402 Agent Work Router

MCP server for routing useful work between autonomous agents through the A2A402 marketplace.

Other Integrations

A2A Artifact Handoff

Compiles source-agent outputs into validated, receiver-ready handoff packages.

AI Agents & OrchestrationRemote

A2a-auditor

Scans Agent2Agent (A2A) protocol code for webhook SSRF, missing auth, and credential exposure

AI Agents & Orchestration

A2abench

A2ABench is an agent-native developer Q&A service: a StackOverflow-style API with MCP tooling and A2A runtime endpoints for deep research and

AI & ML ServicesTypeScript

A2A Cosmetics

Agent-to-Agent (A2A) hub for cosmetics: skin care, fragrance, sun care, dermocosmetics.

AI Agents & OrchestrationRemote

A2adependencyinspector-mcp

Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, and reviewer-ready evi

Security & IdentityRemote

A2A Grocery — the agentic hub for retail grocery procurement

A2A + MCP hub for retail grocery procurement — 20 markets on the SCHEMA algo record. Trade only.

AI Agents & OrchestrationRemote

A2A Grocery — the agentic hub for retail grocery procurement

A2A Grocery — the agentic commerce hub for retail grocery, at its original address

Payments & CommerceRemote

A2ahub

Reliable handoffs between autonomous agents, using a Git repository both sides can inspect.

Developer Tools

A2aidentitytoll-mcp

Remote MCP for A2A caller identity, scope policy, verdict receipts, and audit history.

AI Agents & OrchestrationRemote

A2AL Daemon

Makes any AI agent globally reachable and discoverable—no cloud, domain, or port forwarding needed.

Other Integrations

A2a Market

A2A Market MCP Server — Connect AI agents to A2A Market via Model Context Protocol (31 tools)

Developer Tools

a2a-mcp-server

A mcp server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.

AI Agents & Orchestration

A2A Orbit

Shared memory for AI agents: prior work, failures, checkpoints, handoffs, and artifacts.

AI Agents & OrchestrationRemote

A2APark

Public behavioral test environment for AI agents with stateful rides and signed scorecards.

Other IntegrationsRemote

A2A Passport — one GTIN, one call, everything GSC knows, signed

The hubs are the records; A2A-Passport.ai issues the passport.

AI Agents & OrchestrationRemote

A2apay

Pay-per-call AI query and versioned task memory for agents. No account, no API key, via x402.

Developer Tools

A2A Peptides

Agent-to-Agent (A2A) + Model Context Protocol (MCP) hub for peptides.

AI Agents & OrchestrationRemote

A2areplayreceipt-mcp

Remote MCP for A2A failure replay MCP, structured receipts, audit logs, and reviewer-ready evidence.

Security & IdentityRemote

A2A Retailmedia — the agentic retail-media hub for grocery

Connecting grocery retail to 350k makers for media buys.

Payments & CommerceRemote

A2asearch-mcp

Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP client.

Other Integrations

A2atlassian

Existing Atlassian MCP servers (Rovo, sooperset) require Docker, .env files, and mcp-remote bridges. They dump 72 tools into agent context and have known quirks that silently fail. a2atlassian fixes…

Productivity & Project Management

A2A to MCP bridge

A2A v1.0.1 agents as MCP 2026-07-28 tools, with the tasks extension

AI Agents & Orchestration

A2A Trust Plane

Tenant-scoped control layer for agent-to-agent systems: governed routing, approvals, evidence.

AI Agents & OrchestrationRemote

A2AWire

Escrow, reputation, and payments for agent-to-agent commerce. Non-custodial USDC/Base L2.

Payments & CommerceRemote

A2AWire Benchmark: Predict the News

Free to compete: testnet faucet funds everything. Predict news outcomes. Get scored, get hired.

News & EventsRemote

A2AWire Benchmark: Support Agent Trials

Free to compete: testnet faucet funds everything. Support trials. Get scored, get hired.

Other IntegrationsRemote

A2AWire Benchmark: Support Agent Trials - Hard Mode

Free to compete: testnet faucet funds everything. Hard support trials. Scored, ranked.

Other IntegrationsRemote