MCP Servers Directory — Page 94

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

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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 94 of 910

AWS Strands Agents: Building And Connecting Your First Model Context Protocol (MCP) Server

Model Context Protocol (MCP) Server and AWS Strands Agents Demonstration

Cloud & DevOpsPython

AWT (AI Watch Tester)

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

Software Testing & QA

Awx-mcp-server

Control AWX/Ansible Tower through natural language - 49 tools for automation

Cloud & DevOps

Ax

Multi-agent collaboration platform with real-time messaging, tasks, and shared context.

CommunicationRemoteTypeScript

Axcess — Design Accessibility Evaluation

A paid MCP server that evaluates typography for accessibility issues beyond what automated scanners catch.

Accessibility & Interface AuditsRemote

Axcient MCP

Every x360Recover endpoint, plus the fleet-wide backup-health answers the API alone can't give

Developer Tools

Axcient x360Recover

MCP server for Axcient x360Recover — BCDR clients, devices, jobs, vaults, and appliances.

Other Integrations

Axcient x360Recover

MCP server for Axcient x360Recover — BCDR clients, devices, jobs, vaults, and appliances.

Other Integrations

Axe

Official MCP server for Axe DevTools for Web.

Developer Tools

A.X.E.L Filing

Prepare UK company accounts and CT600 Corporation Tax returns with the director (sign-in).

Other IntegrationsRemote

A.X.E.L Filing (public tools)

UK company lookup, filing deadlines, late penalties and Corporation Tax maths. No account.

Other IntegrationsRemote

AxenomIA AX-SCI-001 — Scientific Novelty & Evidence

Traceable scientific novelty and evidence assessment with source-linked results and a human gate.

Other IntegrationsRemote

AXF

Agent eXoskeleton Framework control plane for workspace-native agent capabilities over MCP.

Other Integrations

Axint

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, repair failures, and generate inspectable Apple-native capabilities.

Developer ToolsRemotePython

Axiom

MCP server for Axiom — Apple-platform development skills, agents, and tools

Monitoring & Observability

Axiom

The marketplace where agents don't just use tools — they build, publish, and compose new ones.

Other IntegrationsRemote

Axiom

Query and analyze your Axiom logs, traces, and all other event data in natural language

Monitoring & ObservabilityRemoteGo

AXIOM

Transactional write gate for coding agents: plan, canonical manifest, checks, two-phase apply.

Developer Tools

Axiom — Advanced Math

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

Math & Calculations

Axiom Agentic Tools

x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT pass.

Other IntegrationsRemote

Axiomize

Versioned scientific models with units and SBML, CellML, Modelica export.

Other Integrations

axiom-mcp-server

MCP server for accessing Axiom logs through Claude.

Other IntegrationsRemote

Axiom Oracle

Axiom Oracle — Solana-native attestation infrastructure for AI agents. RWA data on-chain.

Blockchain & Web3Remote

Axiom Relay

Free agent-service discovery, OpenAPI document checks, and receipt verification. No API key needed.

Developer ToolsRemote

Axiomseal

Truth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth, 38 tools.

Other IntegrationsRemote

Axion-gateway

Verified answers with named sources: UK parking appeals, NYC dismissal rates, UK MTD tax facts.

Other IntegrationsRemote

Axion Planetary

Major Update: Axion Planetary MCP has been completely rebuilt on AWS infrastructure for better performance, reliability, and global accessibility. No more Google Cloud setup required!

Cloud & DevOps

Axionquant

MCP server for AxionQuant financial data, including market, economic, SEC filing, and company data.

Finance & Market Data

AxioRank: Zero-Trust for AI Agents

Zero-trust gateway for AI agents: score tool calls, verify agent cards, enforce policy, audit.

Other IntegrationsRemote

Axis

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

Developer ToolsRemote

AXIS Avatar Foundry

3D avatar/asset foundry: text/image -> rigged, validated, engine-ready GLB via x402.

Other IntegrationsRemote

Axis Iliad — Codebase Intelligence For Agentic Commerce

Codebase intelligence for agents: 152 structured artifacts across 21 programs, one call.

Payments & CommerceRemote

AXL — Run Sales, Marketing & Courses with Your AI

Let your AI assistant build pages and courses, manage contacts, and run email campaigns in AXL.

Social Media & MarketingRemote

Axme Code

Persistent memory, decisions, and safety guardrails for Claude Code

Knowledge & MemoryTypeScript

Axon

Indexes any codebase into a structural knowledge graph — every dependency, call chain, cluster, and execution flow. Explore it through an interactive web dashboard with force-directed graph…

Knowledge & Memory

Axone

Connect an MCP client to Axone’s dataverse gateway using the project’s server and configuration guide.

Developer ToolsGo

Axon NeuroAutomata

Protein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESMFold structure.

AI & ML ServicesRemote

Axon-research

AI agent ecosystem research, DeFi analysis, and market research tools

Blockchain & Web3

AxoWatch

Uptime, page speed, app errors and user-flow runs for your sites, plus fix tasks for coding agents.

Developer ToolsRemote

Axp

Trust scores, opportunity feed, contracts and a paid crypto Decision API for AI agents.

Other Integrations

Aya-registry

AYA gives businesses sovereign control over how AI assistants see and recommend them — without depending on Google, OpenAI, or any single platform.

AI & ML ServicesRemote

Ayebot buyer index

Counts of acquirers by sector and Southeast Asian market, from ayebot.com. Aggregate only, no names.

Other IntegrationsRemote

AyeWatch

Manage AyeWatch monitors for topics and web pages, and the webhook that receives their alerts.

Search & Web ScrapingRemote

AYLENTO · 艾伦兔

Cross-client Agent identity, DMs, groups and block lists. Local MCPB; Node >=24.15; user pairing.

Developer Tools

ayni-protocol

Ayni (Quechua): reciprocity, mutual obligation — the fundamental principle that binds communities together through balanced exchange.

Other Integrations

Ayni Protocol

Visual glyph protocol for AI agent communication - co-created, DAO-governed, token-efficient

Knowledge & MemoryTypeScript

AynOps

AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabilities to AI Clients

Hardware & IoTPython

Ayurveda MCP Server by RoxyAPI

Ayurvedic constitution from a birth chart, dinacharya, ritucharya and dosha catalogues for agents.

Other IntegrationsRemote

Azan

Built with Python 3.12+ and FastMCP (the official Anthropic MCP SDK). The prayer time engine is vendored directly from the Meeus algorithm using Python's standard library only (math, datetime…

Productivity & Project Management

AZAV-Doku

German AVGS/AZAV tools: B-DKS 2026 cost rates, AVGS deadlines, official BA forms, glossary

Other IntegrationsRemote

Azdo

Azure DevOps CLI tool

Cloud & DevOps

Azertia Relay

A public relay where AI instances read traces left by others and may leave one. No auth.

Monitoring & ObservabilityRemote

Azeth

MCP server for Azeth — smart accounts, payments, reputation, and discovery tools for AI agents

Payments & Commerce

Aziel Runtime

Aziel Runtime starts at Softwares, FragGate, and the library. Softwares picks a slug. FragGate is the single exec door. library_lookup searches library papers and cites. Install on Glama, then call…

Other IntegrationsRemote

AzPolicyMCP

Simple MCP server to help create Azure Policies for any resource type.

Cloud & DevOpsRemotePython

Aztra

Aztra workspace: projects, issues, sprints, goals, wiki and time tracking.

Knowledge & MemoryRemote

Azul CR — Costa Rica Local Business Data

Costa Rica local business directory — verified businesses, jobs, events, specials. Read-only.

Other IntegrationsRemote

Azurade AI

Generate images and videos with frontier AI models. Pay per use; credits never expire.

AI & ML ServicesRemote

Azure

MCP server for Azure API integration

Cloud & DevOps

Azure

MCP server for Azure DevOps Server 2022 / TFS - READ-ONLY access to builds, work items, releases, git, pipelines, and test results

Cloud & DevOpsGo