MCP Servers Directory — Page 758

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 758 of 910

Spanning Cloud Backup

MCP server for Spanning Cloud Backup — M365/GWS/Salesforce backups, restores, audit.

Productivity & Project Management

Spanning Cloud Backup

MCP server for Spanning Cloud Backup — M365/GWS/Salesforce backups, restores, audit.

Productivity & Project Management

Spann Stays

Read-only sample stays, booking constraints, and staged reservation actions for review.

Other IntegrationsRemote

Spansend

WhatsApp for agents: link a number, list chats, send only after confirm to a real chat.

CommunicationRemote

Spans to centimeters, number discarded

Spans to centimeters, number discarded

Other IntegrationsRemote

Sparda

AI writes. SPARDA proves. A deterministic, offline gate that catches when an AI edit removes a guard, exposes a route, or breaks an invariant — no

Developer ToolsPython

Sparewise

Why is my Windows drive full? Free space safely, within limits you set. Never deletes permanently.

Other Integrations

SparkAds

Manage your SparkAds slot: your stats, the free-hour grid, network totals, and your own creative.

Other IntegrationsRemote

Spark - AI Assets Marketplace

Search and fetch AI agents, skills, prompts and MCP connectors from the Spark marketplace.

Other IntegrationsRemote

Spark Apps Catalogue

Read-only catalogue of the Spark apps: what each one does, its stack, and where it runs.

Other IntegrationsRemote

Sparkbites

Search 500+ curated design websites and install DESIGN.md files directly from your AI agent.

Other Integrations

Sparkforensics-mcp

MCP server for diagnosing Apache Spark event-log performance issues and comparing runs.

Other Integrations

SparkForge — 20+ Utility APIs with x402 Micropayments

20+ pay-per-use APIs: image gen, crypto data, email verify, SSL check, web scraping, and more.

Search & Web ScrapingRemote

sparkient-mcp-server

MCP (Model Context Protocol) server for the Sparkient decision intelligence API. Connect AI agents to 14 tools for creating, training, cancelling, calling, inspecting, and obtaining edge-export…

Monitoring & ObservabilityRemote

SparkLaunch

Founder workflows for idea validation, branding, campaigns, landing pages, analytics, and CRM.

Productivity & Project ManagementRemote

SparkleTree

Create, publish and measure SparkleTree marketing campaigns from an AI client. OAuth 2.1 with PKCE.

Social Media & MarketingRemote

Sparkling Tracks Tours

Read-only MCP for Sparkling Tracks European tours: packages, itineraries, pricing, contacts.

Other IntegrationsRemote

SparkMango

Sparkmango lets agents generate and use MCP servers from contract ABIs

Developer ToolsPython

Spark MCP

MCP server for Spark — your AI toolbox for real work. Search and discover agents, skills, prompts, bundles, and MCP connectors.

Other Integrations

Spark MCP (Model Context Protocol) Optimizer

# Spark MCP (Model Context Protocol) Optimizer This project implements a Model Context Protocol (MCP) server and client for optimizing Apache Spark

Developer ToolsPython

SparkPay

Stripe billing for indie apps: plans, coupons, subscriptions, customers and revenue reporting.

Payments & CommerceRemote

Sparkplug B

MCP server for Sparkplug B: node/device discovery, metrics, commands, host state over MQTT.

Monitoring & Observability

Spark SQL

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

Databases

Sparks Scribe

Official first-party facts about Sparks Scribe: what it is, pricing, trial.

Other IntegrationsRemote

SparkVibeAI Spec Committee

Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.

Other IntegrationsRemote

SpArxx.io

Prove you made it first. Blockchain Timestamp creative work via Claude or any MCP-enabled AI Agent.

Blockchain & Web3Remote

Spatial India

District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography.

Government & Public DataRemote

SpatialPack — 3D asset readiness

Test whether 3D assets survive Apple Quick Look and Safari , then fix what fails

Other Integrations

Spawner

Preview environments on your self-hosted Spawner server: a copy of your app for each git branch

Developer Tools

Spawnpay

Crypto wallets, payments, and referral earnings for AI agents on Base L2

Payments & Commerce

Spawnpoint

Deploy the apps your agent builds to a private, shareable HTTPS link, checked for leaked keys first.

Other IntegrationsRemote

Spdx License

SPDX License List MCP

Other IntegrationsRemote

SPDX license expression tokens, value discarded

SPDX license expression tokens, value discarded

Other IntegrationsRemote

Spdx-license-field-lint

Reads the licence field in the open manifest and names every deprecated SPDX id, invalid string, PEP

Other Integrations

SPDX license id shape

SPDX license id shape

Other IntegrationsRemote

Spdx-mcp

Use this MCP server to SPDX open source license metadata and compatibility helpers. Tools...

Other Integrations

Speak2Web AI Transact

Order & book on AI Transact WordPress sites by AI agent — MCP tools with WhatsApp confirmation.

CommunicationRemote

Speakmanai

Multi-agent AI pipeline that generates professional Solution Architecture Documents.

AI Agents & OrchestrationRemote

Speak MCP

Official Speak AI MCP Server — capture meetings, search thousands of recordings, run async voice and video surveys, create clips, and automate

Workflow Automation

SpeakPen: Your Voice Notes

Read-only access to your SpeakPen voice notes: search, read transcripts, list recent ideas.

Other IntegrationsRemote

Speakvora

Text to speech, voice listing and phrase library search for AI assistants. API key header.

Audio & SpeechRemote

Spearly CMS MCP

Spearly CMSのコンテンツを検索・取得・修正・追加するためのMCPサーバーです。

Other Integrations

Spec

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

File Systems & Storage

Spec

This is a template for using agent mode with MCP servers to do research driven development based on specs

Developer Tools

Specbridge

An MCP server that bridges OpenAPI specifications to MCP tools - scan a folder for spec files and automatically generate corresponding tools

Developer ToolsTypeScript

Speccy x402 MCP

MCP server wrapping Speccy's paid x402 endpoints. Give any MCP-compatible AI agent five superpower tools — prediction-market data, a sandboxed Python executor, FFmpeg media transforms, real-time web…

Search & Web Scraping

Special Education Law

Searchable special education decisions and legal research tools.

Legal & ComplianceRemote

Specifai

Specifai MCP Server that runs over stdio

Developer Tools

SpecJoin

Check computer, dock, monitor and charger compatibility with requirements and manufacturer sources.

Other IntegrationsRemote

Speckitacceptance-mcp

Paid remote MCP for spec driven development acceptance gate MCP, structured receipts, audit logs, an

Security & IdentityRemote

Specky

Turn raw customer feedback into evidence-cited specs (free, no key) plus 16 PM tools.

Other IntegrationsRemote

SpecLeft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

Developer ToolsPython

Speclock

Stop AI from breaking code you told it not to touch. Enforces .cursorrules, CLAUDE.md, and AGENTS.md — not just suggests. Zero-config: npx speclock

Developer ToolsGo

Specmate

BSV coding knowledge engine for AI agents — pre-compile traps and post-compile diagnosis.

Other Integrations

Specmcp

Live access to gematik Telematikinfrastruktur (TI) specs and certification requirements.

Other IntegrationsRemote

SpecMgr

An artifact manager for system specifications.

Other Integrations

Spec Migrator 2511

Part of the StudioMeyer MCP Stack — Built in Mallorca 🌴 · ⭐ if you use it

Other Integrations

Specnavigator

MCP server for navigating Model Context Protocol specifications with dynamic markdown tree generation

Developer ToolsTypeScript

Specpack

Audit and write CLAUDE.md / AGENTS.md / Cursor rules; generate full build specs for new projects.

Other IntegrationsRemote

SpecPilot

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

Developer ToolsRemote