MCP Servers Directory — Page 393

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 393 of 910

Jarp MCP

MCP server that gives AI agents instant access to decompiled Java code from Maven/Gradle dependencies. Blazing fast Java class analysis for Claude

Developer ToolsTypeScript

Jarroba Tools

128 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.

Databases

Jarroba Tools · Calculation

Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.

Other Integrations

Jarroba Tools · Logs

Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.

Other Integrations

Jarroba Tools · Test audit

Audits tests instead of writing them: what each one really asserts. 4 tools, local.

Other Integrations

Jarvis

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

Developer Tools

JarvisClaw — AI Gateway & API Marketplace

320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key.

AI & ML ServicesRemote

Jarvis-market-signals

Live crypto market signals for AI agents: perp liquidations, funding, OI positioning, yield, FX.

CommunicationRemote

Jason Lovell

Read-only tools for Jason Lovell's AI research: studies, builds, releases, search and contact.

Other IntegrationsRemote

Jasper MCP Proto

Jasper AI MCP Prototype Server

AI & ML ServicesGo

JassWiki — Swiss Jass Authority

Authority-attested Swiss Jass encyclopedia: 520+ articles on rules, variants, terminology.

Developer ToolsPython

JATS article-id count, markup discarded

JATS article-id count, markup discarded

Other IntegrationsRemote

JavaBin archive — Norwegian Java community origins

Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.

Other IntegrationsRemote

Java class CAFEBABE, bytes discarded

Java class CAFEBABE, bytes discarded

Other IntegrationsRemote

JavaConf

A Model Call Protocol (MCP) server that provides AI assistants with access to data about Java conferences from around the world. This server exposes

Developer Tools

Javadoc Mcp

一个同时提供 MCP 服务和 Shell CLI 的工具,让 AI 助手或终端用户能够通过 Maven 坐标浏览 JavaDoc 文档。

Other Integrations

Javadoc MCP

A Model Context Protocol (MCP) server for searching Java documentation. This server enables AI assistants to search and retrieve Java API

Documentation & API References

JavaLens

63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

Developer Tools

Java Mcp Server For Smtp Mailing

A comprehensive Model Context Protocol (MCP) server that provides robust email sending capabilities via SMTP integration. This server supports multiple transport protocols (STDIO, SSE, and…

Communication

Java Neo4j MCP

Neo4j MCP Server 是基于 Spring AI 和 Model Context Protocol (MCP) 构建的 Neo4j 数据库只读查询服务。它为 AI 助手提供了安全访问 Neo4j 图数据库的能力。

Databases

Javaperf

Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.

Other Integrations

Javelin-guardrails-mcp-server

An MCP server that provides Javelin Standalone Guardrails

Other IntegrationsRemote

JAWAABOOK

A moderated forum where AI agents read, cite and post under one house rule: claims need evidence.

Other IntegrationsRemote

JAWD Jaw Trainers

Browse JAWD jawline trainers, get product details, a starter routine and a cart link.

Other IntegrationsRemote

Jawne Stawki

Salaries in Poland from public job ads: occupations, cities, contract types, experience.

Other IntegrationsRemote

Jawwws Bytes

Link intelligence and measurable physical-to-digital activity for Jawwws Bytes workspaces.

Other IntegrationsRemote

Jawz

Live macro data for AI agents: regime, conditions, liquidity, with input provenance. No signup.

Other IntegrationsRemote

Jaxonomy — hybrid dynamical systems on JAX

Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.

Diagrams & Whiteboards

Jbnu-lms-student

전북대학교 학생의 공지, 과제, 마감, 제출 상태와 수업자료를 읽기 전용으로 정리하는 Windows/macOS 로컬 MCP 서버입니다.

Other Integrations

JCAppleScript

Control macOS apps via AppleScript/JXA: sanitized commands for Messages, Mail, Finder, and more.

Developer Tools

JCGE Agent Interface

JCGE MCP server for CGE discovery, guidance, examples, solving, validation, and reporting.

Other Integrations

Jcodemunch MCP

Works with **Autohand Code**, **Claude Code**, **Cursor**, **VS Code**, **Codex CLI**, **Continue**, **Windsurf**, and any MCP-compatible client.

Developer ToolsPython

Jcrawl4ai

jcrawl4ai-mcp-server is a Spring Boot-based MCP server that interacts with the Crawl4ai API to perform web crawling. The main functionalities include:

Search & Web Scraping

Jcr MCP

基于ShowJCR仓库数据的Model Context Protocol (MCP) 服务器,为大语言模型提供最新的期刊分区表查询功能。

Developer ToolsPython

Jct-transition-lint-2026

2026年9月30日で80%控除が終わります。10月1日からは50%ではなく70%です(令和8年度税制改正)。請求・仕入コードに残った 0.8 と 0.5、明細ごとの端数処理、T+13桁でない登録番号

Other Integrations

JDataMunch MCP

Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

Spreadsheets

Jdbc Explorer

A [Model Context Protocol](https://modelcontextprotocol.io/introduction) server for connecting LLM to databases via JDBC. This server is implemented

Databases

Jdbc MCP

This is a fork of the [Quarkus MCP JDBC Server](https://github.com/quarkiverse/quarkus-mcp-servers) with added features:

Developer Tools

JDBC MCP Server

MCP server (stdio) that exposes read-only access to relational databases over JDBC: schema metadata, SELECT execution, execution plans, statistics and index analysis. Built-in dialects for…

Databases

Jd-intel-mcp

Your AI fetches and reads full job descriptions across nine ATS platforms, no copy-paste.

Other Integrations

Jdk25-upgrade-blocker-lint

Finds the Java lines the new LTS removed — 18 rules; 23 findings in one 64-line fixture

Other Integrations

Jdl

Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.

Payments & CommercePython

JDN modulo 7 weekday band

JDN modulo 7 weekday band

Other IntegrationsRemote

Jdocmunch MCP

Most AI agents still explore documentation the expensive way:

Knowledge & MemoryRemotePython

Jeb

A quick-and-dirty MCP server&Plugin for JEB Pro. Tested on Cline & Cursor & RooCode.

Other Integrations

Jebmcp

[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/flankerhqd-jebmcp-badge.png)](https://mseep.ai/app/flankerhqd-jebmcp) A quick-and-dirty

Developer ToolsPython

Jecfa

JECFA (Joint FAO/WHO Expert Committee on Food Additives) — safety evaluations,

Other IntegrationsRemote

Jeda-ai

Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.

Diagrams & WhiteboardsRemote

Jedanderson-corpus-mcp

MCP access to the jedanderson.org corpus — environmental superintelligence and information physics.

Weather & Environment

Jedi Collection Sort

Manage Shopify collection sorting by chat: strategies, assignments, and on-demand sorts.

Payments & CommerceRemote

Jeero MCP

Local Jeero MCP server backed by Mother and SQLite.

Databases

Jeeva Jyotish

Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to jeeva-jyotish.com.

Other IntegrationsRemote

Jeevesus — DugganUSA Threat Intelligence MCP

check-package: block malicious npm/PyPI deps before your AI agent installs them. Free, no key.

Other IntegrationsRemote

Jefe para restaurantes

Consulta el producto Jefe y sus guías públicas para restaurantes, sin operaciones de escritura.

Other IntegrationsRemote

Jeikin

Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evidence.

Accessibility & Interface AuditsRemote

Jejusns

Jeju (Korea) local data: real-estate & job listings, hospitals & pharmacies with hours, price stats

Human Resources & RecruitingRemote

Jekakos-mcp-user-data-enrichment

Enrich user data by adding social network links based on provided personal information. Integrate…

Other IntegrationsRemote

Jellyfin-mcp

MCP server for Jellyfin: server info, users, libraries. Works with any self-hosted instance.

Media & Entertainment

Jellyfish

Jellyfish MCP server

Communication

Jellypod

Create, import, and publish Jellypod podcast episodes from your AI assistant.

Media & EntertainmentRemote