MCP Servers Directory — Page 519

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

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memlane-mcp

Connect Memlane, your personal library of saved links and notes, to AI assistants that support local MCP servers.

Other Integrations

Memlord

<h2 align="center">Self-hosted MCP memory server for personal use and teams</h4>

Knowledge & MemoryRemotePython

Memnode

Persistent, inspectable memory for AI agents with lineage, correction, and a hosted MCP endpoint.

Other IntegrationsRemote

Memo

Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.

DatabasesPython

Memo AI – meeting assistant

Search transcripts and summaries of your meetings, calls, and recordings in Memo AI

Meetings & Transcripts

Memocall

Recall past Claude Code conversations from any project as clean, compact Markdown.

File Systems & StorageTypeScript

MemoCat — Shared AI Memory

One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

Knowledge & Memory

Memocore

Shared memory for all your AI agents, your whole team and every MCP client — save, search, recall.

Other IntegrationsRemote

Memoer

MCP server for Memoer

DatabasesTypeScript

MemoFS MCP Server

Persistent memory and virtual filesystem MCP server for AI agents.

File Systems & StorageRemote

Memograph

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Knowledge & Memory

Memoir

Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.

Knowledge & Memory

Memoir

Structured session journals for AI agents. Persistent memory across sessions.

Knowledge & Memory

Memoire

Shadcn-native Design CI for Tailwind apps with registry export and MCP UI tools.

Developer Tools

Memoire partagee

Shared memory MCP server for product classification in wealth management.

Other IntegrationsRemote

Memoize — persistent agent memory

Persistent cross-session memory shared by Codex, Claude Code, ChatGPT, and other AI agents.

Other IntegrationsRemote

Memoket

Memoket — access your recording transcripts, summaries, and key takeaways over MCP.

Other IntegrationsRemote

Memol

Search, read, create and edit your Memol notes from Claude. Team note-taking with AI search.

Knowledge & MemoryRemote

Memora

Two paths. pip is a local stdio child the client spawns. A container is a detached HTTP service you start with up; with MEMORA_DATABASES it serves multiple stores from one process. The LaunchAgent…

DatabasesRemote

Memora

Turn any conversation into an interactive study session, right inside Claude Desktop. Ask Claude to make a deck and it generates the cards, then renders them as an inline review you can click…

Education & Learning

Memora

<sub><sub><i>"You never truly know the value of a moment until it becomes a memory."</i></sub></sub>

AI & ML ServicesRemotePython

Memoraeu Server

MemoraEU est un serveur de mémoire auto-hébergeable pour les assistants IA. Il implémente le [Model Context Protocol

Developer ToolsRemotePython

Memoria

Monorepo for Memoria MCP server, website, and API

Developer Tools

Memorials

Create and look after online memorials for people and pets who have died.

Other IntegrationsRemote

Memoric

Provenance-first database for teams and agents: every value carries sources, rules and coverage.

DatabasesRemote

Memories With Lessons

MCP server for enabling memory for Claude through a knowledge graph

Knowledge & Memory

Memori MCP

Memori MCP server — persistent AI memory with recall and augmentation tools

Knowledge & MemoryPython

Memorious MCP

A 100% local & private semantic memory MCP (Model Context Protocol) server for AI assistants. Built with ChromaDB for vector similarity search and FastMCP 2. Runs entirely locally - no data ever…

Knowledge & Memory

Memorix

Local-first shared memory layer for AI coding agents across MCP clients, Git history, reasoning context, and project sessions.

Developer Tools

Memoro

Personal AI memory layer on your own computer. Read/write durable memory across MCP clients.

Other Integrations

Memors

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

Developer Tools

Memory

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

Knowledge & Memory

Memory

Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

Other IntegrationsRemote

Memory

Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.

Knowledge & Memory

Memory

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when

Knowledge & Memory

Memory

Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

Knowledge & Memory

Memory

Persistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.

Other IntegrationsRemote

Memory

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

DatabasesPython

Memory

MCP server for memory search. Features record memory, search memory, add knowledge. From MEO...

Knowledge & Memory

Memory

MCP server for remote management of project memory banks

Knowledge & MemoryTypeScript

Memory

[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/evangstav-python-memory-mcp-server-badge.png)](https://mseep.ai/app/evangstav-python-memor

Knowledge & MemoryPython

Memory

Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.

Knowledge & MemoryRemote

Memory

Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

Knowledge & MemoryRemote

Memorybank

An MCP server for a memory_bank knowledge base. It seeds one from nothing, gates every write against the rules the bank itself declares, routes to the right document without reading the bank, and…

Developer Tools

Memory Bank

# Memory Bank MCP Server This is a Model Context Protocol (MCP) server designed to manage project-specific "memory bank" data. It utilizes an SQLite

Databases

Memory Bank MCP Server

This MCP server helps to build structured documentation system based on Cline's Memory Bank pattern for context preservation in AI assistant environments.

Other Integrations

Memory Bank MCP With Remote SSH Support 🧠

MCP Server with Remote SSH support

Knowledge & MemoryTypeScript

Memory-boost

Markdown memory for coding agents that audits itself: drift reports and session digests.

Developer Tools

MemoryCareHomes

Licensed memory care homes in the UK and US.

Other IntegrationsRemote

Memorydetective

iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

Developer Tools

Memory Engine MCP

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

DatabasesPython

Memory Fabric

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

Other Integrations

Memory-find

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

Developer Tools

Memory for AI

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Knowledge & Memory

Memory-fts

Long-term memory MCP server for Claude Code. Stores facts in a local SQLite database with hybrid search (FTS5 + semantic vector similarity) and automatic context injection.

Knowledge & Memory

Memory (Go)

A Model Context Protocol server that provides knowledge graph management capabilities.

Knowledge & MemoryRemoteTypeScript

Memory Graph

<strong>Graph-based Memory CLI for AI Coding Agents</strong>

Developer ToolsTypeScript

MemoryGuard

Local-first governed MCP memory backend for coding agents.

Developer Tools

Memory Journal

1. Ensure you have macOS with a Photos library. 2. Install [uv](https://docs.astral.sh/uv/) to manage dependencies and run the server.

Documentation & API References

Memory-journal-mcp

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Knowledge & Memory