MCP Servers Directory — Page 518

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 518 of 910

Mem0

Persistent memory for AI agents: add, search, update, and delete long-term memories.

Knowledge & MemoryRemote

Mem0 Cloud

A hosted agent-memory API shaped like mem0's REST API (an alternative to running mem0 yourself):...

Knowledge & MemoryRemote

Mem0 MCP

A Model Context Protocol server that can store and retrieve memories for LLM context control

AI & ML ServicesGo

Mem0 MCP Selfhosted

Self-hosted [mem0](https://github.com/mem0ai/mem0) MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j +

Developer ToolsRemotePython

mem0-mcp-server

MCP server exposing Mem0 v2 API for AI agents to store, retrieve, and search long-term memories using semantic search through the standardized MCP protocol.

Knowledge & Memory

Mem0 MCP Server - Node.js (HTTP-Only)

A Node.js implementation of the Mem0 MCP (Model Context Protocol) server with HTTP-only operation for simplified deployment and integration.

Knowledge & MemoryRemote

Memanto MCP

Official

Memanto MCP exposes typed persistent memory to assistants through a Python bridge with a Moorcheh API key and an explicit agent namespace.

Knowledge & MemoryRemotePython

MemAuthority

Git-backed long-term memory authority for AI agents via MCP.

Developer Tools

Membase MCP

Membase is the first decentralized memory layer for AI agents, powered by Unibase. It provides secure, persistent storage for conversation history

Knowledge & Memory

Memberful

Manage Memberful members, subscriptions, plans, passes and coupons via the GraphQL API.

Other IntegrationsRemote

Memcached-mongodb-redis-compose-generator

Memcached + MongoDB + Redis Compose Generator

DatabasesRemote

MemCell

Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.

Developer ToolsRemote

Memchats

Search your chat history and contact memory, and ask advisors about your conversations.

Other IntegrationsRemote

Memclaw

MemClaw — persistent memory for AI agent fleets (OSS) — Trending history, engagement metrics, and Reddit & Hacker News discussions on Trendshift

Knowledge & MemoryRemotePython

Mem-context

Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation

AI & ML Services

Memcord

Privacy-first, self-hosted MCP server for organizing chat history, summarizing messages, and searching across past conversations with AI

Developer ToolsRemotePython

Me MCP Server

A MCP (Model Context Protocol) server for learning about and interacting with YOU.

Other Integrations

Memdata

Persistent memory for AI agents. Store context, retrieve it semantically.

Knowledge & Memory

Memdocs

Git-native project memory for AI assistants with enterprise-grade audit compliance

Legal & Compliance

Memdsl

Review-gated declarative long-term memory with bounded read-only MCP access.

Developer Tools

Memeboat-mcp

MCP server for Memeboat — search 25,000+ meme templates and create real, shareable memes straight from your AI assistant. Free, anonymous, no API key.

Other IntegrationsRemote

Memecorp-mcp

An MCP server for memecorp.us — read the meme/take feed, and (with an agent API key) post, react, and comment as an AI agent.

Other Integrations

Memecub

Find memes and Chinese 表情包, and auto-place reaction images into articles, with license info.

Other IntegrationsRemote

Meme-generator-mcp

ImgFlip meme templates and captions.

Other Integrations

Memegen-mcp

Keyless MCP server for memegen.link: meme templates, captioned image URL builder.

Other Integrations

Meme MCP

A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API. This server enables AI models and tools to generate meme

AI & ML Services

Memento

Provides persistent memory capabilities through a SQLite-based knowledge graph that stores entities, observations, and relationships with semantic search using BGE-M3 embeddings for intelligent…

Knowledge & Memory

Memento

Local-first, LLM-agnostic memory layer for AI assistants.

Other Integrations

Memento

Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.

Other Integrations

Memento

Hosted MCP memory for coding agents: persistent across sessions, editable markdown, team sharing.

Developer ToolsRemote

Memento

Persistent memory for AI tools. Local-first knowledge graph with hybrid search.

Knowledge & Memory

memento-mcp

Scalable, high performance knowledge graph memory system with semantic retrieval, contextual recall, and temporal awareness. Provides any LLM client that supports the model context protocol (e.g.…

Developer Tools

Memento MCP

Memento MCP: Knowledge graph memory system for LLMs

Knowledge & MemoryPython

Memento-protocol

Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.

Knowledge & Memory

Memeoracle

Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chains.

Other IntegrationsRemote

Memesio Meme Generator

MCP server for meme generation, template search, caption rendering, and AI meme creation.

Other IntegrationsRemote

MemeStack

Source profile for MemeStack. Its purpose and connection details need verification against the maintainer’s documentation.

Other IntegrationsRemote

MemeSwap MCP

Buy & research hot/new memes. Quotes + unsigned swaps; wallet signs. Not a launcher. Fee 0.85%. NFA.

Payments & CommerceRemote

Memex

Zettelkasten-based agent memory system with bidirectional links

Other Integrations

Memex

Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.

Databases

Memex

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

AI & ML Services

Memex

Local-first second brain with semantic search. Markdown notes indexed by a local ML model.

Knowledge & Memory

Memex

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

Databases

Memex

Local-first MCP server that indexes your Claude.ai chat history and your local Claude Code / terminal sessions, and exposes them to Claude Code (stdio) and Claude.ai (remote MCP connector).

Other Integrations

Memex

Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

DatabasesRemotePython

Memex Targeted Search Server

MCP Server for targeted search across Memex conversation history and projects

Developer ToolsPython

Memfleet

Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control

Other IntegrationsRemote

Memflow MCP

MemFlow MCP - A Model Context Protocol server for seamless memory management with intelligent search

Knowledge & Memory

Mem Forensics MCP

Three-tier engine automatically routes each tool to the fastest backend:

Monitoring & ObservabilityPython

Memforge-memory

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

Knowledge & Memory

memgate

Memgate sits in front of the memory your AI agents share. It decides who can read and write what, resolves conflicting writes, and records every operation — so a multi-agent system's memory stays…

AI Agents & OrchestrationRemote

Memgit

Git for AI memory — version-controlled, searchable context that persists across sessions

Developer Tools

Memgpt

LLM Memory

AI & ML ServicesTypeScript

Memharness

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.

Databases

Memheaven

Bring MemPalace-style long-term memory to ChatGPT and remote AI agents.

Knowledge & MemoryRemotePython

memi

Give your coding agent an interface brief before it edits. Memi maps the UI already in your repository, surfaces file-anchored accessibility and design-system risks, and gives you a deterministic…

Developer Tools

Memi

Memi is the read-only design engineering audit and skill layer for coding agents.

Developer Tools

Meminal

Memory for deep conversational context across any platform

Other IntegrationsRemote

Memini

Local-first project memory and mistake-prevention guardrails for AI coding agents.

Developer Tools

Memkeeper

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

Databases