MCP Servers Directory — Page 533

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 533 of 910

Mkdshare.DEV

Publish and share access-controlled Markdown documents from any MCP-enabled AI tool.

Other IntegrationsRemote

Mkinf SDK

mkinf SDK to interact with mkinf hub MCP servers

Developer ToolsPython

Mkliniki

Real licensed Kenyan doctors, pharmacy and groceries. AI discovery only, payment held in escrow.

Payments & CommerceRemote

Mkopo

💳 mkopo-mcp — Alternative Credit Scoring MCP Server

Developer Tools

Mkp

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides

Cloud & DevOpsGo

mkslides-mcp-server

An MCP (Model Context Protocol) server for generating HTML slides from Markdown content using the mkslides library.

Other Integrations

Mlab.sh

Bring real-time threat intelligence into your AI workflow. The Mlab MCP server connects Claude, Cursor, or any MCP-compatible client to mlab.sh — an IOC & file intelligence platform built for SOC…

Data Processing & ConversionRemote

Mlatho

An MCP (Model Context Protocol) server that gives AI agents access to the Mlatho service marketplace — Africa's platform for finding and booking vetted service professionals.

Other IntegrationsRemote

Mlb-mcp

Teams, schedules, and standings from the official MLB Stats API. No key required.

Other Integrations

Mlb Sportradar MCP

Model Context Protocol (MCP) server for connecting Claude with the SportRadar MLB API. It provides tools for accessing MLB game data, standings

Developer ToolsPython

Mlb Stats

MLB Stats API MCP — official MLB statistics (keyless).

Other IntegrationsRemote

mldotink-mcp

MCP server for deploying and managing applications on ml.ink.

Developer ToolsRemote

Mlflow

Model Context Protocol (MCP) Server for MLflow Prompt Registry

Developer Tools

Mlflow

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

Monitoring & Observability

MlflowAgent

mcp server for mlflow

Developer ToolsPython

mlflow-mcp

A Model Context Protocol (MCP) server that enables LLMs to interact with MLflow tracking servers. Query experiments, analyze runs, compare metrics, manage the model registry, and promote models to…

Monitoring & Observability

mlflow-mcp-server

A Model Context Protocol (MCP) server that exposes MLflow experiment tracking and model registry operations as tools for AI assistants.

Other Integrations

MLflow : Natural Language Interface For MLflow

mcp server for mlflow

Developer ToolsPython

MLIT Data Platform

本MCPサーバーを利用することで、大規模言語モデル(LLM)と直接連携し、対話形式で直感的にデータを検索・取得することが可能になります。APIに関する専門的な知識がなくても、誰でも簡単に国土交通データプラットフォームから曖昧な指示や複雑な条件設定でデータを検索・取得が可能な、新しいデータ活用のかたちを提供します。

Other Integrations

MLIT Property Prices MCP

MLIT Japan real-estate transaction prices (XIT001) via Apify actor for AI agents and investors.

Developer Tools

Mlola UI

Mlola UI components, tokens and design rules for coding agents, with a markup checker

Developer ToolsRemote

MLP Tax Computation Engine

Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.

Other IntegrationsRemote

Mlua-swarm

MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

Other Integrations

MLX Whisper

Local MCP server for MLX Whisper transcription

AI & ML ServicesPython

MM7 Company MCP

MM7 public B2B MCP: 1C ITS/RRP, requisites, EDI, cloud trial (GRM/Fresh) for AI agents.

Other IntegrationsRemote

MMAudio

AI-powered video-to-audio and text-to-audio generation using MMAudio's advanced AI technology. This Desktop Extension implements the Model Context Protocol (MCP) to provide seamless integration with…

Audio & Speech

MmHg to kilopascals, number discarded

mmHg to kilopascals, number discarded

Other IntegrationsRemote

Mmj-palette

Build a MapLibre style from four anchor colours. Self-hosted maps, no API key.

Developer Tools

mm-mcp

This is a HexagonML MCP server that provides a Model context protocol interface for HexagonML ModelManager tools.

Other Integrations

MMW Managed Memory Workspace

Ultra-fast persistent memory workspace with tenant isolation and cross-model continuity.

Knowledge & MemoryRemote

Mne-docs

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

Documentation & API References

Mnema

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

Knowledge & MemoryRemote

Mnema — AI Memory Layer

Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.

Knowledge & MemoryRemote

Mnema — Shared Brain for You and Your AI Agents

Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale

Documentation & API ReferencesRemote

MNE-MCP

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

Other Integrations

Mneme

Vault-native memory for Claude Code. Markdown is ground truth.

Other Integrations

Mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

Knowledge & MemoryRemotePython

Mneme

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

Developer Tools

Mneme Decision MCP

Local MCP server for architectural decisions, traceability, and non-authoritative proposals.

Other Integrations

Mneme Memory

Cross-session memory for AI coding agents via six tools; local-first SQLite store.

Databases

Mnemex

A Model Context Protocol (MCP) server providing **human-like memory dynamics** for AI assistants. Memories naturally fade over time unless reinforced

Knowledge & MemoryPython

mnemiq

An open-source engine that answers natural-language questions over your database, built so that every stage between the question and the SQL is a setting you can read, change, and measure.

Databases

Mnemo

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Other Integrations

Mnemo

Zero-dependency agent memory: recall, consolidation, and a first-class correction + erasure channel.

Knowledge & MemoryPython

Mnemo

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Other Integrations

Mnemo Cortex

The big AI-memory systems run on millions in venture capital. **Mnemo Cortex was built by one 73-year-old maker** — on Social Security, a $20-a-month

Payments & CommerceRemote

Mnemodb

Persistent agent memory as plain Markdown in your repo - readable, diffable, with provenance.

Other Integrations

Mnemograph

Event-sourced knowledge graph memory for AI coding agents with semantic search

Developer Tools

Mnemolog MCP

Hosted MCP memory and agent control plane for durable conversations, jobs, and operations.

Other IntegrationsRemote

mnemo-mcp

Renamed (2026-09-13): repo is now mnemo — CLI-first (mnemo command). PyPI package stays mnemo-mcp; MCP server remains a secondary surface.

Other Integrations

Mnemom — Trust Ratings for AI Agents

Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

Cloud & DevOpsRemote

Mnemom — Trust Ratings For AI Agents

Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

Cloud & DevOps

Mnemon MCP

Persistent layered memory MCP server for AI agents — SQLite + FTS5 backend

DatabasesPython

Mnemopay Sdk

Production payment infrastructure for AI agents — real Stripe/Paystack/Lightning rails, autonomous shopping with escrow, Agent Credit Score

Payments & CommerceRemotePython

mnemory

Give your AI agents persistent memory. mnemory is a self-hosted MCP server that adds personalization and long-term memory to any AI assistant — Claude Code, ChatGPT, Open WebUI, Cursor, or any…

Knowledge & MemoryRemote

Mnemory

Give your AI agents persistent memory. mnemory is a self-hosted [MCP](https://modelcontextprotocol.io/) server that adds personalization and

Knowledge & MemoryRemote

Mnemos

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Knowledge & MemoryPython

Mnemos

Install once. From then on, your agent builds itself a structured knowledge base of your project — while you code. No prompts to remember, no remember() calls, no API to learn.

Knowledge & Memory

Mnemoscope

Predict context rot, sign every agent write, tier reads. Markdown-native, 100% local.

Other Integrations

Mnemos — memory as a service

Bi-temporal memory-as-a-service and paid agent labor. Pay-per-call USDC via x402; signed receipts.

Other IntegrationsRemote