MCP Servers Directory — Page 652

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 652 of 910

PutRoots

SF move agent: rentals with sources, no-SSN banking routes, and your move plan and drafts.

Real Estate & PropertyRemote

Puzld.Ai

Multi-LLM orchestration framework with agentic execution, memory/RAG, and training data generation

AI & ML ServicesTypeScript

Puzzle

Startup accounting: cash, burn, runway, financial statements, transactions, bills and invoices.

Finance & Market DataRemote

Puzzlebox

An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.

Developer Tools

PuzzleTide

Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.

AI & ML ServicesTypeScript

puzzletide-cli

Word search generator, crossword generator, and sudoku generator + solver in one local-first puzzle generator CLI — with printable PDF worksheets, starter word banks, verifiable LLM evals, and…

Games & Game Development

Pvgis

PVGIS MCP — EU Joint Research Centre PV system modeler

Other IntegrationsRemote

Pvpc-mcp-server

Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

Other Integrations

PVPWire

Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2, plus live signal.

Communication

PV Solaire Énergie — Estimation solaire et devis (France)

Rooftop solar potential, RGE installer search and quote requests. France only, no API key.

Other IntegrationsRemote

Pwa

Automates PWA asset generation and image declaration. Automatically generates icon and splash screen images, favicons and mstile images. Updates

Browser AutomationGo

PWA Debug Layer

Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.

Browser Automation

Pwsh-exec-mcp

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

Other Integrations

PXL8 verified fight records

Verified fight records for AI assistants: look up a fighter or fight card, cite the pxl8.io page.

Other IntegrationsRemote

Pxtree

Measures how a webpage actually renders and prints it as compact text for AI coding agents.

Developer Tools

PyAI Voice AI

Speech, transcription, voice agents, Trace, Recap, dubbing and narration with browser OAuth.

AI & ML ServicesRemote

Pyapple MCP

A Python implementation of Apple-native tools for the [Model Context Protocol (MCP)](https://modelcontextprotocol.com/docs/mcp-protocol), providing

Documentation & API ReferencesPython

Pybaseball MCP Server

A Model Context Protocol (MCP) server that provides comprehensive MLB baseball statistics with video highlights through the pybaseball library.

Other Integrations

Pybullet

A Model Context Protocol (MCP) server that enables AI assistants to interact with PyBullet physics simulations. Build physics-based projects through

Productivity & Project ManagementPython

PyChroma MCP

PyChroma MCP connects a local ChromaDB collection to an assistant for document ingestion, embedding configuration and semantic retrieval.

DatabasesPython

Pydantic

Model Context Protocol tool calling support for Pydantic AI

Developer Tools

Pydantic Rpc

Below is an example of a simple gRPC service that exposes a [PydanticAI](https://ai.pydantic.dev/) agent:

Developer ToolsPython

Pydio-mcp

Pydio Cells workspaces and tree statistics.

Other Integrations

PyEuropePMC

Search and analyse scientific literature across Europe PMC, PubMed, arXiv, and ClinicalTrials.gov

Research & Scientific Computing

Pyfastmail MCP

An [MCP](https://modelcontextprotocol.io/) server that gives AI assistants full access to your Fastmail account — email, contacts, calendars, and

Communication

Pyfile LLM & Data API

Pay-per-call LLM chat plus data tools: DNS, crypto, Base gas, Wikipedia. x402 USDC or Lightning.

Cloud & DevOpsRemote

Pyghidra

Token-efficient Ghidra RE: decompilation, Swift/ObjC, ELF/Mach-O, async progress

Developer ToolsPython

Pyghidra Mcp

MCP is a unified interface that allows language models, development tools (like VS Code), and autonomous agents to access structured context, invoke tooling, and collaborate intelligently. Think of…

Developer ToolsRemote

Pygithub

A Model Context Protocol server that provides tools for interacting with the GitHub API through PyGithub. This server enables AI assistants to

Developer ToolsPython

Pyjab-mcp

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Developer Tools

Pykrx-mcp

Korean stock market data (KOSPI/KOSDAQ) with ETF tracking and fundamental analysis

Finance & Market Data

Pylo

Query and analyze your pylo data. Changes become proposals you approve in the pylo admin UI or API.

Other IntegrationsRemote

Pylon

20+ pay-per-request APIs for AI agents — screenshots, web scraping, PDF, OCR, search, QR codes, translation & more. No API keys needed. Pay with USDC

Search & Web ScrapingRemote

Pylon-mcp

MCP server for Pylon customer support platform

Customer Support & Help Centers

Pylon SEO

Audit, rank-track and analyze SEO for sites via an authenticated MCP server.

SEO & Website AuditsRemote

Pylos-mcp

Anyone in the world can put text in your inbox, and the moment an AI assistant reads that inbox, anyone in the world can put text in front of your assistant. pylos-mcp is built around that fact. It…

Communication

Pymaia

Growth analytics for LatAm ecommerce: MercadoLibre, Tiendanube, Shopify, Meta Ads and Google Ads.

Payments & CommerceRemote

Pymcp

A lightweight, flexible implementation of the Model Context Protocol (MCP) for Python applications, specializing in robust HTTP/SSE transport.

AI & ML ServicesPython

Py MCP Collection

Assorted Python MCP Servers

Developer Tools

Py MCP Line

A Model Context Protocol server implementation in Python that provides access to LINE Bot messages. This server enables Language Models to read and

AI & ML ServicesPython

Py MCP Mssql

A Model Context Protocol server implementation in Python that provides access to Microsoft SQL Server databases. This server enables Language Models

DatabasesPython

Py MCP Youtube Toolbox

An MCP server that provides AI assistants with powerful tools to interact with YouTube, including video searching, transcript extraction, comment

Media & EntertainmentPython

PyMemoryEditor

A pure-Python library (built on ctypes) that lets you inspect, modify and search the memory of any running process in a few lines of Python — Cheat Engine workflows on Windows, Linux and macOS!

Other Integrations

Pymol MCP

PyMOL-MCP connects PyMOL to Claude AI through the Model Context Protocol (MCP), enabling Claude to directly interact with and control PyMOL. This

Developer ToolsPython

Pymupdf

PyMuPDF compiled to WebAssembly - Full PDF manipulation in the browser

Browser Automation

Pymupdf4llm

PyMuPDF Utilities for LLM/RAG

AI & ML ServicesPython

Pynet-mcp-bridge

MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.

Other Integrations

Pyobfus

A Python code obfuscator built with AST-based transformations. **Supports Python 3.9 through 3.14**. Provides reliable name mangling, string

Developer ToolsPython

Pyodide

The Pyodide JavaScript package

CommunicationRemotePython

Pypi

PyPI MCP — wraps the Python Package Index (PyPI) JSON API (free, no auth).

Other IntegrationsRemote

PyPI

🔍 Enabling AI assistants to search and access PyPI package information through a simple MCP interface.

Developer ToolsPython

Pypi-mcp

Keyless MCP server for PyPI: Python package versions, summaries, authors, requirements, release...

Other Integrations

Pypi Query

A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking.

DatabasesPython

pypi-query-mcp-server

A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking.

Other Integrations

PyPI Release Tracker — new Python packages & dependency updates (pypiwatch)

PyPI releases: Python package versions, daily. Register in-session — free testnet funds.

Other IntegrationsRemote

Pypreset

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

Cloud & DevOpsPython

Pyproject-release-gate

19 date-aware checks on the [project] metadata that decides whether your next release uploads

Other Integrations

Pyproject.toml table count, body discarded

pyproject.toml table count, body discarded

Other IntegrationsRemote

PyreCrawl

PyreCrawl speaks MCP (Model Context Protocol), the standard tool interface for Claude, Cursor, VS Code, Codex, OpenCode, Hermes, and any MCP-compatible agent.

Search & Web Scraping

PYRESEC - AI Code Security Auditing

AI code security audits via x402 USDC: $0.01 scans, $0.50 audits, $5 auto-fixes. SAST/SCA.

Other IntegrationsRemote