MCP Servers Directory — Page 653

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 653 of 910

Pyrimid

<strong>Agent-commerce infra for paid MCP tools and x402 AI/API products on Base.</strong>

Cloud & DevOpsTypeScript

Pyscn

Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.

Other Integrations

PyScrappy

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

Search & Web ScrapingPython

PySide6 MCP

Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs.

Browser Automation

Pyslang-mcp

Compiler-backed read-only Verilog and SystemVerilog project analysis.

Developer Tools

Py Sound MCP

A Model Context Protocol (MCP) implementation that plays sound effects for Cursor AI and other MCP-compatible environments. This Python

Knowledge & MemoryPython

Pyspark-mcp

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Databases

Pytaiga MCP

The Taiga MCP Bridge is a powerful integration layer that connects [Taiga](https://taiga.io/) project management platform with the Model Context

Productivity & Project ManagementPython

Pytest-deprecation-lint

Marks the lines in your test suite that current pytest no longer runs — and the config keys it silen

Software Testing & QA

Pytest Mcp Server

A Model Context Protocol (MCP) server for debugging pytest failures using systematic debugging principles.

Developer Tools

Pyth-hermes-mcp

Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.

Blockchain & Web3Remote

Pythia

Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.

Developer ToolsPython

Pythia-oracle-mcp

Every smart contract deserves intelligence, not just data. On-chain indicators via Chainlink.

Blockchain & Web3

Python

A cookiecutter template for quickly bootstrapping a Python-based MCP server.

Developer ToolsPython

Python Code Reviewer

Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.

Other IntegrationsRemote

Python Code Validator

A hosted service that proves AI-generated Python does what you asked. State the intent — assertions or doctest lines — and the code is run against it inside a container with no network and a…

File Systems & StorageRemote

Pythondev-pro-egw_writings_mcp_server

Search Ellen G. White’s writings by keyword to surface relevant quotations. Retrieve exact passage…

Other IntegrationsRemote

Python Docs

Local, read-only MCP retrieval over official Python standard library docs.

Documentation & API ReferencesRemotePython

Python egg-info key count, body discarded

Python egg-info key count, body discarded

Other IntegrationsRemote

Python Exec Sandbox

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

Cloud & DevOpsPython

Python identifier charset, value discarded

Python identifier charset, value discarded

Other IntegrationsRemote

Python Interpreter Mcp

A Model Context Server providing simple features to automate python script execution via LLMs.

Other Integrations

Python Interpreter MCP

A Model Context Protocol (MCP) server that provides Python code execution capabilities through a REST API interface.

Developer ToolsPython

Python Jira

Enables AI models to interact with Jira through a standardized Model Context Protocol (MCP).

Productivity & Project ManagementPython

python-mcp

This MCP (Model Context Protocol) server provides tools for extracting and analyzing Python code structures, focusing on import/export relationships between files. This is a lightweight…

Other Integrations

Python-mcp

The files-com-mcp Python package lets your AI application interact with Files.com. It is for local use only and supports STDIO only: your MCP client starts the package as a subprocess on the same…

Communication

Python MCP Sandbox

Python MCP Sandbox is an interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in

Cloud & DevOpsPython

Python MCP Server

A Model Context Protocol (MCP) server for executing Python code and managing Python environments. This server allows Claude and other LLMs to run Python code, manage files, and work with Python…

Code Execution & Sandboxes

Python Mcp Server Sample

Python Mcp Server Sample is an MCP server on MCP.so — view details, tools, and install instructions.

Other Integrations

Python MCP Server Starter Template

A template repository for creating Python applications using the Model Context Protocol (MCP) and the MCP Python SDK.

Other Integrations

Python MCP Server Template

A template repository for creating VS Code Model Context Protocol (MCP) servers using Python. This template follows patterns and best practices established by production MCP servers.

Developer Tools

Python Notebook MCP

<h1>Python Notebook MCP</h1> MCP server enabling AI assistants to interact with Jupyter notebooks through the Model Context Protocol.

Developer ToolsPython

Python Package Runtime Test

Hosted Python sandbox for package runtime verification: pip install and usable-import evidence.

Other IntegrationsRemote

Python Runner MCP Server

A Python code execution server based on the FastMCP framework, designed specifically for data science and machine learning workflows.

Code Execution & Sandboxes

Python Sandbox

A MCP server that enables LLMs to run python code safely in isolated Docker containers.

Cloud & DevOpsPython

PythonServerMcp

This project implements an MCP (Model Context Protocol) server that provides cryptocurrency price information. The server is built using Python and

Cloud & DevOpsPython

Python Ssh MCP

An SSH MCP server built in Python on top of FastMCP. The goal: give an LLM real SSH access to many hosts while keeping fine-grained control over what

Cloud & DevOpsPython

Python string escape count, input discarded

Python string escape count, input discarded

Other IntegrationsRemote

Python unicode-escape count, input discarded

Python unicode-escape count, input discarded

Other IntegrationsRemote

Python-version

An MCP server that provides [describe what your server does]

Other Integrations

Python 从0到1构建 & Client

支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

AI & ML ServicesPython

Pyth Pro MCP Server

Real-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets.

Other IntegrationsRemote

py-ue5-mcp-server

This repository contains a Model Context Protocol (MCP) Python server that enables Claude to interact with Unreal Engine 5 through natural language. By leveraging the Remote Control API, this integration allows you to…

Other Integrations

Pyunto Diary

Read, search and write your encrypted Pyunto diary from Claude. Decrypts only on your own machine.

Other Integrations

Pyvista

This repository contains a PyVista-based MCP (Model Context Protocol) server. It demonstrates the integration of PyVista for 3D visualization with

Developer ToolsPython

Pyxel MCP

MCP server for Pyxel, a retro game engine for Python

Games & Game DevelopmentPython

Pyzotero

Python wrapper for the Zotero API

Research & Scientific ComputingPython

Pz

MCP Server for Project Zomboid mod development

DatabasesTypeScript

PZERO

Prepaid inference for agents over hosted MCP. Chat, image, and video.

Other IntegrationsRemote

Q

Quantum-inspired keyring for AI coding agents with superposition, entanglement, and tunneling.

Developer ToolsRemote

Q

Model Context Protocol server for sociological research into QAnon

Developer ToolsPython

Q1 Crafter Mcp

Add to your Claude Desktop configuration file:

Other Integrations

Q402-mcp

Q402 - gasless payments, yield, escrow, bridge & NAV triggers on 12 EVM chains. Sandbox-default.

Payments & Commerce

Qa

QA-MCP: Test Standardization & Orchestration Server - MCP server for test case generation, quality control, and Xray integration

Developer Tools

QACAT

Translation QA: automated checks, AI evaluation, linguistic review, and visual in-context testing.

Translation & LocalizationRemote

QAE Safety Certification

Deterministic pre-execution safety certification for autonomous AI agents.

Other Integrations

Qai-consultant-mcp

Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.

Other Integrations

Qalimo

Gestion locative française : biens, locataires, baux, quittances, comptabilité. OAuth 2.1.

Other IntegrationsRemote

Qampi

LinkedIn outreach from your agent: find prospects, add leads, run campaigns, read results.

Social Media & Marketing

Q-Anon Posts/Drops MCP Server

An MCP (Model Context Protocol) server that provides access to a dataset of Q-Anon posts for anthropological/sociological research. This server allows AI assistants like Claude to search, filter, and analyze the Q-Anon…

Other Integrations