Pytest

MCP Servers for Pytest

pytest is a Python testing framework that makes it easy to write small, readable tests, and can scale to support complex functional testing.

View all MCP Servers

Why this server?
Used for running tests in the development workflow
YDB MCPofficial
ydb-platform
A
security
A
license
A
quality
Model Context Protocol server for YDB databases that enables AI-powered database operations and natural language interactions with YDB instances from any LLM that supports MCP.
Last updated -
5
17
Python
Apache 2.0
Why this server?
Supports running tests with pytest-style test selectors through custom commands
Deskaid
ezyang
A
security
A
license
A
quality
An MCP server that provides tools for reading, writing, and editing files on the local filesystem.
Last updated -
1
1,241
Python
Apache 2.0
Why this server?
Supports Pytest for testing functionality, ensuring reliable operation of time retrieval and conversion features
MCP Time Server
chrishayuk
A
security
A
license
A
quality
A Python microservice that provides utilities for retrieving current times and converting between different global timezones with robust validation.
Last updated -
Python
MIT License
Why this server?
Supports comprehensive testing of the MCP server functionality, including configuration validation, server operation, and error handling tests.
adx-mcp-server
pab1it0
A
security
A
license
A
quality
AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.
Last updated -
4
32
Python
MIT License
Why this server?
Allows running and parsing Pytest (Python Testing Framework) tests and processing their outputs
Test Runner MCP
privsim
A
security
A
license
A
quality
Facilitates unified execution and result parsing for various testing frameworks, including Bats, Pytest, Flutter, Jest, and Go, through a Model Context Protocol interface.
Last updated -
1
12
TypeScript
MIT License
Why this server?
Supports comprehensive testing capabilities including unit tests, integration tests, and test coverage reporting
Taiga MCP Bridge
talhaorak
A
security
A
license
A
quality
A protocol bridge that connects AI systems to Taiga project management platform, enabling AI tools to create and manage projects, epics, user stories, tasks, issues, and sprints.
Last updated -
60
3
Python
MIT License
Why this server?
Supports testing functionality with pytest as shown in the development workflow, with commands for running different test suites.
MCP Agile Flow
smian0
A
security
A
license
A
quality
A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP.
Last updated -
13
Python
MIT License
Why this server?
Includes test support with pytest for verifying the functionality of the MCP server components.
MCP Server Template for Cursor IDE
jankowtf
A
security
A
license
A
quality
A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
Last updated -
11
2
Python
MIT License
Why this server?
Supports testing of the MCP server during development.
Yellhorn MCP
msnidal
A
security
F
license
A
quality
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
Last updated -
2
3
Python
Why this server?
Supports testing of the server's functionality through pytest, ensuring proper operation of graph visualization features.
Graphistry MCPofficial
graphistry
-
security
A
license
-
quality
GPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.
Last updated -
1
Python
MIT License
Why this server?
Integrates with pytest for testing, making it easier to verify the MCP server functionality during development.
ThingsPanel MCPofficial
ThingsPanel
-
security
A
license
-
quality
An integration server that connects AI models with ThingsPanel IoT platform, allowing AI assistants to interact with IoT devices through natural language for device control, data retrieval, and management operations.
Last updated -
23
Python
Apache 2.0
Why this server?
Used for running tests with commands like 'uv run pytest tests/'
Datetime MCP Server
bossjones
A
security
F
license
A
quality
This server enables users to store, manage, and summarize notes using a custom URI scheme, with functionality to add new notes and generate summaries with varying levels of detail.
Last updated -
3
Python
Why this server?
Provides tools for executing Python tests within a project using tox and pytest. Supports running tests in various modes (all tests, specific test files, individual test cases, or directory-based tests) and different test groups.
Tox Testing MCP Server
that1guy15
A
security
F
license
A
quality
An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
Last updated -
1
4
JavaScript
Why this server?
The server uses pytest for running tests, including server tests with mocked API calls and CLI tests with real API calls.
Govee MCP Server
mathd
-
security
A
license
-
quality
Enables users to control Govee LED devices using the Govee API, with features for turning devices on/off, setting colors, and adjusting brightness through a CLI or MCP clients.
Last updated -
3
Python
MIT License
Why this server?
Used as the default test runner for mutation testing, allowing assessment of test coverage and quality against mutations.
Mutmut MCP
wdm0006
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security
A
license
-
quality
A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.
Last updated -
Python
MIT License
Why this server?
Implements testing framework for validating celestial calculations and time/location utilities.
mcp-stargazing
StarGazer1995
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security
A
license
-
quality
Calculate the altitude, rise, and set times of celestial objects (Sun, Moon, planets, stars, and deep-space objects) for any location on Earth.
Last updated -
Python
MIT License
Why this server?
Supports testing through pytest for validating server functionality.
Container-MCP
54rt1n
-
security
A
license
-
quality
A secure, container-based implementation of the Model Context Protocol (MCP) that provides sandboxed environments for AI systems to safely execute code, run commands, access files, and perform web operations.
Last updated -
4
Python
Apache 2.0
Why this server?
Used for testing contributions to the Root Signals MCP Server codebase.
Root Signals MCP Serverofficial
root-signals
-
security
F
license
-
quality
Root Signals MCP Server
Last updated -
5
Python
Why this server?
Provides test suite integration for validating DICOM MCP functionality.
DICOM MCP Server
ChristianHinge
-
security
A
license
-
quality
Enables AI assistants to query and analyze medical imaging metadata from DICOM servers, including patient information, studies, series, and instances, as well as extract text from encapsulated PDF documents.
Last updated -
33
Python
MIT License
Why this server?
Supports testing of the MCP server implementation with a test suite that can be run to verify functionality.
VoIPBin MCP Server
nrjchnd
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security
A
license
-
quality
A Model Context Protocol server that enables AI models to interact with VoIPBin's VoIP services, supporting features like call management, agent management, campaigns, conferences, and chat functionality.
Last updated -
2
Python
MIT License
Why this server?
Utilizes pytest for testing the MCP server components and functionality.
Computer Control MCP
AB498
-
security
A
license
-
quality
MCP server that provides computer control capabilities including mouse movements, keyboard actions, screenshot capture with OCR, and window management through a unified API.
Last updated -
4
Python
MIT License
Why this server?
Utilizes pytest for unit and integration testing to ensure reliability and functionality of the search and RAG capabilities.
Model Context Protocol Server
arkeodev
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security
A
license
-
quality
Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
Last updated -
Python
MIT License
Why this server?
Integrated with pytest for testing the server functionality and API interactions.
Schwab Model Context Protocol Server
jkoelker
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security
A
license
-
quality
A server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.
Last updated -
2
Python
MIT License
Why this server?
Incorporates Pytest for unit testing and integration testing of AWS resource interactions
AWS Model Context Protocol Server
alexei-led
-
security
A
license
-
quality
A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.
Last updated -
57
Python
MIT License
Why this server?
Mentioned as part of the development workflow, but not as a primary integration target for the MCP server.
MCP-Grep
erniebrodeur
-
security
A
license
-
quality
A server implementation that exposes grep functionality through the Model Context Protocol, allowing MCP-compatible clients to search for patterns in files using regular expressions.
Last updated -
1
Python
GPL 3.0
Why this server?
Integrates with pytest for running tests with coverage reporting during development of the editor.
editor-mcp
danielpodrazka
-
security
A
license
-
quality
A Python-based text editor server built with FastMCP that provides tools for file operations. This server enables reading, editing, and managing text files through a standardized API following a multi-step process.
Last updated -
2
Python
MIT License
Why this server?
Supports debugging pytest modules during test execution, providing breakpoint management and step-by-step debugging capabilities for Python tests.
dap-mcp
KashunCheng
-
security
A
license
-
quality
An implementation of the Model Context Protocol (MCP) that enables interaction with debug adapters, allowing language models to control debuggers, set breakpoints, evaluate expressions, and navigate source code during debugging sessions.
Last updated -
2
Python
AGPL 3.0
Why this server?
Includes test suite integration using pytest for validating server functionality.
Beanquery MCP Server
vanto
-
security
A
license
-
quality
An experimental server implementing the Model Context Protocol to allow AI assistants to query and analyze financial data stored in Beancount ledger files using the Beancount Query Language.
Last updated -
2
Python
MIT License
Why this server?
Supports running tests for the Synapse MCP server using the pytest framework.
Synapse MCP Server
susheel
-
security
A
license
-
quality
A Model Context Protocol server that exposes Synapse Entities (Datasets, Projects, Folders, Files, Tables) with their annotations, enabling programmatic access to Synapse data resources through a RESTful API.
Last updated -
2
Python
MIT License
Why this server?
Used for running tests for the Memory MCP Server during development
Memory MCP Server
evangstav
-
security
A
license
-
quality
Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency.
Last updated -
6
Python
MIT License
Why this server?
Integrates with pytest for running the test suite to validate server functionality.
MCP-Server-IETF
tizee
-
security
A
license
-
quality
A Model Context Protocol server that enables Large Language Models to search and access IETF RFC documents with pagination support.
Last updated -
Python
MIT License
Why this server?
Supports comprehensive testing of TaskMateAI functionality through pytest, including unit tests for task management and MCP tools.
TaskMateAI
NewAITees
-
security
A
license
-
quality
AI-driven task management application that operates via MCP, enabling autonomous creation, organization, and execution of tasks with support for subtasks, priorities, and progress tracking.
Last updated -
Python
MIT License
Why this server?
Supports the testing infrastructure, allowing for property-based and integration tests to validate the functionality of the documentation management system
DevDocs MCP
llmian-space
-
security
A
license
-
quality
A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.
Last updated -
3
Python
MIT License
Why this server?
Implements testing with pytest, enabling automated verification of server functionality and ensuring reliability.
MCP Server
hburgoyne
-
security
F
license
-
quality
A Django-based implementation of the Model Context Protocol (MCP) for managing political preferences and visions for the future.
Last updated -
Python
Why this server?
Integrated for testing the MCP server, including full integration tests that interact with the Daisys platform
Daisys MCP Server
daisys-ai
-
security
F
license
-
quality
A beta server that enables integration with Daisys.ai services via the Message Control Protocol (MCP), allowing AI clients like Claude Desktop and Cursor to use Daisys features through a standardized interface.
Last updated -
3
Python
Why this server?
Supports testing through pytest for validating server functionality and database interactions.
MCP Server for PostgreSQL
asadudin
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security
F
license
-
quality
A Model Context Protocol server implementation that provides a simple interface to interact with PostgreSQL databases, enabling SQL queries, database operations, and schema management through MCP.
Last updated -
Python
Why this server?
Integrated for comprehensive testing of the server functionality with 41 tests available to verify proper operation.
Figma MCP Server
kdoronin
-
security
F
license
-
quality
A Python implementation of the Model Context Protocol server that enables AI assistants to interact with Figma through WebSocket connections, allowing them to read, analyze, and export design data.
Last updated -
1
JavaScript
Why this server?
Provides a comprehensive test suite for validating the functionality of the MCP server's components and tools
Aider MCP Server
disler
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security
F
license
-
quality
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enabling more control over which models handle specific coding tasks.
Last updated -
216
Python
Why this server?
Offers test capabilities for the MCP server implementation, allowing verification of functionality through automated testing.
MCP Server
DPoitrast
-
security
F
license
-
quality
A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.
Last updated -
Python
Why this server?
Offers testing capabilities for validating the functionality of the Solana wallet operations.
Solana Vault MCP
olaxbt
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security
F
license
-
quality
A secure Model Context Protocol server that enables AI assistants to interact with the Solana blockchain without direct access to private keys, supporting operations like balance checking, SOL transfers, and transaction history retrieval.
Last updated -
1
Python
Why this server?
Supports automated testing of the MCP server functionality through the pytest testing framework.
Luno MCP Server
amanasmuei
-
security
F
license
-
quality
A Model Context Protocol server that provides a standardized interface for AI models and applications to interact with the Luno cryptocurrency exchange API for trading operations.
Last updated -
Python
Why this server?
Supports comprehensive testing of the MCP functionality with pytest, including coverage reporting.
Python Apple MCP
jxnl
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security
F
license
-
quality
A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
Last updated -
5
Python
Why this server?
Offers testing framework integration for running the test suite for the Sequential Questioning server
Sequential Questioning MCP Server
bitgeese
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security
F
license
-
quality
A specialized server that enables LLMs to gather specific information through sequential questioning, implementing the MCP standard for seamless integration with LLM clients.
Last updated -
Python
Why this server?
Testing framework used for validating the KOI-MCP integration functionality.
KOI-MCP Integration
BlockScience
-
security
F
license
-
quality
A bridging framework that integrates Knowledge Organization Infrastructure (KOI) with Model Context Protocol (MCP), enabling autonomous agents to exchange personality traits and expose capabilities as standardized tools.
Last updated -
1
Python
Why this server?
Supports testing through pytest for verifying the functionality of the LinkedIn MCP server components.
LinkedIn Model Context Protocol (MCP) Server
Rayyan9477
-
security
F
license
-
quality
A server that enables AI assistants to interact with LinkedIn programmatically for job searching, resume/cover letter generation, and managing job applications through standardized JSON-RPC requests.
Last updated -
1
Python
Why this server?
Provides testing infrastructure for validating OmniMCP functionality
OmniMCP
OpenAdaptAI
-
security
F
license
-
quality
A server that provides rich UI context and interaction capabilities to AI models, enabling deep understanding of user interfaces through visual analysis and precise interaction via Model Context Protocol.
Last updated -
24
Python
Why this server?
Includes testing infrastructure built on pytest, with support for running various test types including browser automation, core workflow, and integration tests
Aerith Admin MCP Server
albeorla
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security
F
license
-
quality
Implements a MANUS-inspired development workflow for RBAC dashboard applications with browser automation capabilities, designed to be accessed by Cursor IDE's MCP integration.
Last updated -
Python
Why this server?
Integrates with Pytest for testing functionality, allowing users to validate the MCP's GitHub integration capabilities.
GitHub MCP Tools
NZenitram
-
security
F
license
-
quality
A Multi-Claude Program for interacting with GitHub APIs through Claude Desktop, allowing users to search repositories, manage issues, pull requests, repository settings, workflows, and collaborators.
Last updated -
1
Python
Why this server?
Integrates with pytest for testing the MCP server functionality, allowing users to validate their JIRA integration setup.
JIRA MCP Tools
NZenitram
-
security
F
license
-
quality
A Model Context Protocol (MCP) server that enables interaction with JIRA APIs through Claude Desktop, allowing users to search, create, update, and manage JIRA issues using natural language commands.
Last updated -
Python
Why this server?
Detects Python pytest testing framework installations and configuration.
DevEnvInfoServer
carterlasalle
-
security
F
license
-
quality
An MCP server that provides detailed information about your development environment to the Cursor code editor, enabling more context-aware assistance.
Last updated -
1
Python
Why this server?
Provides testing capabilities for the AKShare MCP server development
AKShare MCP Server
ttjslbz001
-
security
F
license
-
quality
A Model Context Protocol server that enables Claude Desktop to access and analyze Chinese and global financial market data through the AKShare library.
Last updated -
3
Python
Why this server?
Supports running tests for Python projects through the testing framework.
MCP Python Toolbox
gianlucamazza
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security
F
license
-
quality
A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
Last updated -
1
Python
Why this server?
Uses Pytest for running tests on the time server implementation.
Time Server
clssck
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security
F
license
-
quality
An MCP server providing timezone conversions and time-related operations via RESTful API endpoints, featuring comprehensive error handling and timezone database integration.
Last updated -
Python
Why this server?
Allows integration with pytest for test automation, including recording test session starts, test outcomes, and session finishes. The integration enables pytest to use the MCP service tools through a conftest.py configuration.
MCP Pytest Server
kieranlal
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security
F
license
-
quality
A Node.js server that integrates with pytest to facilitate the ModelContextProtocol (MCP) service tools, enabling test execution recording and environment tracking.
Last updated -
JavaScript
Why this server?
Provides pytest test runner with coverage reporting for Python projects
mcp-local-dev
txbm
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security
F
license
-
quality
Create sandboxed local development environments directly from Github and execute tests, see coverage and more! Supports Python, Node, Bun and many test runners.
Last updated -
21
Python

YDB MCPofficial

Graphistry MCPofficial

ThingsPanel MCPofficial

Root Signals MCP Serverofficial