Category · Python
Python tools for Claude Code, Codex & Cursor
Python tools for Claude Code, Codex and Cursor - skills, MCP servers and workflows for Django, FastAPI, pandas.
324 Python tools are ranked for Claude Code, Codex and Cursor by real adoption - installs first, then GitHub stars. Updated July 28, 2026.
2Python ExecutorSafely run Python code from within Claude, Cursor or other agents without leaving the IDE.Dev Tools-45.7k658
3Python Performance OptimizationProfile slow Python code, locate bottlenecks, and apply targeted optimizations that reduce latency and memory usage.Dev Tools29.8k38.3k
6Python PatternsEnsure every line of Python they write follows idiomatic patterns, PEP 8, and battle-tested practices that keep code readable and maintainable.Dev Tools7.4k234k
7Modern PythonInstantly configure a new or existing Python codebase with uv, ruff, and ty instead of wrestling with outdated dependency and linting setups.Dev Tools6.3k6.3k
8Python ProGenerate correct, production-ready async patterns and structured concurrency code when building Python services or agent backends.Dev Tools5.8k10.7k
9Content Hash Cache PatternCache expensive file-processing results like PDF parsing or image analysis without re-running the same content repeatedly.Dev Tools5.5k234k
10Web ScrapingReliably extract structured data from any website using battle-tested Python scraping tools.Dev Tools4.3k201
11N8n Code PythonGet accurate guidance when they must write Python inside an n8n Code node.Dev Tools3.4k5.9k
12Aws Sdk Python UsageCorrectly configure boto3 clients with retries, timeouts, connection pooling and S3 addressing when building AI agents that interact with AWS services.Dev Tools3.3k2.1k
14Streamlit To MarimoAutomatically convert an existing Streamlit Python app into a reactive marimo notebook.Dev Tools1.4k161
15Tilegym Cutile PythonAuthor high-performance GPU kernels in Python using NVIDIA TileGym and CuTile to optimize tiled matrix and tensor ops for ML or HPC workloads on CUDA hardware.Dev Tools1.4k2.7k
16Ruff Recursive FixAutomatically clean Python code with Ruff through repeated safe and unsafe fix passes while reviewing every change.Dev Tools1.3k37.1k
17Django Access ReviewSystematically review Django views, DRF viewsets, and ORM queries for broken access control and IDOR vulnerabilities before shipping.Dev Tools1.3k888
18Business Document GeneratorInstantly generate polished business documents such as annual budgets, comprehensive business plans, and digital transformation proposals from structured inputs.Dev Tools1.3k426
19Fetch TweetInstantly retrieve full tweet text, author details, engagement metrics, and media from any X/Twitter URL without JavaScript or API keys.Dev Tools1.3k18
20Retro Marimo PairPair with marimo reactive notebooks during build—draft analyses, refactor cells, and capture retro notes for data or agent workflows without breaking notebook reactivity.Dev Tools1.2k372
21Read GithubLet their coding agent read any public GitHub repository's documentation and code context on demand.Dev Tools-1.2k1k
22Python PatternsMake better architecture decisions when working in Python instead of defaulting to the same stack on every project.Dev Tools1.1k44k
24M10 PerformanceSystematically profile, benchmark, and optimize Rust code for speed and memory efficiency before shipping.Dev Tools9101.3k
25BiopythonEnable an AI coding agent to perform advanced biological sequence analysis, motif discovery, and genomics tasks using the Biopython library.Dev Tools86331.9k
26RuffRun the project’s pinned Ruff linter and formatter on Python you are changing without reformatting entire untouched files.Dev Tools863289
27Go Data StructuresMaster Go slice internals so their code avoids common memory and mutation bugs when working with dynamic data.Dev Tools846130
28Python ProGet expert guidance on writing, reviewing, and optimizing production-grade Python 3.12+ services using uv, ruff, pydantic, FastAPI, and async patterns.Dev Tools81544k
33Python Best PracticesGive their coding agent a consistent, high-signal rule set that dramatically reduces Python code slop and refactoring time.Dev Tools7521
36Rust Deps VisualizerInstantly see their Rust crate's dependency tree as readable ASCII art without leaving the terminal.Dev Tools6981.3k
38MoviepyGenerate, trim, composite, and export programmatic video clips with MoviePy when automating content pipelines or Claude-assisted video assembly scripts.Dev Tools5501.8k
39Scrapling SkillImplement resilient Python web scraping pipelines that adapt to DOM changes, anti-bot pages, and pagination when ingesting external data into agents, APIs, or content workflows.Dev Tools5311.3k
40Appwrite PythonConnect Python FastAPI, Django, or agent backends to Appwrite for auth, data, storage, and functions with async-friendly patterns where supported.Dev Tools43423
41Celery ExpertDesign Celery workers, queues, routing, retries, schedules, and monitoring for reliable async Python background jobs in web and API services.Dev Tools40845
42ManimProgram explanatory math and concept animations with Manim for tutorials, course modules, launch explainers, and technical storytelling assets.Dev Tools40729.9k
45AsyncioImplement and debug Python asyncio services with correct event loops, tasks, concurrency patterns, and non-blocking I/O.Dev Tools35360
46Edu Solid GeometryGenerate standard 3D solid geometry topologies (vertices and edges) for edu visuals that pair with a precision geometry kernel.Dev Tools333773
47Asyncio Concurrency PatternsImplement non-blocking Python services with asyncio tasks, gather, semaphores, queues, and proper cancellation for I/O-heavy APIs and automation workers.Dev Tools32961
50PydanticDefine Pydantic models for request and response validation, settings management, serialization, and type-safe data contracts in Python applications and APIs.Dev Tools31561
52StreamlitShip internal tools, demos, and data dashboards quickly by giving your agent accurate Streamlit widget, layout, and chart API snippets.Dev Tools2812
53Uv Package ManagerConfigure uv for fast Python dependency resolution, virtual environments, lockfiles, scripts, and reproducible installs in scholarly or agent-driven coding workflows.Dev Tools2504.8k
54Python ExpertWrite, refactor, and debug Python services, scripts, data utilities, and libraries with idiomatic patterns, typing, packaging, and testable module design.Dev Tools24938
55FastapiScaffold FastAPI apps with routers, Pydantic models, dependency injection, and async endpoints for JSON APIs and internal microservices.Dev Tools24745
56Pytest TestingAuthor maintainable pytest suites with fixtures, parametrization, markers, mocks, and coverage gates for Python libraries and backend services.Dev Tools2475
57Sentry Python SdkIntegrate sentry-sdk into Python APIs, workers, and scripts so exceptions, traces, and breadcrumbs are captured before backend services go live.Dev Tools24220
58PythonWrite Python modules, APIs, CLIs, and automation with idiomatic patterns, typing, packaging, and tests using claude-bootstrap conventions.Dev Tools237703
60Iii Python SdkPython SDK for integrating with workflow orchestration and automation platformDev Tools-2190
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Python tools - common questions
What are the best Python tools for Claude Code?
Python Executor, Python Executor, Python Performance Optimization lead the 324 Python tools ranked by real adoption - installs first, then GitHub stars.
Which Python frameworks are covered?
Django, FastAPI, pandas - across 324 tools for Claude Code, Codex and Cursor.