Python mcp servers

3,763 tagged Python, measured the same way as everything else here.

anthonylee991/gemini-superpowers-antigravity

Skill Claude CodeCodex

Implements reliable automations in Python for REST APIs: httpx/requests patterns, retries, timeouts, pagination, typing, config, logging, and tests. Use when writing Python scripts/services that call external APIs.

825 7mo ago A 50 tokens original MIT

python-expert

98

utensils/mcp-nixos

Agent Claude Code

Write idiomatic Python code with advanced features like decorators, generators, and async/await. Specializes in FastMCP 2.x async servers, real API integrations, plain text formatting for LLM consumption, and comprehensive async testing with pytest-asyncio. Use PROACTIVELY for Python refactoring, optimization, or…

816 +4 21d ago A 73 tokens original MIT

spy CLAUDE.md

99

spylang/spy

Instructions file

Instructions for spylang/spy, covering spy language - dev reference, general behavior of claude code, how to write comments, convert to py.path.local and loop through all files.

810 21d ago A 1,107 tokens original MIT

tilegym-cutile-python

100

NVIDIA/TileGym

Skill Claude CodeCodex ✓ vendor

Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization. Supports deep agent orchestration for complex multi-kernel tasks.

806 3d ago A 43 tokens

helix

101

helixml/helix

Cursor rule Cursor

Act as expert senior Golang/Python engineer.

803 3d ago A 410 tokens

fastapi

102

ReflexioAI/claude-smart

Skill Claude CodeCodex

FastAPI best practices and conventions. Use when working with FastAPI APIs and Pydantic models for them. Keeps FastAPI code clean and up to date with the latest features and patterns, updated with new versions. Write new code or refactor and update old code.

772 +2 4d ago A 57 tokens original Apache-2.0

starlette

103

simonw/research

Skill Claude CodeCodex

Build async web applications and APIs with Starlette 1.0, the lightweight ASGI framework for Python. Use this skill whenever a user wants to create an async Python web app, REST API, WebSocket server, or ASGI application using Starlette. Triggers include mentions of 'Starlette', 'ASGI', async Python web frameworks, or…

765 8d ago A 163 tokens

agent-development

104

divar-ir/ai-doc-gen

Cursor rule Cursor

Guidelines for developing pydantic-ai agents, tools, and handlers.

753 +1 1mo ago A 0 tokens original MIT

code-patterns

105

divar-ir/ai-doc-gen

Cursor rule Cursor

Python code style and recurring patterns (config, logging, errors, paths).

753 +1 1mo ago A 0 tokens original MIT

python-conventions

106

MigoXLab/dingo

Cursor rule Cursor

Python coding conventions for the Dingo SDK.

752 +2 5d ago A 0 tokens original Apache-2.0

mindsdb/anton

Skill Claude CodeCodex

MANDATORY reading before writing ANY backend, API, server, or fullstack application code (createartifact types fullstack-stateless-app / fullstack-stateful-app, or anything that will be launched with launchbackend). Contains the complete hard contract: the canonical FastAPI+Mangum backend.py template, SECRETS…

749 3d ago A 115 tokens original MIT

rocm-kernels

108

huggingface/kernels

Skill Claude CodeCodex ✓ vendor

Provides guidance for writing and benchmarking optimized Triton kernels for AMD GPUs (MI355X, R9700) on ROCm, targeting HuggingFace diffusers (LTX-Video, SD3, FLUX) and transformers. Core kernels: RMSNorm, RoPE 3D, GEGLU, AdaLN. Includes XCD swizzle, autotune, diffusers integration patterns, and LTX-Video pipeline…

729 5d ago A 93 tokens original Apache-2.0

pypylon AGENTS.md

109

basler/pypylon

Instructions file CodexOpenCode

Instructions for basler/pypylon, covering agents.md, repository map, environment, common commands and or, to (re)build in place after changing bindings.

710 21d ago A 1,195 tokens original BSD-3-Clause

agentic-development

110

alinaqi/maggy

Skill Claude CodeCodex

Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js).

705 +1 15d ago A 22 tokens original MIT

cursorrules

111

DataScienceUIBK/Rankify

Cursor rule Cursor

You are an expert in developing information retrieval, re-ranking, and retrieval-augmented generation (RAG) systems using Python, with a focus on PyTorch and state-of-the-art NLP models.

681 +1 3mo ago A 1,099 tokens

Olshansk/rss-feeds

Skill Claude CodeCodex

Generate Python RSS feed scrapers from blog websites, integrated with hourly GitHub Actions.

673 3d ago A 22 tokens original MIT

buzzer-re/Rikugan

Skill Claude CodeCodex

Write and execute Binary Ninja Python scripts — full API reference included.

672 +1 2mo ago A 17 tokens original MIT

typedef-ai/fenic

Agent Claude Code

Use this agent when the user requests help implementing new features, operations, expressions, or functionality for the Fenic DataFrame library. This includes:\n\n- Adding new DataFrame operations (e.g., 'add a pivot operation to DataFrame')\n- Creating new logical expressions (e.g., 'implement a regexextract…

667 7d ago A 612 tokens original Apache-2.0

fenic-mechanics

115

typedef-ai/fenic

Skill Claude CodeCodex

Use when writing, editing, or debugging code that uses fenic (the fenic Python library, imported as import fenic as fc) — the semantic-DataFrame engine with LLM operators (semantic.map/extract/classify/predicate/reduce, embeddings), jq/markdown/transcript processing, chunking, and fuzzy matching. Covers fenic's import…

667 7d ago A 114 tokens original Apache-2.0

fenic

116

typedef-ai/fenic

Cursor rule Cursor

Cursor rule "fenic" from typedef-ai/fenic, covering writing fenic, must-knows and traps fenic check can't catch — get these right by hand.

667 7d ago A 0 tokens original Apache-2.0

NexusTrader CLAUDE.md

117

Quantweb3-com/NexusTrader

Instructions file

Instructions for Quantweb3-com/NexusTrader, covering claude.md, project overview, development commands, dependencies and setup and install with uv (package manager used in this project).

658 +2 3mo ago A 1,552 tokens original MIT

cnsplots

118

faridrashidi/cnsplots

Skill Claude CodeCodex

Create, revise, and troubleshoot publication-ready scientific plots in Python with cnsplots, including distribution, regression, heatmap, genomics, survival, set, flow, and multi-panel figures. Use when a user asks for cnsplots code, Cell/Nature/Science-style visualization, precise pixel-sized figures, statistical…

656 5d ago A 79 tokens original BSD-3-Clause

bnlearn

119

erdogant/bnlearn

Skill Claude CodeCodex

Use this skill when working with bnlearn, a Python library for Bayesian networks, probabilistic graphical models, causal discovery, parameter learning, structure learning, inference, sampling, and directed acyclic graphs (DAG).

643 +1 4d ago A 46 tokens

EchoBot AGENTS.md

120

KdaiP/EchoBot

Instructions file CodexOpenCode

Python coding guidelines for an AI agent, written partly in Chinese. They emphasize readable code, clear responsibilities, standard-library use, and safe handling of asynchronous work.

628 17d ago A 406 tokens original MIT

At most 3 mods per repository are shown here — the rest are on their repository pages: