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python tools

Browse published records using this catalogue attribute.

7,512 catalogue records · Reviewed guides appear first

24 tools on this page

OOSSOrchestrationmediumCatalogue

LangGraph

LangChain

Graph-based orchestration for long-running, multi-step agents. The control plane LangChain always needed.

Alternative to Autogen, Crewai

open-sourcepython

Best for: Engineering teams building production agent systems, not weekend prototypes

MMCPDevlowCatalogue

06ketan/substack-ops

Various

Standalone Substack CLI + 26-tool MCP server. Your IDE drafts the replies. Zero AI API keys.

★ 0repo activity 4mo ago
open-sourceMITPython

Best for: Developers who want to manage Substack from their IDE without AI dependencies

MMCPDevlowCatalogue

0xDegenMo/lighter-mcp

Various

0xDegenMo/lighter-mcp — indexed from awesome-mcp-servers-punkpeye

Alternative to Fastmcp

★ 1repo activity 4mo ago
open-sourceMITPython

Best for: Developers exploring the Model Context Protocol who want a simple starting point

MMCPDevlowCatalogue

1000ri-jp/atsurae

Various

MCP Server for AI-powered video editing — Let Claude, GPT, or any AI agent edit videos through natural language

★ 1repo activity 8mo ago
open-sourceMITPython

Best for: Developers prototyping AI-assisted video editing workflows

MMCPDevlowCatalogue

20alexl/claude-engram

Various

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictio

Alternative to Vectorize Io Hindsight, Topoteretes Cognee

★ 15repo activity 4mo ago
open-sourceMITPython

Best for: Developers who want persistent context and history search for AI coding assistants

MMCPDevlowCatalogue

26zl/cybersec-toolkit

Various

One command installs 670+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code, OpenCode, Codex, Gemini CLI, Ollama-backed agents and other M

★ 56repo activity 1mo ago73/100
open-sourceMITPython

Best for: Security practitioners on Linux or Termux who want an AI agent ready with a broad offensive and defensive toolset

MMCPDevlowCatalogue

27dream/mcp-eastmoney

Various

📈 东方财富MCP服务器 | A股实时行情+主力资金+板块数据+K线 | Claude Code/Cursor通用

★ 0repo activity 4mo ago
open-sourceMITPython

Best for: Developers building AI-assisted quantitative trading tools for Chinese A-share markets

MMCPDevlowCatalogue

2niuhe/plantuml_web

Various

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

★ 15repo activity 1y ago
open-sourceApache-2.0Python

Best for: Developers who need a simple local server to preview and export PlantUML diagrams

MMCPDevlowCatalogue

2niuhe/qrcode_mcp

Various

mcp tool to generate qrcode

★ 11repo activity 1y ago
open-sourceMITPython

Best for: Developers who need a straightforward QR code generator for MCP-based applications or AI assistants

MMCPDevlowCatalogue

3aKHP/prts-mcp

Various

MCP Server for Arknights PRTS Wiki and local game data

★ 2repo activity 4mo ago
open-sourceMITPython

Best for: Arknights players and developers building AI-assisted tools for game data retrieval

MMCPDevlowCatalogue

402signalhq/402signal

Various

Pre-flight check and signed evidence for agent payments (x402 and MPP): confirm the endpoint is live and the price and recipient match before your agent pays.

★ 1repo activity 1mo ago62/100
open-sourceMITPython

Best for: Developers building agents that pay via x402 or MPP and need pre-payment verification.

MMCPDevlowCatalogue

411sst/gst-einvoice-mcp

Various

Turns Indian GST tax invoices into government INV-01 JSON. Tells you exactly what it couldn't read, and never invents a value to fill a gap. MCP server with OCR, deterministic extr

★ 0repo activity 1mo ago60/100
open-sourceMITPython

Best for: Developers building GST e-invoice pipelines in India

MMCPDevlowCatalogue

82ch/MCP-Dandan

Various

MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection

★ 63repo activity 10mo ago
open-sourceMITPython

Best for: Developers building or deploying MCP servers who need a lightweight security layer for agent interactions.

MMCPDevlowCatalogue

98lukehall/renoun-mcp

Various

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST

Alternative to Vectorize Io Hindsight

★ 1repo activity 7mo ago
open-sourcePython

Best for: Developers building multi-agent systems who need structural conversation monitoring without content inspection.

MMCPDevlowCatalogue

9hannahnine-jpg/arc-gate-mcp

Various

Runtime governance for MCP tool calls — Arc Gate for the MCP protocol layer

★ 0repo activity 4mo ago
open-sourcePython

Best for: Developers who need runtime policy enforcement for MCP-based agent tool calls in experimental or internal projects

MMCPDevlowCatalogue

a2cr/a2cr

Various

MCP server for client-encrypted AI agent handoffs with WorkBaton and WorkStash

★ 0repo activity 4mo ago
open-sourcePython

Best for: Developers building multi-agent systems that need encrypted context handoffs

MMCPDevlowCatalogue

abhiemj/manim-mcp-server

Various

A local MCP server that generates animations using Manim.

★ 597repo activity 1y ago
open-sourceMITPython

Best for: Developers and educators who want to generate Manim animations through AI assistants

MMCPDevlowCatalogue

Abhigyan-Shekhar/Waggle-mcp

Various

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 12repo activity 4mo ago
open-sourceApache-2.0Python

Best for: Developers experimenting with persistent memory for AI agents in Python

MMCPDevlowCatalogue

AbhijatSaxena/blink-camera-mcp

Various

MCP server for Amazon Blink cameras: see, aim (pan/tilt) and capture, over the undocumented accessory protocol

★ 0repo activity 24d ago59/100
open-sourceMITPython

Best for: Developers building MCP-based tools that need Blink camera control

MMCPDevlowCatalogue

abhiphile/fermat-mcp

Various

🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

★ 16repo activity 1y ago
open-sourceMITPython

Best for: Developers and researchers who want to give AI agents direct access to symbolic math, numerical computing, and plotting.

MMCPDevlowCatalogue

Acacian/aegis

Various

LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One

★ 9repo activity 5mo ago
open-sourceMITPython

Best for: Python developers who need to add basic safety controls to existing LLM applications quickly

MMCPDevlowCatalogue

acamolese/google-search-console-mcp

Various

MCP (Model Context Protocol) server for Google Search Console. Query GSC performance data and generate brandable HTML SEO audit reports from Claude, Cursor, Zed, and any MCP client

★ 3repo activity 6mo ago
open-sourceMITPython

Best for: Developers and SEOs who want to query Google Search Console data directly from AI coding assistants.

OOSSObsmediumCatalogue

Accelerate

Community

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP a

Alternative to Pytorch Lightning

★ 9,708repo activity 4mo ago
open-sourceApache-2.0Python

Best for: PyTorch developers who need to scale training from a single GPU to multi-node clusters with minimal code changes

MMCPDevlowCatalogue

AceDataCloud/MCPFlux

Various

MCP server for Flux AI image generation and editing via Ace Data Cloud.

★ 0repo activity 4mo ago
open-sourceMITPython

Best for: Developers building AI agents that require on-demand image generation and editing via MCP