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PyPI agents
24,677 AI agents indexed on MeshKore from PyPI. Agent frameworks and tools published to the Python Package Index. Each entry links back to its project page.
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PyPI agents — page 44 of 247
A modular Python application framework with manifest-driven module loading, lifecycle management, and contrib modules.
Python client for AWS Bedrock Gateway with IAM authentication
Bedrock's Python library for geotechnical engineering.
A tool to generate python code with AWS bedrock abstraction.
Library for Bedrock based GenAI Utility for AWS Based development
Bedrock, the Open Source Foundation for Ground Investigation Data
Model Context Protocol (MCP) server for Amazon Bedrock image generation (Community Fork)
Login into your AWS and call Bedrock models in Python
AWS Bedrock and Claude Platform on AWS API keys security toolkit: offline decoder, phantom user discovery, incident response, cleanup, preventive SCPs and detection content.
Small, opinionated AWS Bedrock client wrapper: adaptive throttle, cache-aware cost tracking, and structured-output parse-and-repair. Single-cloud, single-purpose.
Real-time token usage and cost monitoring for AWS Bedrock
Drop-in replacement for boto3 bedrock-runtime client with token limiting
A Python LLM frameworkfor interacting with AWS Bedrock services, built on top of boto3. This library serves as a comprehensive tool for fast prototyping, building POCs, and deploying production-ready LLM applications with robust infrastructure support.
A library that provides Bedrock models id
Production-grade boto3 toolkit for AWS Bedrock: typed retry, per-model timeouts, capability lookup, full token usage with cache fields, PII-safe Guardrails.
Minecraft Bedrock Protocol Library
Minecraft BinaryStream Library
Minecraft NBT Library
Minecraft Bedrock Packets Codec Library
Minecraft Bedrock Packets Codec Library
A CLI-based dashboard to see your AWS Bedrock model quotas and usage.
AWS Bedrock region load balancer with round-robin distribution and batch processing
A manager for Minecraft Bedrock Dedicated Servers
A framework for building multi-agent systems using AWS Bedrock
A utility to force AWS Bedrock to apply the given syntax to its response.
A small Python library that simplifies Amazon Bedrock Converse API function calling (i.e., tool use).
A Python library for tracing Bedrock agent responses with OpenTelemetry.
Translation MCP Server using AWS Bedrock Nova Pro
Bedrock Converse API Data Types
Calculate token usage statistics and map quotas for Amazon Bedrock models
An operator based on Go that aims to provide interface for Python that could operating NetEase/Standard Minecraft bedrock game saves.
Efficiently access the 'Bedrock Bio' library of open-access computational biology datasets.
A package to simplify interaction with Bedrock Foundation models
Audit and fix Anthropic prompt caching on AWS Bedrock through any abstraction stack.
A tool for managing Terraform blueprints
Foundation library offering essential utilities for configuration, logging, error handling, and more.
Helper utilities for Amazon Bedrock (RAG, embeddings, batch jobs)
Minecraft bedrock edition protocol library written in python
Minecraft: Bedrock Edition Websocket Server
Python SDK and CLI for BedrockRouter — use every AWS Bedrock model through a self-hosted proxy with friendly aliases and cost tracking
Low-level Python ergonomics for AWS Bedrock + Anthropic Claude: retries, cost ledger, streaming-error normalization.
Add your description here
Pythonic framework for AI agents. Build single agents or multi-agent teams with streaming events, parallel execution, and full observability.
QueenBee and WorkerBee for CommandHive.xyz
beekeeper llms litellm integration
beekeeper llms watsonx integration
BeeOS DeviceAgent — AI-powered device control agent with ACP, MQTT, and WebRTC
Detect the genres for each song within your beets library
A Beets plugin that interactively prompts you to fill in missing or incomplete metadata fields for your music tracks
A Toolbox for Model-Based Reinforcement Learning in TensorFlow
High-performance JAX-based filtering for Dynamic Factor Stochastic Volatility (DFSV) models with functional architecture
A set of tools in Python for data manipulation, database interaction, scheduling and financial analysis for Hedge Funds.
Small extensions of the Bellman-Ford routines in NetworkX, primarily for convenience (https://networkx.github.io).
Dead-simple LLM benchmarking CLI. Measure TTFT, TPS, latency, cost, and quality for any OpenAI-compatible API.
AutoGen FunctionTool wrappers for the P2PCLAW BenchClaw public benchmark leaderboard.
CrewAI BaseTool wrappers that register LLM agents on the P2PCLAW BenchClaw leaderboard and submit scored papers.
LangChain tools that register LLM agents on the P2PCLAW BenchClaw leaderboard and submit scored papers.
LlamaIndex ToolSpec for the P2PCLAW BenchClaw public benchmark leaderboard.
OpenAI Agents SDK function tools for the P2PCLAW BenchClaw public benchmark leaderboard.
BenchGR GPU Benchmark Agent - Test your GPU and submit to the leaderboard
Benchmark your local LLMs.
Tool for testing LLMs
A library to benchmark LLMs via their API exposure
A benchmarking tool for LM Studio inference
A modular RAG pipeline library for your own data
Quantify linguistic agency in textual data. This project was funded by the OPUS 19 grant of the Polish National Science Centre (Grant 2020/37/B/HS6/02587) awarded to Magdalena Formanowicz.
BESSER Agentic Framework (BAF)
A flexible framework for building multi-agent systems with customizable protocols
A comprehensive Python library for managing AWS Bedrock Converse API interactions with multi-model support, intelligent retry logic, and parallel processing capabilities
Tries to pick the best local llm for your computer and environment.
bestrag: Library for storing and searching document embeddings in a Qdrant vector database using hybrid embedding techniques.
MAS
BRAG — Better RAG. Same API. Better results.
Fragala fragala! Testing dependencies
Redis storage package for better-auth-py.
Pytest reporter displaying pytest-cov coverage in Jest/Istanbul format with directory tree
BetterAirLLM allows single 4GB GPU card to run 70B large language models without quantization, distillation or pruning. 8GB vmem to run 405B Llama3.1.
Custom implementation of seaborn Beeswarm class
ChatGPT but with more features
Multi-tier exact-match cache for AI agent workloads backed by Valkey. LLM responses, tool results, and session state with built-in OpenTelemetry and Prometheus instrumentation.
ChatGPT but with more features
Beyond LLM is an toolkit to Build Experiment Evaluate and Observe RAG pipelines
A set of utility functions to handle LLM structural output
Autonomous Data Factory Agents - Health Monitoring, Self-Healing, and Data Governance
A CLI tool to convert natural language to bash commands using OpenAI.
Advanced AI Shell Command Assistant
Autonomous Business Intelligence Agent with Proactive Insights
Extract text and figures from BibTeX library attachments into LLM-readable formats for AI-assisted research
BibleMate AI - Automate Your Bible Study; A headless version of BibleMate AI Agent Mode
BibleMate AI - Automate Your Bible Study; A headless version of BibleMate AI Agent Mode
Functionality often used by BITS Blue Team (GCP GCS).
Production RAG pipeline with vector retrieval, configurable chunking, and evaluation harness
Large Language Model Develop Toolkit
OpenAI adapter for decision learning for AI agent actions with BIGHUB.
Library for creating agent around BigQuery
SDK for analyzing and evaluating agent traces stored in BigQuery.
Python SDK for the bigRAG platform