An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "observability" keyword

tirith-sdk 2.0.4
AI API cost observability — one import, full transparency
3 versions - Latest release: 6 months ago - 25 downloads last month - 2 stars on GitHub - 1 maintainer
azure-functions-logging 0.13.4
Developer-friendly logging helpers for Azure Functions Python
31 versions - Latest release: about 20 hours ago - 1.46 thousand downloads last month - 15 stars on GitHub - 1 maintainer
ccdrift 0.24.0
A check for silent changes in Claude Code's prompt caching, Haiku use, settings, context, hooks, ...
51 versions - Latest release: about 18 hours ago - 5.67 thousand downloads last month - 0 stars on GitHub - 1 maintainer
hermes-flight-recorder 0.1.0
Privacy-first, in-process JSONL flight recorder and OTLP exporter for LLM agents (built for and u...
1 version - Latest release: 3 months ago - 0 stars on GitHub - 1 maintainer
hermes-token-consumption-tracker 1.3.1
Track per-request LLM token consumption and generate daily usage reports for Hermes Agent
6 versions - Latest release: 9 days ago - 159 downloads last month - 1 stars on GitHub - 1 maintainer
helm-agent-ops 1.0.0
Stability-first operations CLI for long-lived agent workspaces.
15 versions - Latest release: 7 days ago - 48 downloads last month - 2 stars on GitHub - 1 maintainer
helios-observatory-sdk 0.2.0
OpenTelemetry tracing SDK for Helios observability
1 version - Latest release: 2 months ago - 11 downloads last month - 1 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
psutil 7.2.2 💰
Cross-platform lib for process and system monitoring.
104 versions - Latest release: 8 months ago - 3,966 dependent packages - 78,574 dependent repositories - 288 million downloads last month - 11,285 stars on GitHub - 2 maintainers
grapharc 0.1.7
A graph engineering toolkit on LangGraph: typed state contracts, per-node write permissions, enfo...
8 versions - Latest release: about 2 months ago - 52 downloads last month - 79 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
mlflow 3.16.1
MLflow is an open source platform for the complete machine learning lifecycle
189 versions - Latest release: 19 days ago - 360 dependent packages - 5,089 dependent repositories - 19.9 million downloads last month - 28,251 stars on GitHub - 1 maintainer
sp-obs 0.5.3
Observability integration with Spinal
32 versions - Latest release: 11 months ago - 159 downloads last month - 1 stars on GitHub - 1 maintainer
skyrelis 0.1.10 💰
AI Agent Security Library - Enterprise-grade security for AI agents, starting with comprehensive ...
11 versions - Latest release: 11 months ago - 23 downloads last month - 1 maintainer
crashlens 2.20.0
CLI to detect GPT token waste from Langfuse logs with automated CI/CD setup and Prometheus observ...
31 versions - Latest release: 10 months ago - 119 downloads last month - 13 stars on GitHub - 1 maintainer
toklog 0.3.1 💰
Local-first proxy for LLM spend visibility and control.
5 versions - Latest release: 6 months ago - 29 downloads last month - 6 stars on GitHub - 1 maintainer
dhrupad-sah-exception-catcher 1.0.4
Automatically catch and report exceptions to Mira Sentinel with rich context and log integration ...
3 versions - Latest release: about 1 year ago - 131 downloads last month - 0 stars on GitHub - 1 maintainer
peargent 0.1.5
A modern Python framework for building intelligent AI agents with advanced tracing, history manag...
6 versions - Latest release: 8 months ago - 27 downloads last month - 82 stars on GitHub - 1 maintainer
teraace-tracker 1.1.8
A comprehensive Python library for tracking AI agent events across LangChain, CrewAI, and AutoGPT...
11 versions - Latest release: about 1 year ago - 35 downloads last month - 1 maintainer
aiokafka-foundation-kit 0.1.3
Async Kafka foundation library — factories, settings, DI providers and OpenTelemetry on top of ai...
4 versions - Latest release: 29 days ago - 390 downloads last month - 1 stars on GitHub - 1 maintainer
hawkapi-otel 0.2.1
OpenTelemetry integration for HawkAPI — plugin + middleware
3 versions - Latest release: 4 months ago - 25 downloads last month - 1 stars on GitHub - 1 maintainer
root-signals-cli 0.1.3
CLI for the Root Signals API
4 versions - Latest release: about 1 year ago - 51 downloads last month - 14 stars on GitHub - 1 maintainer
singleaxis-fabric 0.7.1
Open-source observability and control plane for AI agents — decision-span tracing, fail-loud guar...
16 versions - Latest release: about 1 month ago - 71 downloads last month - 4 stars on GitHub - 1 maintainer
harness-token-trace 0.2.0
Per-API-call token cost decomposition for Claude Code, Claude desktop agents, and Cursor.
2 versions - Latest release: 3 months ago - 25 downloads last month - 0 stars on GitHub - 1 maintainer
harbormaster-mcp 27.1.2
Multi-project MCP router + operator dashboard for Claude Code, Codex, Cursor. Ask any local or SS...
197 versions - Latest release: 3 months ago - 109 downloads last month - 3 stars on GitHub - 1 maintainer
haliosai 2.0.0
Small explicit Python API for Halios guardrails and evaluations
6 versions - Latest release: about 2 months ago - 21 downloads last month - 1 stars on GitHub - 1 maintainer
betterdb-retrieval 0.5.0
Developer-facing retrieval SDK over Valkey Search: index lifecycle, upsert, and vector + filtered...
6 versions - Latest release: 2 months ago - 74 downloads last month - 1,302 stars on GitHub - 1 maintainer
betterdb-valkey-search-kit 0.1.1
Shared Valkey Search (FT.*) helpers: float32 vector encoding, FT.SEARCH reply parsing, version-sk...
2 versions - Latest release: 3 months ago - 285 downloads last month - 1,302 stars on GitHub - 1 maintainer
betterdb-semantic-cache 0.12.0
Semantic cache for AI workloads backed by Valkey vector search. Embeddings-based similarity match...
13 versions - Latest release: about 1 month ago - 404 downloads last month - 1,302 stars on GitHub - 1 maintainer
betterdb-agent-cache 0.12.0
Multi-tier exact-match cache for AI agent workloads backed by Valkey. LLM responses, tool results...
11 versions - Latest release: 2 months ago - 170 downloads last month - 1,302 stars on GitHub - 1 maintainer
betterdb-ai 1.0.0
One install for the BetterDB AI stack on Valkey: agent cache, semantic cache, retrieval, agent me...
1 version - Latest release: about 1 month ago - 32 downloads last month - 1,302 stars on GitHub - 1 maintainer
betterdb-agent-memory 0.7.0
Long-term memory tier for AI agents backed by Valkey Search: semantic recall with recency/importa...
8 versions - Latest release: 2 months ago - 88 downloads last month - 1,302 stars on GitHub - 1 maintainer
insighttrail 0.2.0
An observability middleware for Flask with a real-time analytics UI.
2 versions - Latest release: 4 months ago - 13 downloads last month - 2 stars on GitHub - 1 maintainer
halt-rate 0.6.0
SaaS-aware, cross-language rate limiting: per-user/API-key/plan limits, quotas, weighted endpoint...
7 versions - Latest release: 2 months ago - 36 downloads last month - 1 stars on GitHub - 1 maintainer
bugdna 1.2.0 💰
Deterministic exception fingerprinting, similarity comparison, and failure tracking for Python
1 version - Latest release: 10 days ago - 125 downloads last month - 1 stars on GitHub - 1 maintainer
guscatalano-ai-proxy 0.2.0
A transparent inspector and rule engine that sits between AI clients and their upstreams.
1 version - Latest release: 2 months ago - 26 downloads last month - 3 stars on GitHub - 1 maintainer
pyobservability 5.1.0
Lightweight OS-agnostic observability UI for PyNinja
32 versions - Latest release: about 16 hours ago - 48 downloads last month - 0 stars on GitHub - 1 maintainer
boxdawn 0.5.11
Boxdawn — AI agent observability. Detect waste in multi-agent traces.
12 versions - Latest release: 27 days ago - 328 downloads last month - 6 stars on GitHub - 1 maintainer
agentlasso 0.1.0
Send your AI agent's production traces to AgentLasso: continuous behavioral coverage for AI agents.
1 version - Latest release: 3 days ago - 1 maintainer
fapilog 0.18.1
Async-first structured logging for Python services
30 versions - Latest release: 8 months ago - 820 downloads last month - 5 stars on GitHub - 1 maintainer
connectrpc-otel 0.2.0
OpenTelemetry instrumentation for connectrpc
3 versions - Latest release: 3 months ago - 34.8 thousand downloads last month - 153 stars on GitHub - 1 maintainer
diescope 0.0.2
See what your silicon is actually doing. Chip-level utilization for GPUs, CPUs, and Apple silicon.
1 version - Latest release: about 8 hours ago - 1 maintainer
context-render 1.0.0
Context window observability for Claude Code: see which of your scaffolding components an agent a...
1 version - Latest release: 2 days ago - 7 stars on GitHub - 1 maintainer
aictrl-langgraph 0.5.0
Graph and execution monitoring for LangGraph workflows
3 versions - Latest release: 2 days ago - 1.33 thousand downloads last month - 2 stars on GitHub - 1 maintainer
water-ai 0.1.4
The production-ready agent harness framework for Python
5 versions - Latest release: 7 months ago - 64 downloads last month - 337 stars on GitHub - 1 maintainer
cogext-observe 0.1.0
Real tool observer that captures agent mismatches and produces signed receipts.
1 version - Latest release: 2 days ago - 123 downloads last month - 1 maintainer
nitroping 0.2.14 💰
Zero-dependency Python SDK for nitroping push notifications. Send pushes, register devices, verif...
15 versions - Latest release: 3 months ago - 30 downloads last month - 23 stars on GitHub - 1 maintainer
unpage 0.1.0a45
An agent framework for production engineering
41 versions - Latest release: 12 months ago - 118 downloads last month - 42 stars on GitHub - 1 maintainer
loguru-dagster 0.1.6
A bridge to integrate Loguru logging with Dagster context.log.
5 versions - Latest release: about 1 year ago - 30.1 thousand downloads last month - 2 stars on GitHub - 1 maintainer
prefect-gitlab 0.3.5
A Prefect collection for working with GitLab repositories.
17 versions - Latest release: 4 months ago - 72.9 thousand downloads last month - 23,967 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
prefect-email 0.4.3
Prefect integrations for interacting with email.
16 versions - Latest release: 27 days ago - 3 dependent repositories - 62 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
prefect-bitbucket 0.3.7
Prefect integrations for working with Bitbucket repositories.
19 versions - Latest release: 4 months ago - 25.5 thousand downloads last month - 23,967 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
prefect-azure 0.4.13
Prefect integrations with Microsoft Azure services
42 versions - Latest release: 27 days ago - 1 dependent package - 1 dependent repositories - 139 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
prefect-client 3.8.7
Workflow orchestration and management.
498 versions - Latest release: 9 days ago - 547 thousand downloads last month - 23,967 stars on GitHub - 1 maintainer
Top 9.9% on pypi.org
prefect-databricks 0.4.2
Prefect integrations with Databricks
27 versions - Latest release: 3 months ago - 1 dependent repositories - 21 thousand downloads last month - 23,967 stars on GitHub - 1 maintainer
prefect-slack 0.4.0
Prefect integrations with Slack
16 versions - Latest release: 2 months ago - 2 dependent repositories - 241 thousand downloads last month - 23,967 stars on GitHub - 3 maintainers
Top 8.8% on pypi.org
prefect-kubernetes 0.7.13
Prefect integrations for interacting with Kubernetes.
75 versions - Latest release: 27 days ago - 1 dependent package - 1 dependent repositories - 446 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 4.6% on pypi.org
prefect-gcp 0.6.22
Prefect integrations for interacting with Google Cloud Platform.
69 versions - Latest release: 27 days ago - 2 dependent packages - 39 dependent repositories - 1.21 million downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 3.9% on pypi.org
prefect-aws 0.7.12
Prefect integrations for interacting with Amazon Web Services.
80 versions - Latest release: 27 days ago - 4 dependent packages - 82 dependent repositories - 2.02 million downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 5.5% on pypi.org
prefect-shell 0.3.7
Prefect integrations for interacting with shell commands.
22 versions - Latest release: 6 days ago - 6 dependent packages - 6 dependent repositories - 365 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
prefect-snowflake 0.28.9
Prefect integrations for interacting with Snowflake
31 versions - Latest release: 27 days ago - 1 dependent package - 2 dependent repositories - 236 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
prefect-oceanbase 3.7.1
Workflow orchestration and management (OceanBase/MySQL-compatible fork).
2 versions - Latest release: 5 months ago - 14 downloads last month - 23,967 stars on GitHub - 1 maintainer
prefect-ob 3.7.2
Workflow orchestration and management (OceanBase/MySQL-compatible fork).
3 versions - Latest release: 4 months ago - 21 downloads last month - 23,967 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
prefect-github 0.4.4
Prefect integrations interacting with GitHub
24 versions - Latest release: 4 months ago - 3 dependent repositories - 812 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 7.0% on pypi.org
prefect-sqlalchemy 0.6.1
Prefect integrations for working with databases
24 versions - Latest release: 8 months ago - 1 dependent package - 27 dependent repositories - 314 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 7.3% on pypi.org
prefect-dbt 0.7.25
Prefect integrations for working with dbt
58 versions - Latest release: 4 months ago - 5 dependent repositories - 262 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 0.4% on pypi.org
prefect 3.8.7
Workflow orchestration and management.
894 versions - Latest release: 9 days ago - 123 dependent packages - 767 dependent repositories - 6.77 million downloads last month - 23,967 stars on GitHub - 3 maintainers
uriel-pc-tests 1.0.1
Workflow orchestration and management.
2 versions - Latest release: almost 3 years ago - 11 downloads last month - 23,967 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
prefect-docker 0.7.4
Prefect integrations for interacting with Docker.
37 versions - Latest release: 27 days ago - 2 dependent packages - 2 dependent repositories - 748 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 4.9% on pypi.org
prefect-dask 0.3.7
Prefect integrations with the Dask execution framework.
25 versions - Latest release: 4 months ago - 9 dependent packages - 6 dependent repositories - 144 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
Top 8.4% on pypi.org
prefect-ray 0.5.0
Prefect integrations with the Ray execution framework.
30 versions - Latest release: 5 months ago - 2 dependent packages - 2 dependent repositories - 232 thousand downloads last month - 23,967 stars on GitHub - 2 maintainers
prefect-redis 0.2.15
Prefect integrations with Redis.
20 versions - Latest release: 27 days ago - 69.9 thousand downloads last month - 23,967 stars on GitHub - 1 maintainer
microsoft-agents-a365-observability-extensions-openai 1.0.0
OpenAI Agents SDK observability and tracing extensions for Microsoft Agent 365
37 versions - Latest release: 5 months ago - 344 downloads last month - 41 stars on GitHub - 1 maintainer
microsoft-agents-a365-observability-extensions-agent-framework 1.0.0
Agent Framework observability and tracing extensions for Microsoft Agent 365
37 versions - Latest release: 5 months ago - 1.67 thousand downloads last month - 41 stars on GitHub - 1 maintainer
microsoft-agents-a365-runtime 1.0.0
Telemetry, tracing, and monitoring components for AI agents
37 versions - Latest release: 5 months ago - 331 thousand downloads last month - 41 stars on GitHub - 1 maintainer
microsoft-agents-a365-observability-core 1.0.0
Telemetry, tracing, and monitoring components for AI agents
37 versions - Latest release: 5 months ago - 331 thousand downloads last month - 41 stars on GitHub - 1 maintainer
microsoft-agents-a365-observability-extensions-semantic-kernel 1.0.0
Semantic Kernel observability and tracing extensions for Microsoft Agent 365
37 versions - Latest release: 5 months ago - 50 downloads last month - 41 stars on GitHub - 1 maintainer
microsoft-agents-a365-observability-extensions-langchain 1.0.0
LangChain observability and tracing extensions for Microsoft Agent 365
37 versions - Latest release: 5 months ago - 453 downloads last month - 41 stars on GitHub - 1 maintainer
microsoft-agents-a365-observability-hosting 1.0.0
Hosting components for Agent 365 observability
34 versions - Latest release: 5 months ago - 589 downloads last month - 41 stars on GitHub - 1 maintainer
superoptix 0.2.25
Full Stack Agentic AI Optimization Framework - Universal GEPA optimizer for major frameworks
54 versions - Latest release: 6 months ago - 324 downloads last month - 6 stars on GitHub - 1 maintainer
dfflow 0.3.0
Observability-first DataFrame pipeline engine with logging, caching, and intelligent diff tracking.
3 versions - Latest release: 7 months ago - 43 downloads last month - 2 stars on GitHub - 1 maintainer
execweave 0.8.34
Turn AI-agent runtime behavior into a local interactive execution graph.
39 versions - Latest release: 15 days ago - 3.29 thousand downloads last month - 1 stars on GitHub - 1 maintainer
godml 1.0.2
Governed, Observable & Declarative Machine Learning Framework
21 versions - Latest release: 11 months ago - 142 downloads last month - 0 stars on GitHub - 1 maintainer
safe-init 2.1.0
Safe Init is a Python library that enhances AWS Lambda functions with advanced error handling, lo...
21 versions - Latest release: about 20 hours ago - 116 thousand downloads last month - 6 stars on GitHub - 2 maintainers
aws-durable-execution-sdk-python-otel 1.0.0
OpenTelemetry instrumentation for AWS Durable Execution SDK for Python
4 versions - Latest release: 26 days ago - 198 downloads last month - 56 stars on GitHub - 1 maintainer
vechealth 0.1.0
Observability and diagnostic framework for embedding spaces and vector stores
1 version - Latest release: 4 months ago - 24 downloads last month - 1 maintainer
corrupt-o11y 0.3.4
A comprehensive observability library for Python applications with logging, metrics, and tracing
6 versions - Latest release: 8 months ago - 1.15 thousand downloads last month - 0 stars on GitHub - 1 maintainer
multiagent-debugger 1.0.24
A multi-agent system for debugging API failures
9 versions - Latest release: about 1 year ago - 28 downloads last month - 37 stars on GitHub - 1 maintainer
auratrace 0.1.0
AI-powered data lineage and observability tool for Python
1 version - Latest release: about 1 year ago - 24 downloads last month - 1 stars on GitHub - 1 maintainer
starwhisper-observability-calc 1.0.3
天文可观测性计算器 - 支持恒星、深空天体和太阳系天体的可观测性计算,提供MCP和Web服务
3 versions - Latest release: about 1 year ago - 1.05 thousand downloads last month - 1 maintainer
starwhisper-observation-calculator 1.0.0
天文目标可观测性计算器 - 支持恒星、深空天体和太阳系天体的可观测性分析,提供MCP服务接口
1 version - Latest release: about 1 year ago - 218 downloads last month - 1 maintainer
puffinflow 2.1.0 💰
A powerful Python workflow orchestration framework with advanced resource management and observab...
3 versions - Latest release: 8 months ago - 71 downloads last month - 0 stars on GitHub - 1 maintainer
mcp-trace 0.1.7 💰
Open-source tracing middleware for MCP servers. Export logs, requests, and tool calls to files, P...
8 versions - Latest release: 11 months ago - 36 downloads last month - 12 stars on GitHub - 1 maintainer
pg-diag 0.18.4
PostgreSQL diagnostics with host metrics and portable JSON/HTML reports
22 versions - Latest release: 1 day ago - 1.11 thousand downloads last month - 3 stars on GitHub - 1 maintainer
aip-otel-exporter 0.6.0
OpenTelemetry exporter for AIP integrity checkpoints and AAP verification results
4 versions - Latest release: 1 day ago - 21 downloads last month - 2 stars on GitHub
adk-cost-tracker 0.1.6
Centralized, provider-agnostic LLM cost tracking and pricing management for Google ADK
3 versions - Latest release: 6 months ago - 37 downloads last month - 0 stars on GitHub - 1 maintainer
pocketflow-tracing 1.0.0
Observability and tracing for PocketFlow workflows using Langfuse
6 versions - Latest release: about 1 year ago - 50 downloads last month - 0 stars on GitHub - 1 maintainer
overcast-sre 0.1.0
AI-powered monitoring and incident management for startups - 3-line integration
1 version - Latest release: over 1 year ago - 34 downloads last month - 1 maintainer
spyglass-ai 0.1.9
A client library for shipping telemetry to the Spyglass AI platform
11 versions - Latest release: 2 months ago - 67 downloads last month - 4 stars on GitHub - 1 maintainer
cnoe-agent-utils 0.5.1
Core utilities for CNOE agents including LLM factory, tracing, and base agent classes
27 versions - Latest release: 12 days ago - 4.22 thousand downloads last month - 4 stars on GitHub - 2 maintainers
Top 2.6% on pypi.org
psutil-wheels 5.8.0 💰
Cross-platform lib for process and system monitoring in Python.
2 versions - Latest release: almost 5 years ago - 1 dependent package - 24 dependent repositories - 298 downloads last month - 11,285 stars on GitHub - 1 maintainer
kedo-ddtrace 0.8.5.0
Datadog tracing code
1 version - Latest release: over 9 years ago - 1 dependent repositories - 5 downloads last month - 651 stars on GitHub - 1 maintainer