Projects in Awesome Lists tagged with agent-observability
A curated list of projects in awesome lists tagged with agent-observability .
https://github.com/memodb-io/acontext
Agent Skills as a Memory Layer
agent agent-development-kit agent-observability ai-agent anthropic context-data-platform context-engineering data-platform llm llm-observability llmops memory openai self-evolving self-learning
Last synced: 08 Apr 2026
https://github.com/liaohch3/claude-tap
Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi, Pi, and Hermes in a local trace viewer.
agent-debugging agent-observability ai-agents ai-tools api-debugging claude-code codex codex-cli cursor-cli developer-tools gemini-cli hermes-agent kimi llm llm-proxy opencode pi-coding-agent proxy trace trace-viewer
Last synced: 26 May 2026
https://github.com/pegasi-ai/reins
Stop AI agents from doing things you didn't ask for.
agent-observability agent-security ai-monitoring ai-safety audit-trail browser-automation claude-code-marketplace claude-code-plugin claude-code-skill cua human-in-the-loop intervention mcp openclaw-security
Last synced: 09 Jun 2026
https://github.com/chirpz-ai/pandaprobe
open source agent engineering platform: traces, evals, and metrics to debug and improve your AI agents. Integrates with LangGraph, CrewAI, Claude Agent SDK, and more.
agent-engineering agent-evaluation agent-observability agentic-ai claude-agent-sdk crewai langgraph monitoring open-source openai-agents-sdk self-hosted tracing
Last synced: 04 Jun 2026
https://github.com/tma1-ai/tma1
Local-first observability for AI agents, with a built-in dashboard. Cost, sessions, anomalies, and conversation replay — all on your machine.
agent-observability ai-agents claude-code codex llm-observability local-first logs metrics observability openclaw opentelemetry self-hosted sql tracing
Last synced: 31 May 2026
https://github.com/monte-carlo-data/mc-agent-toolkit
Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.
agent-observability agent-skills ai-agents claude-code codex-skills cursor data-observability data-quality mcp monte-carlo opencode skill-md skillsmp vscode
Last synced: 20 Apr 2026
https://github.com/siddhant-k-code/agent-trace
Observability for AI agents. See what your agent did, why it cost that much, and what to fix.
agent-observability agent-trace agent-traces agents ai-agents cli datadog developer-tools honeycomb llm-tools observability opentelemetry strace trace traces tracing
Last synced: 10 Jun 2026
https://github.com/Siddhant-K-code/agent-trace
strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, Gemini CLI or any MCP client
agent-observability agent-trace agent-traces agents ai-agents cli datadog developer-tools honeycomb llm-tools observability opentelemetry strace trace traces tracing
Last synced: 29 May 2026
https://github.com/bitrouter/bitrouter
The agentic proxy for modern agent runtimes. Smart, safe, agent-controlled routing across LLMs, tools, and agents.
a2a agent-guardrails agent-harness agent-observability agent-runtime ai-agent ai-agents api-gateway bittensor claude-code llm-gateway llm-router mcp openai-compatible openclaw opencode rust skills solana x402
Last synced: 06 May 2026
https://github.com/roackb2/heddle
An open-source terminal coding agent runtime and CLI for real project work.
agent-framework agent-memory agent-observability agent-runtime agentic-coding autonomous-agent cli-agent coding-agent heartbeat knowledge-persistence provider-agnostic semantic-drift terminal-agent
Last synced: 31 May 2026
https://github.com/necmttn/ax
the agent experience layer · observability + memory for AI coding agents (Claude Code + Codex) · local-first, typed, yours
agent-memory agent-observability ai-agents bun claude-code codex developer-tools effect-ts evidence-graph llm-observability surrealdb typescript
Last synced: 03 Jun 2026
https://github.com/nk3750/clawlens
Agent observability and guardrails for OpenClaw — risk scoring, audit trails, dashboard.
agent-observability ai-agents guardrails local-first openclaw openclaw-plugin risk-scoring typescript
Last synced: 22 May 2026
https://github.com/aiperceivable/apcore-python
A schema-driven module development framework for Python.
agent-foundation agent-observability agent-schema ai ai-agent-skd ai-agents ai-api-specification ai-executor ai-plugin-architecture
Last synced: 19 Apr 2026
https://github.com/juliensimon/ocel-generator
Generate realistic multi-agent workflow traces with LLM-enriched content. pip install open-agent-traces
agent-observability agent-traces ai-agents anomaly-detection conformance-checking dataset-generation dataset-generator langchain llm llm-agents multi-agent ocel process-mining synthetic-data
Last synced: 07 Apr 2026
https://github.com/chaukasai/chaukas-sdk
One line to instrument your agent and capture every event in an immutable, queryable audit trail.
agent-observability agents ai-agents audit audit-logs compliance distributed-tracing error-tracking governance governance-risk-compliance immutability mcp observability policy-enforcement pypi python sdk token-usage tool-calls
Last synced: 14 Jan 2026
https://github.com/agentkitai/agentlens
Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.
agent-observability ai-agents ai-safety hono mcp model-context-protocol observability react typescript
Last synced: 07 Mar 2026
https://github.com/tylerjrbuell/reactive-agents-ts
Composable TypeScript AI agent framework — Effect-TS type safety, 5 reasoning strategies, persistent gateway, real-time streaming, multi-agent A2A
agent-framework agent-observability agent-orchestration agentic-ai ai-agents anthropic automation bun composable effect-ts gateway google-ai llm mcp multi-agent ollama openai streaming type-safe typescript
Last synced: 16 Mar 2026
https://github.com/dwgx/agentscope
Electron desktop console for monitoring local AI coding-agent sessions and safe handoff evidence
agent-observability ai-agent-monitoring ai-agents codex codex-cli desktop-app developer-tools electron local-first session-management typescript
Last synced: 15 Jun 2026
https://github.com/hanlinlibham/able-harness-kit
Thin, backend-neutral agent-harness middlewares for LangChain / deepagents: loop guard, binary-read guard, tool-result budget.
agent agent-harness agent-observability deepagents langchain llm middleware python
Last synced: 03 Jun 2026
https://github.com/aygp-dr/nexushive-agent-insights
Enterprise-grade observability for AI agents using OpenTelemetry
agent-observability ai-agents llm-monitoring opentelemetry smolagents telemetry
Last synced: 17 May 2026
https://github.com/mizcausevic-dev/agentobserve
Operations console for AI agent fleets. Tracks runs, traces, and tool calls with cost budgets, regression detection, SLA scoring, and incident routing. Built for Directors of Platform managing agents in production, not researchers debugging prompts.
agent-observability agent-runs cost-tracking express llm-monitoring platform-engineering regression-detection sla-monitoring typescript
Last synced: 01 Jun 2026
https://github.com/mizcausevic-dev/kinetic-flightdeck
Unified ops console for AI Platform Engineering. Aggregates MCP server posture, governance decisions, and agent fleet observability into one operator surface.
agent-observability ai-governance ai-platform ciso-tooling express flightdeck mcp ops-console platform-engineering typescript
Last synced: 01 Jun 2026
https://github.com/Sheygoodbai/vericlaw
AI agent correction and LLM supervision for OpenClaw on Apple-native surfaces.
agent-observability ai ai-agents ai-safety apple hallucination-detection iphone llm llmops macos openclaw supervision vericlaw
Last synced: 02 May 2026
https://github.com/mesedi-ai/mesedi
Guardians for autonomous AI agents. Detect loops, crashes, prompt injection, validator failures, drift, and runaway costs in production. Python + TypeScript SDKs, Go backend, drop-in adopt.
agent-guardrails agent-observability ai-agents anthropic crewai golang langchain llm-monitoring llm-observability observability prompt-injection python typescript vercel-ai-sdk
Last synced: 31 May 2026
