- Conduid
- Marketplace
- #agent-observability
MCP servers tagged agent-observability
64 live MCP servers tagged "agent-observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agent-observability.
Tracely AI
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
Agentacct
See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files changed, tests run, time and tokens spent. Local-first dashboard for Cl…
Sandbase Harness
Open-source CMA-compatible agent runtime for any model, with MCP tools, sandboxed sessions, audit, replay, and a local console. Includes a native DeepSeek Harness bundle over stdi…
Tracely
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
1flowbase
1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in backend & React blocks to combine AI with business data. All managed by your Agent via M…
Bitrouter
The context-aware model router that learns & adapts to your long-horizon coding agent workflows. Lightweight & extensible, works with any harnesses, any models, any loops.
Mosoo
The open-source Agent Gallery and Gateway for Codex, Claude Agent SDK, and OpenCode. Developers publish an Agent once behind one HTTP API; users run it in an isolated cloud sandbo…
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…
Tma1
Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.
Dunetrace
The runtime reliability layer for AI agents.
Gantry
A native macOS dashboard for Claude Code, Codex & other AI coding tools. Inspect quota, context & MCP; preview fixes and undo. Free for personal use. Closed-source.
AgentMeasure
Open measurement infrastructure for agent-facing software. Separate operations from attempts, evidence from inference, and usage from value. Reach → Choice → Use → Utility → Value.
Observer
Claude Code cost tracking, Cursor token usage, Codex spend — AI coding agent observability across 26 adapters, proxy-accurate token counts and cost.
Rikinshah787/dotpals
only.
Awesome Agent Observability
Curated list of tools, standards, and platforms for LLM and AI-agent observability: OpenTelemetry GenAI conventions, tracing, evals, guardrails, gateways, and MCP tooling.
Yoetz
Yoetz — local-first structured work evidence, deterministic checks, and honest verification receipts.
Atmem
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and Lan…
Agent Trace
strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, or any MCP client
Hyperweave
Portable visual output layer for agents. One API call, one SVG. Zero dependencies, renders in any markdown.
Awesome X Ops
A curated map of modern X-Ops: AI Ops, LLM/Agent Observability, Platform Engineering, GitOps, DataOps, FinOps, DevSecOps, and production-grade open-source operations tooling.面向现代…
Reactive Agents Ts
The transparent, composable harness for TypeScript agents. The same code runs the full agent loop on a local 4B model or a frontier API, with tool-call healing, verification, and…
Isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
AgentProvenance
Security-oriented three-axis observability for sandboxed AI agents: model intent, app context, and runtime telemetry into verifiable evidence graphs for risk, forensics, and audit.
Copper
See what your AI agent is actually doing. One line, zero infra.
Agent Lens
看清 AI 编码智能体的每一次可观察行动。 · Trace your agents, down to every tool and MCP.
Unitares
Accountability infrastructure for long-running AI agents. Self-hosted MCP server: identity, claims and evidence, review, outcomes, and reconstruction across agent runtimes.
Agent Triage
Diagnose your AI agents in production. Extract policies from prompts, evaluate traces, generate diagnostic reports.
Qed Proof Core
Proof of Agent Work (PoAW): an open protocol and self-hostable node that verifies what AI agents claim they did and issues signed, publicly checkable receipts.
Agentbox
Black box footage for AI agents: local replay of terminal output, file diffs, MCP tool calls, and risk flags.
AMazeControlPlane
Open-source AI Agent Control Plane for runtime MCP security, policy enforcement, PII protection, tool governance, and audit logging. Runtime control plane for AI agents. Every LLM…
Otelcol Genai Sketches
Bounded GenAI metrics and keyed summaries from OpenTelemetry traces
Fleetdiff
See what changed in your agent app's token usage, from summary files instead of raw traces.
Agent Observatory
Local-first dashboard for observing Codex and Claude projects, sessions, subagents, skills, plugins, hooks, and MCP servers.
Vstack
AI agents fail like junior teammates, looping on bad ideas, ignoring feedback, and escalating commitment. vstack ports 34 of the most-cited organizational-behavior frameworks so y…
Contextpulse MCP
Real-time MCP server that tracks context budget, detects agent loops, and alerts before token overflow — for Claude Code, Cursor, and any MCP-compatible AI tool.
Agentenna
Agentenna is the awareness layer for AI agents — a live, token-bounded view of what's happening, rendered straight into context.
GenOS
Git-like branching, deterministic replay, and evidence-driven evaluation for reproducible AI agents.
Decision PGA
Decision-state diagnostics for agent workflows using probability-simplex PGA.
Agentic Coding Harness
Run, watch, and meter Claude Code, Codex CLI, Gemini CLI, OpenCode, and Kiro from one CLI. Normalized events, cache-aware token usage, cost accounting verified against each agent'…
Conciencia
The Open Control Plane for Autonomous Work. Orchestrate AI agents, missions, approvals, governance and observability - with MCP, human-in-the-loop execution and full auditability.
TracePad
LLM observability and evals in a single binary: traces, prompts, datasets, scores and review queues for LLM and agent apps. Self-hosted, SQLite inside, OpenTelemetry-native, MCP a…
Omnodex
Omnodex: Security & Observability for AI Agent Execution
Pollymetric
See what your AI agents are doing to your Mac: servers they left running, project copies filling your disk, local models holding memory, plugins with keys in plain text. A free, o…
MPL
Contracts, quality measurement, and audit trails for AI agent communication.
Agentclip Python
Python SDK + CLI + MCP server for AgentClip — the open-source tool that turns AI agent runs into shareable URLs.
Codexlens
macOS app for OpenAI Codex and Claude Code MCP activity
AgentAction
Trust infrastructure for autonomous AI agents: decision assurance, action authorization, runtime controls, and verifiable lifecycle evidence.
FrostMI
Local-first macOS intelligence for AI Agents: MCP and Skill discovery, process attribution, FSEvents, network destinations, Session Graphs, and local evidence.
Attemptdb
AttemptDB - the database for what AI coding agents tried. Local-first, temporal and causal, written in Rust.
Agent Rewind
Agent Rewind: flight recorder + undo button for AI agents (MCP interception proxy — journal, snapshots, policy gate, kill switch, rewind)