Developer · Local MCP server
Agent Observability
AI agent observability with deterministic record/replay for debugging agent failures.
What the MCP Registry states
The entry as published to the official MCP Registry (read 2026-10-04), latest version.
- Registry name
io.github.RudrenduPaul/agent-observability- Version
- 0.1.11
- Status
- Active
- Category
- developer
- Transport
- stdio (local process)
- Package
- PyPI
- Published
- 2026-08-10
- Updated
- 2026-08-10
- Publisher
- RudrenduPaul (GitHub) · 34 servers with pages here
- Repository
- github.com/RudrenduPaul/agent-observability
- Source
- Registry API entry
Packages
| Registry | Package | Version | Transport |
|---|---|---|---|
| PyPIruntime: uvx | agent-observability-trace-cli | 0.1.11 | stdio |
How to connect Agent Observability
Agent Observability runs locally from a Python package published to PyPI: agent-observability-trace-cli version 0.1.11. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx agent-observability-trace-cli.
In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):
{
"mcpServers": {
"agent-observability": {
"command": "uvx",
"args": [
"agent-observability-trace-cli"
]
}
}
}Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect
More from RudrenduPaul (GitHub)
| Server | Runs |
|---|---|
| Agent EvalStatistical regression testing for LLM agents: p-value, effect size, and CI on behavior change. | Local · stdio |
| AgenticworkspaceWraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans. | Local · stdio |
| AuditreachBYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server. | Local · stdio |
| ComputeledgerSigns, hash-chains, and verifies compute usage receipts via an MCP server, no issuer trust required. | Local · stdio |
| ContinuityguardWraps the ContinuityGuard CLI as a single generic MCP tool for video-clip continuity scans. | Local · stdio |
| DeskcertEvaluates whether an AI agent is safe to operate internal web apps via an MCP run_suite tool. | Local · stdio |
| EvolveguardWraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks. | Local · stdio |
| Freelancer Payment ProtectionWraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks. | Local · stdio |
| GraphkeeperMines git history for file co-change patterns into a queryable knowledge graph via MCP. | Local · stdio |
| HaltproofFail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP. | Local · stdio |
| InferbenchBenchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools. | Local · stdio |
| LlmscoutZero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site. | Local · stdio |
More developer servers
| Server | Runs |
|---|---|
| Agent Memory MCPMarkdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database. | Local · stdio |
| Agent Never Give UpAn escape guide for coding agents, providing structured thinking tools to help agents unstick. | Local · stdio |
| Agent Nexus180+ tested APIs, MCP servers and CLIs your agent can call. Self-service key in one call. | Remote · HTTP |
| Agent ObservabilityTrace AI agent execution: every tool call, every error, every dollar. Open source, local-first. | Local · stdio |
| Agent Output GuardValidate and verify data from other agents before acting on it. Zero LLM costs. | Local · stdio |
| Agent PlanetsA galaxy where every AI agent owns a planet: claim free, terraform, build, visit, trade. | Remote · HTTP |
| Agent Readiness AuditorAudits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt. | Local · stdio |
| Agent Readiness MCPAgent Readiness MCP — the free Agent Readiness scanner as an MCP server. Measures your ASO Score. | Local · stdio |