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MCP servers tagged observability

792 live MCP servers tagged "observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with observability.

792

live servers

avg trust

11K

most stars

751

ErrorLens MCP

Master0fFate

Structured error recovery, retry safety, and local traces for MCP agents.

updated 16 days ago

752

Trace

froggychips

Experimental: stdio proxy that logs MCP JSON-RPC metadata (method, tool, latency, errors) to local SQLite — no bodies by default. Sister project to mcp-vault. Install from git; th…

updated 4 months ago

753

Audit

nyx-builds

Agent observability MCP server — trace, audit, and monitor AI agent tool calls. OpenTelemetry, Prometheus, and Grafana export.

updated 2 months ago

754

Armature

api-evangelist

Armature — independent third-party profile of a public API surface, by API Evangelist. Armature is a Y Combinator (Spring 2026) startup building product analytics for AI agent ses…

updated 3 days ago

755

Panopticon

brnyxx

Local-first MCP behavior observatory: discover installed servers, run them in a decoy sandbox, and compare declared vs observed behavior.

updated a month ago

756

Audit

tahasiddiquii

An evaluation harness for MCP servers: tool-selection accuracy, schema-drift (breaking-change) detection, description linting, and a production-readiness scorecard. Runs as an MCP…

updated 3 months ago

757

Prometheus MCP Server

ramkrsna

Prometheus MCP Server - Direct Prometheus integration for AI agents via Model Context Protocol

updated a year ago

758

Awesome Finance Agent

Manishtitular816

Explore finance agent SDKs, wallet tools, safety layers, and simulation systems for building safer financial agents

updated 6 days ago

759

Agent Forge

FMFigueroa

Multi-agent LinkedIn content factory powered by Claude — production-grade with observability, cost tracking & LLM-as-judge evals.

updated 6 months ago

760

Agentic Governance Intelligence Platform

danieloza

AGIP is a local-first AI governance platform for autonomous agents, providing scoped access, policy simulation, approvals, audit logs, redaction, incidents, regression testing, ob…

updated 4 months ago

761

ProdRescue

BashaarJavaid

Autonomous self-healing SRE agent pipeline that detects production incidents, diagnoses root cause, writes and tests a patch, and opens a PR — built with LangGraph, MCP, and a san…

updated 3 months ago

762

Claude Token Management

DrewDawson2027

Local Claude Code token-drain control plane with guard hooks, benchmarks, schemas, and live/runtime certification.

updated 11 days ago

763

Video Publisher

bwolak94

Event-driven, multi-provider AI video production platform: agentic research & scripting (CrewAI, LangGraph HITL), synthetic media with provider fallbacks, Remotion Lambda renderin…

updated 7 days ago

764

Aetower

schiste

Local-first macOS observability for operators, developers, and AI agents.

updated 5 days ago

765

Faultline

madhavvan

Structural ML failure detection on the DataHub metadata graph. Your model did not drift - your graph did.

updated 2 months ago

766

AI Projects Inventory Copilot

mcorona

Governed GenAI inventory agent: provider-agnostic (LM Studio, OmniRoute, Amazon Bedrock), guarded text-to-SQL, RAG, MCP, guardrails, human-in-the-loop orders, rigorous evals with…

updated 17 days ago

767

Agentflight

AkiCagkan

Write LLM agents in plain Python: watch every call live, step in, replay any step, and test them with evals. Panel for the browser, VS Code, Cursor and JetBrains.

updated 6 days ago

768

Kinesift Public

cplj

Observe AI agents from outside the sandbox: tamper-evident side-effect logs for Docker-run agents, with Harbor import and reset-able task environments.

updated 4 days ago

769

Spring AI

tusquake

This project contains step-by-step documentation, architectural diagrams, and interactive coding exercises designed to take you from a curious developer to a production-ready AI e…

updated 6 months ago

770

Portcullis

Riverside1114

A firewall and flight recorder for AI tool calls. Proxies MCP traffic, records every call, and enforces policy.

updated a month ago

771

MCP

outagedeck

Official OutageDeck MCP server for vendor-published cloud and SaaS status, incident timelines, and observed uptime history.

updated 2 months ago

772

Lens

GandalFran

Observability and instrumentation layer for the Model Context Protocol 🤖🔍

updated 7 months ago

773

Contextgate

orimyth

Security & observability proxy for MCP servers — block dangerous tool calls, scrub secrets, prune unused tools, and watch everything in a real-time dashboard.

updated 8 months ago

774