- Conduid
- Marketplace
- #observability
MCP servers tagged observability
791 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.
Metrik
Monitoring for Ktor services in Kotlin/Native: one binary and one SQLite file, 106 nanoseconds per request in the service and one UDP packet a minute
Callwitness
Record every tool call an AI agent makes. Block nothing. A transparent MCP proxy.
Throne MCP Gateway
20 Production MCP Servers for AI Agent Infrastructure — Safety, Observability, Compliance & Intelligence
TokLedger
The local inference ledger -> a zero-dependency OpenAI-compatible proxy that prices every request your home GPU serves: tokens, TTFT, tok/s, kWh, local $ and cloud-equivalent cost.
Reprise
Deterministic record/replay & time-travel debugging for AI agents. Local-first, MCP-native.
Flightdeck
Deterministic testing and replay for MCP servers.
AI LLM Automation Systems
AI/LLM automation reference: RAG, tool calling, human review, evals, observability, safety gates, and local deterministic samples.
Glasshouse
Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attributio…
Perflens
Real-time Linux perf profiling in your browser. A tiny static C agent streams perf data from any ARM or x86 Linux device, big-endian included, and a Python server renders live fla…
Tares Cookbooks
Companion cookbooks that take a provider's agent, swap only its read path for one NavFlow query, and measure the difference on a real running system. Includes a self-contained SRE…
Stream Types
Streaming governance types for AI agents. The agent proposes. The policy engine disposes.
Prompt Gate
Control plane for safely exposing LLM providers to your teams
Remora
🐟 Wireshark for AI agents — a local, zero-config proxy that taps LLM + MCP traffic and renders it on a live timeline. See what your agent is actually doing.
Concord
An open-source AI-native platform that connects your existing DevSecOps tools through intelligent MCP agents — turning fragmented signals into instant root cause, fixes, and compl…
DevGuard Enterprise
DevGuard Enterprise — AI Security Platform powered by DataHub. Autonomous AI agents for security analysis, graph reasoning, evidence-driven remediation, and enterprise governance.
Nolane Habitat
Semantic project intelligence and governed workflows for agents
Cade
Docker-first, single-repo private developer platform: remote dev (Coder), AI coding agents, GitHub automation, Temporal durable orchestration, OPA/OpenBao governance, and Promethe…
Bedrock
Verified self-healing web scrapers. Every AI repair is tested against golden fixtures before it ships, and every row carries a provenance receipt with its full heal lineage. Built…
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…
Living Vault
Local-first system of record and effectiveness monitor for agentic assets (skills, subagents, MCP servers, bundles). Every asset carries evidence of use, cost, and effectiveness;…
Aegisai
Production-oriented AI platform with a centralized Main Agent, Advanced RAG, MCP, agent memory, planning, verification, security, evaluation, observability, and streaming.
Snappcloud Bot
ChatOps SRE assistant for Kubernetes/OpenShift. Answers questions and investigates Alertmanager alerts over MCP servers — strictly inside each user's own RBAC, read-only, with no…
Springboot MCP Gateway
Enterprise MCP gateway for Spring Boot: one governed endpoint in front of every MCP server, with authorization-aware tool discovery, quotas, audit and metrics.
Free AI Agent Stack
Every free LLM API, MCP server, agent framework and free-tier service you need to build an AI agent in 2026. 384 resources, human-verified, no credit card required for 222, links…
Jvm Incident Agent
JVM incident analysis from thread dumps, GC logs and heap histograms - deterministic rules, evidence chain on every finding, runs offline.
Checkrd SDK
Policy enforcement, kill switch, and signed telemetry for AI agent API calls. Python + JavaScript SDKs with a WASM-sandboxed policy engine.
Support Copilot
Customer-support AI agent: LangGraph supervisor + specialist handoffs, deterministic tools, human-in-the-loop refunds, guardrails, embedded eval gate, Langfuse traces, MCP. Fully…
Fossil
Semantic failure memory for AI agents — record reasoning failures, search past failures before acting, stop rediscovering the same mistakes.
Cronos
Black Box Recorder for AI Agents —MCP
Oncall Copilot
Provider-agnostic AI on-call assistant — RAG + a tool-using agent + an MCP server + an eval harness — runs on Claude, OpenAI or OpenRouter. A hands-on learning project.
Memoturn
Open-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when…
DeepSeek Infra
Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
Wardroom
Self-hosted development stack for a trusted team: PostgreSQL, Redis, MinIO, Mailpit, and a control-room dashboard on a remote Docker host.
Smb Products
8 MCP SMB products — standalone AI servers for SMBs: Guardrails, FinOps, Observability, Router, Trust Score, Memory, ThinkSecure, A2A Lite. 37 tools, TNC credits billing.
Stratos
Single-file zero-dep Node ESM CLI + library for CloudCDN. Agent-first: MCP stdio server, machine-readable `stratos schema`, NDJSON streaming, stable typed errors. ~35 commands acr…
Mcpspan
Open-source, self-hosted analytics for MCP servers
Stretto
Read ahead of your agent. An MCP proxy that learns, from an agent's recorded tool calls, which reads come next, and serves them in the same tool result, so the agent needs fewer L…
Corescout
Local-first Rust service that watches how your machine and your AI coding agent work together, tests what it notices with randomized trials, and serves the verified lessons back t…
Redact Secret Adapters
Secret redaction integrations for Pino, Python logging, OpenTelemetry traces, MCP, and AI context. Powered by Redact Secret.
Openobserve Readonly MCP
Read-only MCP server for OpenObserve: list streams, inspect schemas, run bounded SQL log searches
Spend Guard
Wrap any MCP server with a hard spend cap, per-tool rate limits, a wall-clock timeout and a kill switch. MCP has no built-in rate limiting - this is the drop-in stdio proxy that a…
Sre Harness
A minimal, runnable reference harness for SRE agents: tool orchestration, verification, memory, guardrails, and observability in one ~40-line loop. Agent = Model + Harness.
Rubixkube For AI
Investigate incidents, review evidence-backed root cause analyses, and track remediation across Kubernetes, AWS, GCP, Linux VMs, and hybrid platforms without leaving your editor.
Streamops Agent
AI-powered operations agent for Apache Flink streaming pipelines. Monitors Kafka and Flink metrics, detects anomalies, and recommends scaling and configuration actions via an MCP…
Loop Engineering Opentine
Loop engineering with verifiable provenance: every iteration of a branching agent loop becomes a recorded step in a content-addressed opentine artifact you can diff, fork, resume,…
Forja Guide
Open architecture and implementation roadmap for Forja, a governed multi-agent software factory.
Boundary Bench
Deterministic crash tests for agent control planes: paired worlds, hard stops, budgets, scopes, approvals, and hash-linked receipts.
Manifest Php
Manifest SDK for PHP. See every API call your app makes, heal the ones that fail, and know what will break next.
Agentic Harness Engineering Workshop
Agentic-Harness-Engineering-Workshop
Agent Loop Guard
Local runtime guard for coding agents with loop detection and explainable policy decisions.