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The Enterprise DNA directory

MCP Servers

Model Context Protocol servers. The standard way for any agent to read or write to any system.

Monitoring and tracing: Watch logs, metrics and traces, including LLM calls. 272 MCP servers for monitoring and tracing in this directory. Source-reviewed guides come first.

24 tools on this page

MMCPlowCatalogue

98lukehall/renoun-mcp

Various

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST

Alternative to Vectorize Io Hindsight

★ 1repo activity 7mo ago
open-sourcePython

Best for: Developers building multi-agent systems who need structural conversation monitoring without content inspection.

MMCPlowCatalogue

9hannahnine-jpg/arc-gate-mcp

Various

Runtime governance for MCP tool calls — Arc Gate for the MCP protocol layer

★ 0repo activity 5mo ago
open-sourcePython

Best for: Developers who need runtime policy enforcement for MCP-based agent tool calls in experimental or internal projects

MMCPlowCatalogue

AaronVick/ECHO_RIFT_MCP

Various

MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP clien

open-source

Best for: Developers building agent systems on EchoRift who want to leverage MCP client tools

MMCPlowCatalogue

aayushmdesai/mcp-dotnet-diagnostics

Various

MCP server for .NET runtime diagnostics — memory, GC, threads, and more

★ 0repo activity 4mo ago
open-sourceMITC#

Best for: .NET developers building AI-assisted debugging and monitoring tools

MMCPlowCatalogue

abrinsmead/mindpilot-mcp

Various

See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.

Alternative to Vectorize Io Hindsight

★ 88repo activity 11mo ago
open-sourceMITTypeScript

Best for: Developers building or maintaining AI agents who need to understand and debug their reasoning process

MMCPlowCatalogue

adiosdotdev/mcp

Various

Official Adios MCP server for managing workspaces, previews, builds, logs, services, and production deployments.

★ 1repo activity 1mo ago62/100
open-sourceMITJavaScript

Best for: Developers who use Adios and want to script or manage their cloud development environments through MCP.

MMCPlowCatalogue

aeoess/agent-passport-mcp

Various

MCP server for the Agent Passport System. Identity, delegation, enforcement, and signed receipts as tools in any MCP client. npx agent-passport-system-mcp

★ 3repo activity 1mo ago64/100
open-sourceApache-2.0TypeScript

Best for: Developers building agent systems that require identity management and auditable actions

MMCPlowCatalogue

Agaveis/hiberden-mcp

Various

Hiberden MCP connector — read and verify your local media archive (3-2-1 across LTO tape, disk, NAS, S3 cloud) from an AI assistant. Desktop extension (MCPB) for Claude Desktop.

★ 0repo activity 2mo ago58/100
open-sourceMITDockerfile

Best for: Media archivists using Claude Desktop who want simple AI-assisted checks of their 3-2-1 backup tiers.

MMCPlowCatalogue

agentgraph-co/agentgraph

Various

AgentGraph: Trust and identity layer for the agent internet

★ 1repo activity 4mo ago
open-sourceMITPython

Best for: Developers building multi-agent systems that need identity verification and access control

MMCPlowCatalogue

agentkitai/agentlens

Various

Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.

★ 9repo activity 3mo ago
open-sourceMITTypeScript

Best for: Developers building MCP-native AI agents who need auditable observability and logging.

MMCPlowCatalogue

agentward-ai/agentward

Various

Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.

★ 18repo activity 6mo ago
open-sourcePython

Best for: Teams that need to enforce and audit permissions in agentic workflows

MMCPlowCatalogue

AIM-Intelligence/AIM-Guard-MCP

Various

AIM MCP Server :: Guard and Protect your MCPs & AI Chatting

★ 20repo activity 1y ago
open-sourceISCTypeScript

Best for: Developers building MCP-based AI systems that require basic content safety guards

MMCPlowCatalogue

AIops-tools/Endpoint-AIops

Various

Governed AI-ops for managed-endpoint fleets (thin clients / VDI) — login-storm & drift analysis with built-in audit/budget/undo/risk-tier harness

★ 0repo activity 1mo ago60/100
open-sourceMITPython

Best for: IT operations teams managing thin client or VDI fleets with governance requirements

MMCPlowCatalogue

alexbypa/github-projectpulse-mcp

Various

projectpulse-mcp.private

★ 1repo activity 1mo ago62/100
open-sourceMITTypeScript

Best for: Developers who want a minimal, hackable MCP server for GitHub project data and are comfortable building out the tool.

MMCPlowCatalogue

alexpfau/zigbee2mqtt-mcp

Various

MCP server for administering a Zigbee2MQTT estate: health reporting, mesh diagnostics, OTA updates, pairing, binding and device options over the MQTT bridge API.

★ 29repo activity 2mo ago71/100
open-sourceMITTypeScript

Best for: Developers managing Zigbee2MQTT networks through MCP-enabled AI assistants

MMCPlowCatalogue

aliafsahnoudeh/wildfire-mcp-server

Various

MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth

★ 0repo activity 10mo ago
open-sourcePython

Best for: Developers building wildfire monitoring or alerting systems

MMCPlowCatalogue

AliKarami/MikroMCP

Various

Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.

★ 28repo activity 5mo ago
open-sourceMITTypeScript

Best for: Network engineers and administrators using MikroTik hardware who want to automate management with AI agents

MMCPlowCatalogue

alilxxey/openobserve-community-mcp

Various

alilxxey/openobserve-community-mcp — indexed from awesome-mcp-servers-punkpeye

★ 10repo activity 7mo ago
open-sourceGPL-3.0Python

Best for: Developers using OpenObserve who want AI-assisted observability via MCP

MMCPlowCatalogue

alimuratkuslu/byok-observability-mcp

Various

alimuratkuslu/byok-observability-mcp — indexed from awesome-mcp-servers-punkpeye

Alternative to Netdata Netdata Netdata, Posthog Posthog

★ 2repo activity 6mo ago
open-sourceMITTypeScript

Best for: Developers prototyping observability integrations in MCP-based AI tools

MMCPlowCatalogue

aliyun/alibaba-cloud-ops-mcp-server

Various

AlibabaCloud CloudOps MCP Server

★ 118repo activity 7mo ago
open-sourceApache-2.0Python

Best for: Developers building AI agents that need to manage Alibaba Cloud resources programmatically

MMCPlowCatalogue

Alog/alog-mcp

Various

Alog MCP Server - AI agent activity logger & monitor for Claude Code, Cursor, and other MCP clients

Alternative to Vectorize Io Hindsight

★ 0repo activity 8mo ago
open-sourceMITJavaScript

Best for: Developers using MCP-based AI agents who need activity logging

MMCPlowCatalogue

Alpic

ai.alpic.mcp

Alpic: build, deploy, monitor and distribute your ChatGPT Apps and MCP servers

open-source

Best for: Developers building and managing ChatGPT extensions or MCP-compatible services

MMCPBrowserlowCatalogue

ananddtyagi/webpage-screenshot-mcp

Various

An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.

★ 56repo activity 1y ago
open-sourceMITJavaScript

Best for: Developers using MCP agents that need visual verification during web development

MMCPlowCatalogue

andreisirbu91-lab/MCPSpend

Various

Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hosted

★ 65repo activity 5mo ago
open-sourceMITTypeScript

Best for: Developers using MCP servers who need to track and allocate costs per tool or client