"Automating Project Documentation with a Focus on Memory Management" matching MCP servers:

• 

  Log Analyzer with MCPofficial

  awslabs

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

  Last updated 2026-07-16

  167

  Apache 2.0

• MCP Project Manager

  skdkfk8758

  A

  license

  -

  quality

  D

  maintenance

  A comprehensive project management and workflow tracking system that integrates with Claude Code via MCP, automatically capturing sessions, tools, agents, and project tasks into a centralized dashboard and database.

  Last updated 2026-02-08

  22

  MIT
• 

  oncallhealth-mcpofficial

  Rootly-AI-Labs

  A

  license

  B

  quality

  C

  maintenance

  MCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.

  Last updated 2026-07-21

  3

  Apache 2.0

• Plausible MCP

  The-Focus-AI

  A

  license

  B

  quality

  D

  maintenance

  Enables natural language interaction with Plausible Analytics data to query traffic, visitors, engagement, and more using conversational questions.

  Last updated 2025-07-15

  4

  1

  MIT
• 

  Teradata Workload Managementofficial

  teradata-labs

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides comprehensive monitoring and management capabilities for Teradata Workload Management (WLM), enabling tasks like performance troubleshooting, emergency throttling, and scheduled maintenance through 41 tools and 39 resources.

  Last updated 2026-04-21

  5

  Apache 2.0

• runmeter

  Aptica-Solutions

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.

  Last updated 2026-07-24

  MIT

• PCAP-Analyzer MCP Server

  Amaze-with-AI

  A

  license

  -

  quality

  D

  maintenance

  Enables natural language analysis of network packet captures, including protocol detection, flow analysis, and security threat identification, integrated with AI assistants.

  Last updated 2025-10-02

  3

  MIT

• MCP Terminal Monitor

  pavanvzm

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.

  Last updated 2026-07-08

  5

  MIT
• 

  ThinkNEO MCP SMBofficial

  thinkneo-ai

  A

  license

  A

  quality

  A

  maintenance

  8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets detection), FinOps (AI cost tracking and budgets), Observability (agent tracing), Smart Router (17+ models, 9 providers), Trust Score (governance scoring 0-100), Memory (persistent agent memory), ThinkSecure (runtime security + SOC2/GDPR audit), and A2A Lite (agent-to-agent protocol). 37 tools total, TNC credits

  Last updated 2026-07-03

  4

  MIT

• MCPSpend

  andreisirbu91-lab

  A

  license

  A

  quality

  A

  maintenance

  Real-time cost observability for Model Context Protocol tool calls. Wraps any MCP server, attributesspend per tool/project/customer. Free 25K calls/month. EU-hosted, GDPR-ready, MIT.

  Last updated 2026-07-14

  6

  83

  MIT

• cyberrescue

  Vivekpatil200320

  A

  license

  A

  quality

  B

  maintenance

  A locally-hosted MCP (Model Context Protocol) server that gives Claude real tools to debug Docker containers — fetch logs, inspect memory/CPU, and run diagnostic commands inside a container, all from a chat with Claude Desktop.

  Last updated 2026-07-04

  3

  1

  MIT

• site24x7-code-mode-mcp

  jmpijll

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbox to execute API calls, enabling management of monitors, accounts, and MSP/BU tenancy through natural language.

  Last updated 2026-06-12

  2

  MIT

• LogicMonitor MCP Server

  monitoringartist

  A

  license

  A

  quality

  D

  maintenance

  MCP server enabling AI assistants to interact with your LogicMonitor, providing 125 tools for comprehensive monitoring and management operations.

  Last updated 2026-06-10

  70

  25

  12

  AGPL 3.0

• openclaw-health-mcp

  temurkhan13

  A

  license

  A

  quality

  B

  maintenance

  MCP server for AI agent deployment health — gateway status, CPU/memory/swap, recent errors from journalctl/dmesg, skill registry integrity, upgrade outcomes, cron + disk usage. Each component gets HEALTHY/DEGRADED/CRITICAL classification with overall rollup.

  Last updated 2026-05-13

  8

  MIT

• MacOS Resource Monitor MCP

  Pratyay

  A

  license

  A

  quality

  D

  maintenance

  Identifies resource-intensive processes on macOS across CPU, memory, and network usage, with tools for detailed process filtering and system overview.

  Last updated 2026-03-30

  3

  22

  MIT

• Agent Receipts

  webaesbyamin

  A

  license

  A

  quality

  C

  maintenance

  Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call. Constraints, chains, AI judgment, invoicing, and local dashboard included.

  Last updated 2026-04-13

  24

  3

  1

  MIT

• WAF MCP Server

  KratosUAE

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS via Docker, with tools for overview, drill-down, and rule/IP management.

  Last updated 2026-04-09

  15

  MIT

• CLS MCP Server

  Tinker-LGD2026

  A

  license

  A

  quality

  D

  maintenance

  Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CLS), enabling log analysis, PromQL metrics queries, and resource management. It allows AI assistants to perform CQL/SQL retrieval, manage alarm strategies, and handle data processing tasks with tiered permission controls.

  Last updated 2026-04-02

  24

  5

  Apache 2.0

• mcp-redis-monitor

  antonio-mello-ai

  A

  license

  A

  quality

  C

  maintenance

  FastMCP server with read-only tools to monitor Redis — queue depths, Celery queue status, connected clients, server/memory info, and per-database key counts

  Last updated 2026-06-04

  5

  3

  MIT

• mcp-system-info

  cooderamily

  A

  license

  A

  quality

  F

  maintenance

  Provides system hardware information (CPU, memory, storage, etc.) and system status (OS, network, resource usage) via MCP tools.

  Last updated 2025-07-10

  2

  14

  ISC