"How to check console logs and network activity" matching MCP servers:

• How-To-Cook

  xiaobenyang-com

  A

  security

  A

  license

  B

  quality

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• Activity Collector MCP

  srdmathur

  -

  security

  A

  license

  -

  quality

  Collects and aggregates developer activity data from GitLab, GitHub, Google Calendar, and Outlook Calendar. Enables tracking of commits, pull requests, code reviews, issues, and meeting information across multiple platforms with secure OAuth authentication.

  Last updated 2025-12-09

  5

  MIT

• domain-check

  saidutt46

  -

  security

  F

  license

  -

  quality

  Fast domain availability checker with RDAP/WHOIS lookup, batch checking, TLD presets, pattern generation, and detailed registration info. Built in Rust for native performance.

  Last updated 2026-03-22

  261

• Azure Logs MCP

  rlaput

  A

  security

  A

  license

  B

  quality

  Enables querying Azure Application Insights logs by order number through natural language. Provides secure access to Azure Monitor logs with comprehensive error handling and rate limiting.

  Last updated 2025-12-02

  1

  1

  MIT

• inspect-logs-mcp

  PranshuSrivastava

  A

  security

  F

  license

  A

  quality

  Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation logs directly from tools like Claude Code and Cursor. It provides capabilities to list logs, view evaluation summaries, and inspect conversation histories for specific samples.

  Last updated 2025-12-17

  6

• Simple Console MCP

  tznthou

  A

  security

  A

  license

  A

  quality

  A minimal browser debugging MCP server that monitors Chrome Console logs and executes JavaScript. 97% lighter than full DevTools alternatives, providing just 4 essential tools for efficient debugging without consuming excessive context tokens.

  Last updated 2026-04-15

  4

  124

  1

  Apache 2.0

• Search Console MCP

  saurabhsharma2u

  -

  security

  A

  license

  -

  quality

  Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.

  Last updated 2026-04-05

  322

  101

  MIT

• Network AI

  Jovancoding

  A

  security

  A

  license

  A

  quality

  Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

  Last updated 2026-04-18

  22

  1,147

  40

  MIT

• MCP Console Automation Server

  ooples

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.

  Last updated 2026-04-17

  138

  29

  MIT

• Network Security Control

  JoshDoesIT

  -

  security

  A

  license

  -

  quality

  Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.

  Last updated 2025-11-25

  MIT

• rug-check-mcp

  kukapay

  -

  security

  A

  license

  -

  quality

  An MCP server that detects potential risks in Solana meme tokens, helping AI agents avoid rug pulls and unsafe projects.

  Last updated 2025-05-06

  19

  MIT

• CloudWatch Logs MCP Server

  serkanh

  -

  security

  F

  license

  -

  quality

  An MCP server that allows AI assistants to access AWS CloudWatch logs by listing log groups and reading log entries.

  Last updated 2025-03-30

  27

• Metro Logs MCP

  igorzheludkov

  A

  security

  F

  license

  B

  quality

  Captures and provides access to React Native console logs from Metro bundler, enabling AI assistants to retrieve, filter, and search app logs in real-time without manual copy/paste.

  Last updated 2026-04-20

  64

  3,043

  50

• mcp-vibe-check

  vinny1575

  -

  security

  A

  license

  -

  quality

  Custom version of vibecheck

  Last updated 2025-10-09

  90

  MIT

• Network MCP Server

  i-Nihal

  -

  security

  F

  license

  -

  quality

  Enables AI agents to interact with Cisco IOS-XE network devices over SSH using structured tools. Provides read and write capabilities for network management with built-in validation and security.

  Last updated 2026-04-18

• JSON Logs MCP Server

  mfreeman451

  A

  security

  A

  license

  B

  quality

  JSON Logs MCP Server

  Last updated 2025-06-06

  4

  4

  MIT No Attribution

• Network Scanner MCP

  marc-shade

  -

  security

  F

  license

  -

  quality

  Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

  Last updated 2026-02-22

  1

• Vibe Check MCP

  PV-Bhat

  A

  security

  A

  license

  B

  quality

  A metacognitive pattern interrupt system that helps prevent AI assistants from overcomplicated reasoning paths by providing external validation, simplification guidance, and learning mechanisms.

  Last updated 2026-03-30

  2

  90

  481

  MIT

• UniFi Network MCP Server

  Ruashots

  A

  security

  F

  license

  B

  quality

  Enables AI assistants to manage UniFi network infrastructure through 50+ tools covering devices, clients, networks, WiFi, firewall rules, and guest access using the official UniFi Network API.

  Last updated 2026-01-09

  52

  7,362

  2

• Google Search Console MCP

  sarahpark

  -

  security

  A

  license

  -

  quality

  Provides AI agents with read-only access to Google Search Console data, including search analytics, index coverage, and sitemap status. It enables users to query clicks, impressions, and ranking performance or check URL indexing status through natural language.

  Last updated 2026-03-23

  7

  1

  MIT

• mcp-server-logs-sieve

  Oluwatunmise-olat

  A

  security

  A

  license

  -

  quality

  An MCP server that connects Claude (or any MCP compatible client) to your existing log infrastructure. Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch without writing filter expressions or leaving your editor.

  Last updated 2026-03-15

  6

  1

  MIT

• Fact Check Tools MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that enables interaction with Google's Fact Check Tools API, allowing users to query and manage fact-check claims and publishers through natural language commands.

  Last updated 2025-07-16

• Network Diagram MCP Server

  Fogrexon

  -

  security

  F

  license

  -

  quality

  Creates and visualizes network diagrams through MCP tools for adding nodes and edges, with real-time web interface and REST API for building architecture diagrams interactively.

  Last updated 2025-12-26

• Better Google Search Console

  houtini-ai

  A

  security

  A

  license

  A

  quality

  Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions and analyse for you.

  Last updated 2026-04-16

  12

  21

  12

  Apache 2.0

• Firebase App Check MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that enables interaction with the Firebase App Check API, allowing users to verify and manage the authenticity of requests to Firebase backend services through natural language.

  Last updated 2025-07-12

• Local Logs MCP Server

  mariosss

  A

  security

  A

  license

  A

  quality

  Enables monitoring and analysis of local application log files with real-time tailing, error tracking, and search capabilities. Perfect for debugging Node.js applications, web servers, or any application that writes to log files through natural language commands.

  Last updated 2025-09-18

  6

  3

  MIT

• Pyth Network MCP Server

  itsOmSarraf

  A

  security

  A

  license

  A

  quality

  Provides real-time access to Pyth Network's decentralized oracle price feeds across 1,930+ assets and 107+ blockchains, enabling AI agents to fetch current prices, historical data, and TWAP calculations for crypto, equity, FX, metal, and rates markets.

  Last updated 2025-10-15

  5

  4

  MIT

• Google Search Console API MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that provides access to Google's Search Console API, allowing users to interact with website search performance data and manage search presence through natural language.

  Last updated 2025-07-16

• Youth Activity Information MCP

  hyunhoonj

  A

  security

  F

  license

  B

  quality

  Enables access to South Korea's Ministry of Gender Equality and Family youth activity information through public data API, supporting regional searches, keyword filtering, and activity discovery for youth programs.

  Last updated 2025-11-12

  6

  3

• RGB Lightning Network MCP

  lnfi-network

  A

  security

  F

  license

  B

  quality

  Enables AI assistants to interact with RGB assets, Lightning Network operations, and Bitcoin transactions through RGB Lightning Node APIs. Supports asset management, invoice creation/payment, channel management, on-chain transactions, and asset swaps.

  Last updated 2025-09-16

  18

  2

  1

• Console MCP Server

  bvelasquez

  -

  security

  F

  license

  -

  quality

  Captures and stores console output from any process in SQLite with full-text search, enabling AI assistants to search logs, monitor errors, and analyze multi-process activity through natural language queries.

  Last updated 2025-06-18

• markdown-to-html

  fashionzzZ

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,182

  3

  MIT

• OpenAPI to MCP

  EvilFreelancer

  -

  security

  A

  license

  -

  quality

  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  10

  16

  MIT

• docs-to-mcp

  fayazara

  -

  security

  F

  license

  -

  quality

  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2025-12-10

  10

• Skill-to-MCP

  biocontext-ai

  A

  security

  A

  license

  A

  quality

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  23

  Apache 2.0

• code-to-tree

  micl2e2

  -

  security

  A

  license

  -

  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT

• Swagger to MCP

  suhailtajshaik

  -

  security

  A

  license

  -

  quality

  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

  MIT

• Anything-to-NotebookLM

  joeseesun

  -

  security

  A

  license

  -

  quality

  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-10

  748

  MIT

• text-to-model

  mikan-atomoki

  A

  security

  A

  license

  B

  quality

  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• Multi LLM Cross-Check MCP

  lior-ps

  -

  security

  A

  license

  -

  quality

  A Model Control Protocol server that integrates with Claude Desktop to enable simultaneous querying and cross-checking of responses from multiple LLM providers including OpenAI, Anthropic, Perplexity AI, and Google Gemini.

  Last updated 2025-05-21

  15

  MIT
• 

  Orderly Network MCP Serverofficial

  OrderlyNetwork

  -

  security

  A

  license

  -

  quality

  The Orderly Network MCP server gives AI assistants direct access to Orderly documentation, SDK patterns, API references, workflows, and contract addresses through a single MCP integration. It helps developers build trading UIs and integrations faster by making Orderly-specific guidance and code examples instantly queryable.

  Last updated 2026-04-02

  48

  4

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  C

  quality

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  B

  quality

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  45

  7

  MIT

• mcp-sanctions-check

  HaveBlue997

  -

  security

  A

  license

  -

  quality

  MCP server for OFAC SDN sanctions screening. Check names against US Treasury sanctions lists with automatic cache refresh. No API key needed for the check itself.

  Last updated 2026-04-01

  MIT

• REST-to-Postman MCP

  runninghare

  A

  security

  F

  license

  A

  quality

  Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.

  Last updated 2025-04-13

  2

  2

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• OpenAPI to MCP Server

  TykTechnologies

  A

  security

  A

  license

  D

  quality

  A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

  Last updated 2025-06-27

  3

  27

  41

  MIT

• network-mcp

  E-Conners-Lab

  -

  security

  A

  license

  -

  quality

  Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.

  Last updated 2026-02-11

  9

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  C

  quality

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Excel to PDF Converter

  kmexnx

  A

  security

  A

  license

  B

  quality

  An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.

  Last updated 2025-08-08

  2

  29

  6

  MIT