LogAI MCP Server
An MCP server for log analysis using the LogAI framework, with optional Grafana and GitHub integrations.
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Loki MCP
Debug and investigate app issues using AI and Grafana Loki
Solana Metrics MCP Server
Analyze Solana metrics from InfluxDB and generate Grafana dashboards.
mcp_server_webcrawl
Bridge the gap between your web crawl and AI language models using Model Context Protocol (MCP). With mcp-server-webcrawl, your AI client filters and analyzes…
mcp_input_analyzer
Analyzes user-described build features (e.g. database, API integration, tools) and extracts core server requirements like resources, tools, prompts, external…
Descartes Java REPL and Deep Introspection For Your Java Apps
A Java-based Model Context Protocol (MCP) server that provides deep introspection, monitoring, debugging, and REPL capabilities for Java applications…
Log Analyzer
Debugging tool that retrieves, filters, and displays MCP logs from Claude desktop applications across macOS, Windows, and Linux for troubleshooting integration…
Tactual MCP
Screen-reader navigation cost analyzer that measures the actual navigation effort for assistive-technology users by building a weighted graph from Playwright…
Wireshark-MCP
Wireshark-MCP，Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.
clj-kondo-MCP
Provides Clojure, ClojureScript, and EDN linting capabilities using the clj-kondo static analyzer to identify code quality issues including unused namespaces…
Unreal Engine Analyzer
Analyzes Unreal Engine codebases, enabling deep insights into class hierarchies, subsystems, and game patterns.
Log Analyzer with CloudWatch Logs
Provides structured access to CloudWatch Logs data for searching, analyzing, and correlating logs across AWS services to help with troubleshooting and pattern…
Sentiment Analyzer
It analyzes developer sentiment.
SQLFluff Analyzer
Analyze, lint, and fix SQL queries using the SQLFluff linter.
Archai Hexagonal Architecture Analyzer
Enforces hexagonal architecture principles in Java applications through static code analysis that validates architectural rules including dependency…
Advanced Code Analysis MCP Server
Advanced Code Analysis MCP Server with Knowledge Graph and AI Insights - TypeScript implementation with Neo4j backend
GraphMemory-IDE: AI-Powered Collaborative Memory Platform
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
Netbird
Integrates with Netbird's API to enable virtual private network management including peer listing, group configuration, and access policy control
Wireshark-MCP Integration Toolkit
Wireshark Packet Analyzer with MCP Integration This project integrates the MCP (Message Communication Protocol) server with Wireshark to analyze and interact…
🤖 AI Code Review MCP Server
An AI-powered code review and quality management server built on the Model Context Protocol (MCP). It integrates with GitHub pull requests and the Claude API…
Repocrunch
Deterministic analyzer that turns GitHub repos into structured JSON
Language Server
🏎️ - MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics.
ci-sentinel
Multi-CI security scanner (GitHub Actions, GitLab CI, Jenkins, CircleCI, Azure Pipelines, Bitbucket, Travis) with a LIVE threat-intelligence feed of…
Sigrok Mcp Server
AI-powered logic analyzer control via Model Context Protocol - connect Claude, Cursor to sigrok-cli for automated signal capture and protocol decoding