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Config Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

An MCP server that performs code reviews by comparing local source code against design documents stored in Confluence. It integrates with Atlassian MCP servers to analyze documentation and provide suggestions for quality improvement based on design specifications.

全面解析Confluence ChatMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Confluence Chat能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

An MCP server that enables searching and retrieving content from Confluence documentation systems, providing capabilities for both document searches and full page content retrieval.

MCP server for Atlassian Confluence integration with Claude Code, enabling search, read, create, update pages, manage labels, and list spaces via natural language.

Enables AI models to interact with Confluence knowledge bases by searching, reading, and creating pages through the Confluence REST API. It provides a suite of tools for space management, document retrieval, and content creation, including a mock mode for local testing.

A server application that integrates with Atlassian Confluence API, providing custom endpoints for MCP functionality to interact with Confluence content.

Bridges Confluence Wiki with Large Language Models, allowing them to search, read, and explore content through automated HTML-to-Markdown conversion. It supports both local stdio and containerized HTTP/SSE transport modes for flexible deployment.

Enables reading and analyzing Confluence documentation content through the Confluence REST API. Supports extracting and converting text, tables, code blocks, and images from Confluence pages for Q\&A and analysis.

Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.

Enables integration with Atlassian Confluence to browse spaces, search content using CQL, and manage pages directly from MCP-compatible applications. It automatically converts Confluence storage formats into markdown for seamless interaction with AI-driven editors and tools.

A server that allows Cursor AI to access and search through Confluence documentation as a context source.

Enables AI assistants to create, update, delete, and search Confluence pages directly through natural language commands in Cursor, with support for space management and page history.

Provides tools for semantic decomposition, proof search, knowledge graph operations, and neuro-symbolic reasoning that bridges neural LLMs with symbolic AI through RDF triples, lambda calculus, and compositional intelligence principles.

A proxy server that standardizes access to the Congress.gov API by automatically injecting API keys and exposing all endpoints through a unified interface with FastAPI documentation.

Machine-Consumable Proxy server that provides standardized access to the Congress.gov API, automatically handling API key injection and exposing all endpoints through FastAPI.

AI evaluation toolkit that measures inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers. Evaluate prompt reliability, detect contested outputs, and track consensus trends over time.

Self-hosted knowledge backend for AI agents. Provides 11 MCP tools for hybrid vector + keyword search, container-isolated knowledge bases, and 4 storage connectors (S3, Azure Blob, MinIO, filesystem). Built with .NET, runs via Docker.

Connector Git Hub Test Repo

created from MCP server demo

Connectwise PSA API MCP Server

A Model Context Protocol (MCP) server for ConnectWise PSA API integration with Claude Desktop