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qualityA
maintenanceEmpower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.
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"Coding tools to understand and manage a large codebase like MCP, CLINE, or ROOCODE" matching MCP servers:
- AlicenseAqualityCmaintenancetailtest-cline is a Cline plugin that automatically generates and runs tests every time the agent edits a source file. https://github.com/avansaber/tailtest-clineLast updated5MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).Last updated113Apache 2.0
- Alicense-qualityAmaintenanceEnables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.Last updated1171MIT
- AlicenseAqualityBmaintenanceMCP server that connects Clio Manage to Claude via OAuth, enabling law firm management tasks like matter lookup, time tracking, billing, calendar, and document retrieval through natural language.Last updated41MIT
- AlicenseBqualityFmaintenanceA Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.Last updated31080MIT
- Alicense-qualityBmaintenanceConverts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.Last updated4Apache 2.0
- Flicense-qualityDmaintenanceEnables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.Last updated
- Flicense-qualityBmaintenanceEnables AI assistants to deeply understand codebases via Knowledge Graphs, supporting fuzzy search, architecture layer queries, call chain tracing, impact analysis, and domain knowledge with multi-project support.Last updated1
- AlicenseAqualityCmaintenanceEnables downloading real binary files from Egnyte and uploading large files with chunked support, complementing the official Egnyte MCP connector.Last updated5Apache 2.0
- AlicenseAqualityCmaintenanceEnables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.Last updated630015MIT
- FlicenseAqualityFmaintenanceA Model Context Protocol server that provides persistent project context management for AI-assisted development, specifically designed for the Cline VSCode Extension.Last updated460
- Alicense-qualityAmaintenanceAn MCP server for ConnectWise Manage PSA, enabling management of tickets, projects, contacts, billing, and service operations through ConnectWise Manage's API.Last updated8Apache 2.0
- Alicense-qualityFmaintenanceAn open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.Last updated44Apache 2.0
- Alicense-qualityDmaintenanceMCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solutionLast updated19MIT
- Alicense-qualityBmaintenanceStatic codebase analysis as MCP tools — give AI coding agents a map of your repo instead of letting them burn half their tokens rediscovering it file by file.Last updated64MIT
- Alicense-qualityCmaintenanceEnables Claude to write in your personal style by learning from your local documents. It provides statistical style context for natural language rewriting, all without any data leaving your machine.Last updatedMIT
- Alicense-qualityDmaintenanceProvides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.Last updatedMIT
- Alicense-qualityDmaintenanceEnables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.Last updatedMIT
- Alicense-qualityBmaintenanceA production-oriented MCP server for coding agents that enables multi-project management through secure file operations, Git integration, and safe command execution. It supports project discovery across multiple root directories and provides robust audit logging with both STDIO and HTTP transport options.Last updated122MIT
