A
license-
qualityD
maintenanceA Python-based server for managing and analyzing code context for AI-assisted development. Provides real-time code analysis, project structure analysis, dependency tracking, and secure API endpoints.
15
MIT
73,156 servers. Updated
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"Proof-of-Concept Examples for Multi-Component Processes (Model Context Protocol)" matching MCP servers:
- Alicense-qualityCmaintenanceMCP server that provides six verification tools (Lean proof checking, axiom audit, bound, gridlock check, certificate verification, residency check) with honest status reporting (ok/failed/unavailable) to prevent agents from claiming unchecked proofs passed.Apache 2.0
- Alicense-qualityDmaintenanceEnables searching for component, function, and type usage in React/TypeScript projects.9MIT
- AlicenseAqualityBmaintenanceAn MCP server that exposes a Svelte/SvelteKit project's component dependency graph over stdio, enabling AI coding assistants to query component imports, unused components, and route dependencies without an editor.58MIT
- AlicenseBqualityDmaintenanceAn MCP server that scans React and Vue projects, extracts component metadata (props, slots, events, imports, usage), and exposes it to AI coding agents via structured tools.71MIT
- FlicenseBqualityBmaintenanceEnables AI to precisely use local Vue components by extracting their Props, Events, and Slots via AST analysis.231
- Flicense-qualityBmaintenancePaid remote MCP server for ShipSwift providing tools to search SwiftUI components, generate patches, validate dependency policies, and export component receipts.
- Flicense-qualityDmaintenanceProvides AI assistants with access to private React component library documentation, props, and code examples through type-safe TypeScript integration.
- AlicenseAqualityDmaintenanceEnables querying Odoo's model registry (fields, inheritance, methods) without a database connection by loading the registry in-memory.8LGPL 3.0
- FlicenseAqualityDmaintenanceHarvests React components from Aceternity UI and Shadcn UI, fetching code and metadata to generate integration prompts for AI agents.67
- Alicense-qualityDmaintenanceProvides AI agents with secure, read-only file system access to analyze and understand project codebases, enabling multi-repository context aggregation and cross-project code tracing.5MIT
- Flicense-qualityDmaintenanceAutomatically extracts technical concepts from AI coding conversations, organizes them into a searchable knowledge base with hierarchy and categories, and links them to specific locations in your codebase.
- AlicenseAqualityCmaintenanceAn MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.8MIT
- AlicenseAqualityBmaintenanceA self-contained, in-memory graph database for AI Agents. Provides semantic code understanding through the Model Context Protocol (MCP).62MIT
- AlicenseAqualityAmaintenanceEnables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.2766353MIT
- AlicenseAqualityBmaintenanceMCP server that inspects local codebases and generates source-grounded context packs for coding agents, with tools for repository search, symbols, dependencies, Git analysis, and context generation.26MIT
- AlicenseAqualityAmaintenanceProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.1143358Elastic 2.0
- AlicenseAqualityAmaintenanceExposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.387MIT
- FlicenseAqualityCmaintenanceA local semantic memory and code-indexer that uses AST parsing for structural understanding and persists architectural decisions to help AI assistants bypass context window limits.3
- AlicenseAqualityAmaintenanceEnables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.162MIT