https://ramdi.fr/tags/mcp/Recent content in Mcp on Noureddine RAMDIHugoenSat, 23 May 2026 20:41:27 +0000https://ramdi.fr/github-stars/arkon-structured-enterprise-knowledge-synthesis-with-a-unique-llm-compilation-pipeline/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/arkon-structured-enterprise-knowledge-synthesis-with-a-unique-llm-compilation-pipeline/Arkon is a self-hosted enterprise knowledge hub using a novel MRP pipeline for structured, traceable wiki compilation with external AI inference and workspace-scoped RBAC.https://ramdi.fr/github-stars/dataseo-mcp-wrapping-ahrefs-seo-data-as-ai-assistant-tools-via-captcha-bypass/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/dataseo-mcp-wrapping-ahrefs-seo-data-as-ai-assistant-tools-via-captcha-bypass/dataseo-mcp is a Python MCP server that exposes Ahrefs SEO data by bypassing CAPTCHAs, offering AI coding assistants powerful SEO research tools integrated into IDEs like Claude and VS Code.https://ramdi.fr/github-stars/gimp-mcp-enabling-ai-driven-image-editing-with-live-feedback-via-model-context-protocol/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/gimp-mcp-enabling-ai-driven-image-editing-with-live-feedback-via-model-context-protocol/GIMP MCP bridges GIMP 3.2 with AI assistants via MCP, offering 56 tool commands and live PNG snapshots for AI-driven iterative image editing workflows.https://ramdi.fr/github-stars/gis-mcp-enabling-llm-driven-geospatial-analysis-through-a-model-context-protocol-server/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/gis-mcp-enabling-llm-driven-geospatial-analysis-through-a-model-context-protocol-server/GIS-MCP is a Python MCP server that exposes geospatial operations as structured tools for LLMs, bridging natural language and GIS workflows without coding.https://ramdi.fr/github-stars/inside-the-claude-code-guide-a-living-cli-reference-for-anthropic-s-claude-code/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/inside-the-claude-code-guide-a-living-cli-reference-for-anthropic-s-claude-code/The claude-code-guide repo is a continuously auto-updated shell-based CLI reference manual for Anthropic’s Claude Code AI assistant, covering installation, MCP integration, and extensions.https://ramdi.fr/github-stars/integrating-google-workspace-with-ai-agents-via-the-google-docs-mcp-server/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/integrating-google-workspace-with-ai-agents-via-the-google-docs-mcp-server/The google-docs-mcp server exposes Google Docs, Sheets, Drive, Gmail, and Calendar as callable tools for AI agents like Claude Desktop, enabling deep document and email automation via OAuth2.https://ramdi.fr/github-stars/jadx-ai-mcp-enabling-ai-augmented-reverse-engineering-of-android-apks-with-a-jadx-plugin-and-mcp-server/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/jadx-ai-mcp-enabling-ai-augmented-reverse-engineering-of-android-apks-with-a-jadx-plugin-and-mcp-server/jadx-ai-mcp combines a JADX decompiler plugin with a Python MCP server, enabling AI assistants like Claude to perform live reverse engineering on Android APKs with 30+ interactive tools.https://ramdi.fr/github-stars/mcp-selenium-structured-browser-automation-for-ai-agents-via-mcp/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/mcp-selenium-structured-browser-automation-for-ai-agents-via-mcp/mcp-selenium exposes Selenium WebDriver as typed MCP tools for AI agents, supporting multi-browser automation with WebDriver BiDi diagnostics. Setup is easy with npx commands.https://ramdi.fr/github-stars/native-devtools-mcp-cross-platform-ai-agent-control-of-native-apps-with-macos-accessibility-precision/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/native-devtools-mcp-cross-platform-ai-agent-control-of-native-apps-with-macos-accessibility-precision/native-devtools-mcp provides a Rust-based MCP server letting AI agents control native desktop apps on macOS/Windows, Chrome/Electron browsers, and Android devices. It features macOS AX dispatch for precise, focus-free app control.https://ramdi.fr/github-stars/openchronicle-an-ax-first-local-memory-layer-for-llm-agents/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/openchronicle-an-ax-first-local-memory-layer-for-llm-agents/OpenChronicle captures macOS accessibility events to build structured local memory for LLM agents. Its async pipeline produces persistent Markdown memory and an SQLite index.https://ramdi.fr/github-stars/proxmoxmcp-plus-a-python-toolset-for-advanced-proxmox-mcp-protocol-interaction/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/proxmoxmcp-plus-a-python-toolset-for-advanced-proxmox-mcp-protocol-interaction/ProxmoxMCP-Plus is a Python-based toolset enabling advanced interaction with Proxmox VE via MCP protocol. It offers flexible config and runtime modes for sysadmins and devs.https://ramdi.fr/github-stars/xcodebuildmcp-bridging-ai-agents-and-native-apple-development-with-mcp-tools/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/xcodebuildmcp-bridging-ai-agents-and-native-apple-development-with-mcp-tools/XcodeBuildMCP exposes xcodebuild operations as MCP tools for AI coding assistants and CLI use, enabling automated iOS/macOS builds, testing, and debugging with a per-workspace daemon on macOS.https://ramdi.fr/github-stars/nightingale-a-go-based-alerting-engine-bridging-observability-and-ai-workflows/Sat, 09 May 2026 11:42:26 +0000https://ramdi.fr/github-stars/nightingale-a-go-based-alerting-engine-bridging-observability-and-ai-workflows/Nightingale is a Go alerting engine integrating multiple data sources and supporting AI-driven alert management via its MCP Server. It offers flexible notifications and self-healing capabilities.https://ramdi.fr/github-stars/mapping-the-landscape-of-terminal-native-ai-coding-agents-a-curated-directory-analysis/Tue, 05 May 2026 16:46:42 +0000https://ramdi.fr/github-stars/mapping-the-landscape-of-terminal-native-ai-coding-agents-a-curated-directory-analysis/A curated directory catalogs over 80 terminal-native AI coding agents and harnesses, highlighting open-source projects, platform agents, and emerging architectural patterns in the CLI AI agent space.https://ramdi.fr/github-stars/automate-a-local-first-ai-hub-exposing-40-tools-via-mcp-over-http/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/automate-a-local-first-ai-hub-exposing-40-tools-via-mcp-over-http/autoMate exposes 40+ AI tools and 31 SaaS APIs via MCP-over-HTTP on localhost, with encrypted storage and multi-provider LLM support. A local AI infrastructure hub with privacy-first design.https://ramdi.fr/github-stars/clawsync-a-convex-based-multi-agent-ai-platform-with-shared-soul-documents-and-per-agent-model-routing/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/clawsync-a-convex-based-multi-agent-ai-platform-with-shared-soul-documents-and-per-agent-model-routing/ClawSync offers a multi-agent AI platform using Convex backend, with shared soul documents for reusable personalities and per-agent model routing across popular LLMs. Explore its architecture and setup.https://ramdi.fr/github-stars/supermemory-a-unified-memory-and-context-engine-for-ai-applications/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/supermemory-a-unified-memory-and-context-engine-for-ai-applications/Supermemory replaces traditional RAG stacks with a unified AI memory layer, offering fast, hybrid memory retrieval and automatic fact extraction in ~50ms. Here’s how it works and how to try it.https://ramdi.fr/github-stars/inside-open-docs-reverse-engineering-the-internals-of-ai-cli-coding-agents/Mon, 04 May 2026 10:23:03 +0000https://ramdi.fr/github-stars/inside-open-docs-reverse-engineering-the-internals-of-ai-cli-coding-agents/Open-docs reverse-engineers major AI CLI coding agents to reveal undocumented internals, security models, and integration patterns. A deep dive for developers building on these agents.https://ramdi.fr/github-stars/xcdocs-local-apple-developer-documentation-search-via-xcode-s-vector-database/Mon, 04 May 2026 10:23:03 +0000https://ramdi.fr/github-stars/xcdocs-local-apple-developer-documentation-search-via-xcode-s-vector-database/XCDocs exposes Apple’s developer docs as a local searchable resource using Xcode’s vector database, enabling zero-maintenance, high-quality search for Swift devs and AI agents on macOS.https://ramdi.fr/github-stars/ai-trader-ai-powered-config-driven-backtesting-with-natural-language-interaction/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/ai-trader-ai-powered-config-driven-backtesting-with-natural-language-interaction/ai-trader adds natural language AI interaction to algorithmic trading backtesting via an MCP server and YAML configs. Supports US/TW stocks, crypto, forex with caching.https://ramdi.fr/github-stars/claude-os-speeding-up-persistent-ai-memory-for-code-with-hybrid-tree-sitter-indexing/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/claude-os-speeding-up-persistent-ai-memory-for-code-with-hybrid-tree-sitter-indexing/Claude OS cuts codebase indexing from hours to seconds using hybrid tree-sitter parsing, enabling fast persistent AI memory for Claude Code projects with local-first data storage.https://ramdi.fr/github-stars/claude-code-lsp-enforcement-kit-enforces-lsp-first-code-navigation-to-save-tokens/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/claude-code-lsp-enforcement-kit-enforces-lsp-first-code-navigation-to-save-tokens/claude-code-lsp-enforcement-kit intercepts Grep/Read calls in Claude Code to enforce LSP-first navigation, saving ~73% tokens by redirecting to precise LSP MCP server calls with progressive read gating.https://ramdi.fr/github-stars/ctx-managing-ai-skills-and-agents-with-a-context-aware-knowledge-graph/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/ctx-managing-ai-skills-and-agents-with-a-context-aware-knowledge-graph/ctx builds a 104K-node knowledge graph to optimize AI skill and agent selection for Claude Code, solving context window bloat with a graph-based recommender and lifecycle management.https://ramdi.fr/github-stars/exploring-ai-agent-skills-as-design-systems-for-ui-development-in-awesome-ai-tools-for-ui/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/exploring-ai-agent-skills-as-design-systems-for-ui-development-in-awesome-ai-tools-for-ui/A curated list of 30+ AI-powered tools and agent skills for UI/UX development, showcasing how SKILL.md files serve as new design systems for AI-driven design consistency.https://ramdi.fr/github-stars/freecad-mcp-bridging-ai-and-parametric-cad-through-an-mcp-server/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/freecad-mcp-bridging-ai-and-parametric-cad-through-an-mcp-server/freecad-mcp uses an MCP server to connect Claude Desktop AI with FreeCAD, enabling AI-driven parametric CAD modeling through RPC tools including arbitrary Python code execution.https://ramdi.fr/github-stars/graymatter-a-modular-mcp-server-for-local-first-ai-prompt-packages/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/graymatter-a-modular-mcp-server-for-local-first-ai-prompt-packages/Graymatter is a Go-based MCP server managing modular prompt packages for AI agents like Claude Code, offering local-first lazy loading and easy integration with AI CLIs.https://ramdi.fr/github-stars/kicad-mcp-server-bridging-ai-and-pcb-design-with-the-model-context-protocol/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/kicad-mcp-server-bridging-ai-and-pcb-design-with-the-model-context-protocol/KiCAD MCP Server connects LLMs with KiCAD for AI-driven PCB design operations, enabling schematic editing, routing, and custom footprint generation via the Model Context Protocol.https://ramdi.fr/github-stars/mcp-searxng-bridging-ai-assistants-with-private-searxng-powered-web-search/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/mcp-searxng-bridging-ai-assistants-with-private-searxng-powered-web-search/mcp-searxng is a Node.js MCP server proxy that connects AI assistants to self-hosted SearXNG search via JSON API, enabling private, paginated web search and URL content extraction.https://ramdi.fr/github-stars/openpostings-self-hosted-ats-aggregator-with-ai-driven-job-application-automation/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/openpostings-self-hosted-ats-aggregator-with-ai-driven-job-application-automation/OpenPostings aggregates 500k daily jobs from 60+ ATS providers into a local app with AI-powered application automation via an MCP apply-agent server.https://ramdi.fr/github-stars/paper2agent-automating-the-transformation-of-research-paper-codebases-into-interactive-mcp-servers/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/paper2agent-automating-the-transformation-of-research-paper-codebases-into-interactive-mcp-servers/Paper2Agent automates converting research paper codebases into interactive MCP servers for AI coding agents, handling tutorial extraction, tool generation, and test coverage with minimal human input.https://ramdi.fr/github-stars/station-a-go-runtime-for-multi-agent-ai-orchestration-with-mcp-stdio-bridging/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/station-a-go-runtime-for-multi-agent-ai-orchestration-with-mcp-stdio-bridging/Station is an open-source Go runtime that orchestrates multi-agent AI systems on self-hosted infrastructure using a Git-backed workflow and MCP stdio bridging. It supports 41 AI tools and multiple AI providers.https://ramdi.fr/github-stars/deepchat-a-unified-electron-desktop-platform-for-multi-llm-ai-agents-with-acp-integration/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/deepchat-a-unified-electron-desktop-platform-for-multi-llm-ai-agents-with-acp-integration/DeepChat is an Electron-based TypeScript desktop app unifying multi-LLM chat, MCP protocols, and ACP agent integration with remote control and Skills support.https://ramdi.fr/github-stars/memcord-a-privacy-first-self-hosted-mcp-server-for-ai-memory-management/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/memcord-a-privacy-first-self-hosted-mcp-server-for-ai-memory-management/Memcord is a self-hosted MCP server enabling local-first AI memory with slot-based context isolation and multiple summarization backends, designed for privacy and developer ergonomics.https://ramdi.fr/github-stars/memu-bot-structured-semantic-memory-for-enterprise-ai-agents/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/memu-bot-structured-semantic-memory-for-enterprise-ai-agents/memU Bot replaces flat memory with a semantic memory layer, cutting token use by 90%. It supports Telegram, Discord, Slack, and Feishu with quick setup and MCP integration.https://ramdi.fr/github-stars/openbsp-api-a-decoupled-multi-tenant-whatsapp-business-platform-with-agentic-infrastructure/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/openbsp-api-a-decoupled-multi-tenant-whatsapp-business-platform-with-agentic-infrastructure/OpenBSP API offers a serverless, multi-tenant WhatsApp Business platform with a clean separation of messaging and AI agent logic using MCP over SSE and Supabase. Deploy in 15 minutes.https://ramdi.fr/github-stars/ordinary-claude-skills-an-extensive-local-first-library-of-claude-prompt-packages-for-specialized-ai-agents/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/ordinary-claude-skills-an-extensive-local-first-library-of-claude-prompt-packages-for-specialized-ai-agents/Discover ordinary-claude-skills, a local-first collection of 600+ prompt packages that specialize Claude AI with domain skills, integrated via MCP filesystem for lazy loading.https://ramdi.fr/github-stars/using-an-mcp-server-to-query-meta-ads-api-for-ai-driven-ad-insights/Mon, 04 May 2026 10:18:38 +0000https://ramdi.fr/github-stars/using-an-mcp-server-to-query-meta-ads-api-for-ai-driven-ad-insights/This Python MCP server wraps Meta’s Facebook Ads API into 20+ tools, letting AI agents query ad data conversationally. Setup is simple with a single server.py and token auth.https://ramdi.fr/github-stars/blueprint-mcp-async-ai-diagram-generation-for-code-architecture-visualization/Mon, 04 May 2026 10:17:20 +0000https://ramdi.fr/github-stars/blueprint-mcp-async-ai-diagram-generation-for-code-architecture-visualization/Blueprint MCP is a Python MCP server that generates system diagrams from codebases asynchronously using Google’s Nano Banana Pro model, integrated with Arcade MCP and Cursor IDE.https://ramdi.fr/github-stars/alpaca-mcp-server-v2-spec-driven-mcp-integration-for-trading-apis/Mon, 04 May 2026 10:13:18 +0000https://ramdi.fr/github-stars/alpaca-mcp-server-v2-spec-driven-mcp-integration-for-trading-apis/Alpaca MCP Server v2 rewrites the official MCP server using FastMCP and OpenAPI tools, exposing Alpaca’s Trading API via MCP for AI clients with env-var config and toolset filtering.https://ramdi.fr/github-stars/apify-mcp-server-enabling-autonomous-ai-agent-payments-for-web-automation-tools/Mon, 04 May 2026 10:09:30 +0000https://ramdi.fr/github-stars/apify-mcp-server-enabling-autonomous-ai-agent-payments-for-web-automation-tools/Apify MCP Server exposes 8,000+ web automation tools as MCP tools to AI agents, featuring agentic payments allowing autonomous crypto payments for tool execution. Supports HTTPS and local modes.https://ramdi.fr/github-stars/lobehub-an-extensible-ai-agent-playground-with-mcp-plugin-architecture/Sat, 02 May 2026 20:15:49 +0000https://ramdi.fr/github-stars/lobehub-an-extensible-ai-agent-playground-with-mcp-plugin-architecture/LobeHub offers a TypeScript-based AI agent platform with a unique MCP plugin system for integrating 10,000+ skills and collaborative multi-agent workflows. Explore its architecture and developer experience.https://ramdi.fr/github-stars/exploring-the-model-context-protocol-with-awesome-mcp-servers-a-curated-directory-of-mcp-server-implementations/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/exploring-the-model-context-protocol-with-awesome-mcp-servers-a-curated-directory-of-mcp-server-implementations/awesome-mcp-servers is a curated list of Model Context Protocol (MCP) servers enabling AI models to interact securely with resources. This article explores its architecture, strengths, and how to navigate it.https://ramdi.fr/github-stars/how-wordpress-mcp-adapter-standardizes-ai-agent-interaction-with-wordpress/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/how-wordpress-mcp-adapter-standardizes-ai-agent-interaction-with-wordpress/The WordPress MCP Adapter converts WordPress’s Abilities API into the Model Context Protocol, enabling AI agents to interact with WordPress seamlessly through standardized tools and prompts.https://ramdi.fr/github-stars/inside-google-gemini-cli-a-terminal-first-ai-agent-with-extensible-model-context-protocol/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/inside-google-gemini-cli-a-terminal-first-ai-agent-with-extensible-model-context-protocol/Google Gemini CLI is a TypeScript-based terminal AI agent offering direct Gemini model access, extensibility via MCP, and advanced features like Google Search grounding. Here’s how it works and who should use it.https://ramdi.fr/github-stars/langflow-visual-orchestration-platform-for-ai-agents-and-workflows/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/langflow-visual-orchestration-platform-for-ai-agents-and-workflows/Langflow offers a Python-based visual platform to build and deploy AI agents and workflows with multi-agent orchestration, vector DB support, and enterprise features.https://ramdi.fr/github-stars/trendradar-ai-powered-multi-platform-trend-monitoring-with-mcp-architecture/Sat, 02 May 2026 20:07:04 +0000https://ramdi.fr/github-stars/trendradar-ai-powered-multi-platform-trend-monitoring-with-mcp-architecture/TrendRadar is a self-hosted AI-driven tool for multi-platform trend monitoring, using MCP architecture for advanced language analysis and smart push notifications across popular messaging platforms.https://ramdi.fr/github-stars/context7-injecting-real-time-version-specific-docs-into-llm-workflows/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/context7-injecting-real-time-version-specific-docs-into-llm-workflows/Context7 tackles LLM hallucinations by injecting up-to-date, version-specific library docs directly into AI coding agents’ context via CLI or MCP server integration.https://ramdi.fr/github-stars/inside-ai-engineering-hub-a-hands-on-collection-of-production-ready-ai-projects/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/inside-ai-engineering-hub-a-hands-on-collection-of-production-ready-ai-projects/AI Engineering Hub offers 90+ production-ready AI projects spanning LLMs, RAG, AI agents, and MCP, organized by difficulty and real-world use cases.https://ramdi.fr/github-stars/awesome-llm-apps-a-practical-collection-of-runnable-ai-agent-and-rag-templates/Fri, 24 Apr 2026 18:26:13 +0000https://ramdi.fr/github-stars/awesome-llm-apps-a-practical-collection-of-runnable-ai-agent-and-rag-templates/Awesome LLM Apps offers 100+ runnable AI agent and RAG templates for quick LLM app development. It supports multiple providers and advanced multi-agent patterns with minimal setup.