Production-ready MCP server for Method CRM API integration with comprehensive tools for CRM operations including tables, files, users, events, and API key management.
Kash.click is a business management solution including a point of sale software. This provides the possibility to record sales data in a dedicated software and get HMAC-sha256 certified accounting data that prooves inalterability of collected data
P-Link MCP is an implementation of the 402 HTTP response code, and the coinbase x402 protocol on Solana
- Added new 📐 Architecture & Design category between Art & Culture and Biology
- Added Mermaid MCP Server with comprehensive description
- Features: 22+ diagram types, 50+ templates, SVG/PNG/PDF exports
- Works with GitHub Copilot, Claude, and all MCP-compatible clients
- Available on NPM: @narasimhaponnada/mermaid-mcp-server
Added rrmistry/tilt-mcp to the awesome-mcp-servers list under the Cloud Platforms category.
Tilt MCP is a Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Add: Claude Skills MCP Server
Repo: https://github.com/K-Dense-AI/claude-skills-mcp
License: Apache-2.0
One-liner:
Exposes Anthropic Claude Skills as an MCP server, making skills portable and interoperable across editors, agents, and tools that speak the Model Context Protocol.
Who it’s for:
Bridges Claude Skills to the open MCP ecosystem (works with MCP-capable clients like Cursor, VS Code extensions, and custom agents).
Ships with mappings for Anthropic’s official skills and a companion pack of 70+ scientific skills (literature reasoning, data interpretation, hypothesis exploration).
Clean, open-source implementation under Apache-2.0 for commercial and community use.
Designed for dynamic prompting + tooling workflows (skills become reusable, composable capabilities rather than single-app plugins).
Highlights:
Portable skills: define once, reuse across MCP clients.
Plays well with multi-model setups (Claude primary; usable alongside GPT/Gemini via MCP clients).
Developer-friendly: straightforward configuration, clear README, and example flows.
Actively maintained by K-Dense AI engineers.
Docs & Quick Start:
Please see the project README for setup, configuration, and client integration instructions:
https://github.com/K-Dense-AI/claude-skills-mcp
Adds token-optimizer-mcp: Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
- TypeScript-based MCP server
- Supports all platforms (macOS, Windows, Linux)
- Provides both local and cloud capabilities
- 80+ tools across 10 categories
- npm package: token-optimizer-mcp
- Repository: https://github.com/ooples/token-optimizer-mcp
CodeGraphContext is an MCP server that indexes local code into a graph database to provide context to AI assistants. It has over 7k downloads and 200+ stars within a period of just 2 months. It is already bringing craze to prominent reddit and linkedin communities with a post on r/MCP occupying the "3rd best post" ever.
Added InsForge/insforge-mcp - an AI-native backend-as-a-service platform that enables AI agents to build and manage full-stack applications with Auth, Database, Storage, and Functions.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Orchestro is an AI-powered task management platform for Claude Code with 60 MCP tools, visual Kanban board, and intelligent orchestration. It's like Trello for AI-assisted development.
Repository was renamed from reddit-buddy-mcp to reddit-mcp-buddy to better reflect the project name. Updating the link to point to the correct repository.
- Desktop GUI automation using accessibility APIs
- Cross-platform support (Windows, macOS, Linux)
- Workflow recording and structured data extraction
- Browser DOM inspection capabilities
- TypeScript implementation, local service
- GPTZero MCP: AI detection for text content with confidence scores
- Apollo.io MCP: B2B sales intelligence and prospecting (275M+ contacts)
- Obsidian MCP: Knowledge management with local vault access
- Toggl MCP: Time tracking and productivity monitoring
All servers are TypeScript-based, cloud-enabled, and cross-platform compatible.
Production-ready MCP server for AI-driven console automation and monitoring.
Features 40 tools for session management, SSH, testing, monitoring, and background jobs.
Like Playwright for terminal applications.
- Added to Command Line category (alphabetically positioned)
- Includes all platform support icons (📇🏠🍎🪟🐧)
- GitHub: https://github.com/ooples/mcp-console-automation
Added anki-mcp/anki-mcp-desktop - an enterprise-grade MCP server for Anki integration. Key features:
- Natural language interaction for study sessions
- Comprehensive note/deck management
- One-click MCPB installation
- Built on NestJS with TypeScript
- Comprehensive test coverage
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Two Python MCP servers for knowledge management and professional development:
- mcp-construe: Obsidian vault context management with frontmatter filtering
- mcp-persona-sessions: Structured AI sessions for interview prep and coaching
Both local servers actively maintained and production-tested.
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface. Provides zero-configuration access to the entire AI coding ecosystem.
Key features:
- Zero-configuration auto-discovery of AI tools
- Unified interface for all AI coding assistants
- Cross-platform support (macOS, Windows, Linux)
- Production-ready with comprehensive error handling
- Built on MCP standard for maximum compatibility
Repository: https://github.com/askbudi/roundtable
PyPI: pip install roundtable-ai
Adds Roundtable to the Coding Agents section - a production-ready MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, Codex) through intelligent auto-discovery and standardized interface.
Key features:
- Zero-configuration setup: pip install roundtable-ai && roundtable
- Multi-AI orchestration for autonomous agent development
- Standardized MCP protocol bridge between different AI tools
- Essential infrastructure for multi-AI collaboration workflows
Perfect fit for awesome-mcp-servers as it represents the next evolution of MCP tooling - meta-MCP servers that orchestrate multiple AI systems.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
NCP orchestrates your entire MCP ecosystem through intelligent discovery,
eliminating token overhead while maintaining 98.2% accuracy. Transform
100+ tools into 2 unified interfaces, achieve 94.8% token savings, and
let your AI focus on what matters - not tool schemas.
Key benefits:
- 94.8% token reduction across 12,847 conversations
- 98.2% discovery accuracy with 47ms latency
- O(1) complexity scaling to unlimited MCPs
- Enterprise features: health monitoring, OAuth, audit logging
- Multi-client support for Claude Desktop, VS Code, Cursor, etc.
Adds vezlo/src-to-kb to the Developer Tools category. This MCP server converts source code repositories into searchable knowledge bases with AI-powered search capabilities using GPT-5.
- Add cameronrye/activitypub-mcp to search & data extraction section
- Comprehensive MCP server for Fediverse interaction via ActivityPub protocol
- Features WebFinger discovery, timeline fetching, and instance exploration
- Cross-platform support (Windows, macOS, Linux) with TypeScript implementation
- Supports Mastodon, Pleroma, Misskey, and other ActivityPub servers
- Updated repository name from PersonalHub to PersonalizationMCP across all language README files
- Updated GitHub URL to https://github.com/YangLiangwei/PersonalizationMCP
- Added 'and other platforms' (等平台) text to indicate broader platform support
- Updated descriptions in English, Chinese (Simplified & Traditional), Korean, Japanese, Thai, and Portuguese versions
PersonalHub is a comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, and Reddit integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for personal data access across platforms.
Added to:
- README.md (English)
- README-zh.md (Simplified Chinese)
- README-ja.md (Japanese)
- README-ko.md (Korean)
- README-th.md (Thai)
- README-pt_BR.md (Portuguese)
- README-zh_TW.md (Traditional Chinese)
Repository: https://github.com/YangLiangwei/PersonalHub
- AI-powered image, video, and music generation via Fal.ai
- Supports FLUX, Stable Diffusion, MusicGen, and more
- Native async API with queue support for optimal performance
- Available via PyPI and Docker
deploy-mcp provides universal deployment tracking for AI assistants with live status badges and deployment monitoring for Vercel, Netlify, and Cloudflare Pages.
Add simplemem to the README. This is a very simple memory system that supports semantic search, and semantic back-links. It is designed primarily for coding agents.
- Added doobidoo/MCP-Context-Provider: Static server that provides persistent tool-specific context and rules for AI models
- Added doobidoo/mcp-memory-service: Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation
Both servers are placed alphabetically in the Knowledge & Memory section following the contribution guidelines.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Adds fast-filesystem-mcp to the File Systems section of the awesome MCP servers list.
This MCP server provides.
- Advanced filesystem operations with Claude-optimized performance
- Large file handling capabilities with streaming support
- Sequential reading for large files with continuation tokens
- Comprehensive directory operations and file search
- Automatic backup and recovery features
- Multi-block editing with zero-failure guarantee
- Enterprise-grade stability and overflow protection
The server is built with TypeScript and supports all major operating systems (macOS, Windows, Linux), making it a valuable addition to the file systems category.
Repository: https://github.com/efforthye/fast-filesystem-mcp
NPM Package: https://www.npmjs.com/package/fast-filesystem-mcp
Add pi22by7/In-Memoria - persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Features hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
Added to 🧠 Knowledge & Memory section in alphabetical order by GitHub username.
Add bug-breeder/quip-mcp server which provides AI assistants with comprehensive Quip document access and management capabilities, including document lifecycle management, smart search, and comment management.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Added profullstack/mcp-server to the Aggregators category
- Comprehensive MCP server with 20+ tools including SEO optimization,
document conversion, domain lookup, email validation, QR generation,
weather data, social media posting, security scanning, and more
- Supports TypeScript/JavaScript, cloud and local services
- Cross-platform support (macOS, Windows, Linux)
- Add AIDC-AI/Pixelle-MCP to Multimedia Process category
- Omnimodal AIGC framework supporting Text, Image, Sound, Video generation
- Zero-code ComfyUI workflow to MCP tool conversion
- Chainlit-based web interface for comprehensive user experience
Added yanmxa/scriptflow-mcp to the awesome-mcp-servers index in the Developer Tools section. This MCP server provides script workflow management capabilities, transforming complex AI interactions into persistent, executable scripts with multi-language support.
- Added shopsavvy/shopsavvy-mcp-server to the awesome-mcp-servers list
- Complete product and pricing data solution for AI assistants
- Features product search by barcode/ASIN/URL with detailed metadata
- Comprehensive pricing data from thousands of retailers
- Price history tracking and monitoring capabilities
- Available as @shopsavvy/mcp-server npm package
A Model Context Protocol (MCP) server for LNbits Lightning Network wallet integration. This server allows AI assistants to interact with LNbits through a comprehensive set of tools for wallet management, payments, invoices, and extensions.
- First NetworkX integration for Model Context Protocol
- Enables graph analysis and visualization in AI conversations
- Supports 13 operations including centrality, PageRank, community detection
- Production-ready v1.0.0 available on PyPI
Added 8b-is/smart-tree to all language README files including the main English README.md
with appropriate translations. Smart Tree is an AI-native directory visualization tool
with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
What is Octocode? 🐙
The perfect code assistant that can help understand anything. Octocode was built to understand connections between Github repositories and NPM packages under any privilege level you have. With AI-powered advanced search, heuristic discovery, and smart fallbacks, it makes GitHub's vast repository of knowledge truly searchable and analyzable.
It already integrated into
https://github.com/modelcontextprotocol/servers
You can visit here to learn more:
http://octocode.ai/
Server Details
This server knows to do smart code research and using users privileges (npm & github) to fetch and analysis code and docs in real time!
Motivation and Context
It started as a personal tool while working at Wix to solve the challenge of navigating large private/public codebases and keeping up with rapidly evolving technology.
Evolved from a side project into a comprehensive code assistant which in use in many teams and solves many problems that we needed to understand in a long time (e.g. legacy projects and complex dependencies trees). It also lets understand public code (I used this MCP to understand modelcontextprotocol better during development..)
Core Purpose:
Make code exploration as intelligent as having a senior developer guide you through any codebase
Help developers understand "how does this work?" rather than just managing projects
Key Problems it Solves:
Code Understanding: Makes GitHub's vast repository of knowledge truly searchable and analyzable
Connection Discovery: Built to understand connections between repositories and NPM packages across any privilege level
Smart Search: Provides AI-powered advanced search with heuristic discovery and smart fallbacks
Unique Approach:
Uses AI-powered search to find relevant code even with vague queries
Maps relationships between NPM packages, repositories, and dependencies
Works across public, private, and organization repositories
Requires zero configuration and no personal access tokens (works using gh and npm CLI)
The tool essentially aims to be "the perfect code assistant that can help understand anything" by making complex codebases and technical implementations more accessible and understandable through intelligent search and discovery.
How Has This Been Tested?
I'm using it personally and many developers (mostly in WIx) are using it to solve day-to-day challenges. As a senior developer I leverage this tool to help others and let them find solutions themselves.
This MCP is heavily tested.
Additional context
The installation is super easy.
prerequisites:
npm cli installed
gh cli installed (brew install gh, gh auth login)
and then just configure the MCP:
"octocdode-mcp": {
"command": "npx",
"args": [
"octocode-mcp"
]
},
How Octocode is different than Gitbhub Official MCP
ctocode MCP is superior to GitHub's official MCP in the manner of code research in several key ways:
More Developer-Friendly: Built by developers for developers, focusing on real-world code exploration needs
Smarter Search: More sophisticated search algorithms with better understanding of developer intent
Ecosystem Integration: Unique integration of GitHub and NPM ecosystems provides a more complete development picture
Better Results: More relevant and contextual results with intelligent analysis and filtering
Performance: Smart caching and query optimization for faster responses
While GitHub's MCP provides solid basic functionality, Octocode is clearly designed for more sophisticated code exploration and understanding, making it the better choice for developers who need deep code insight and efficient navigation across almost any ecosystem.
- Added imprvhub/mcp-browser-agent for autonomous browser automation.
- Included imprvhub/mcp-status-observer for monitoring operational status of digital platforms.
- Introduced imprvhub/mcp-domain-availability for checking domain availability across TLDs.
- Added imprvhub/mcp-claude-hackernews for interaction with Hacker News.
- Included imprvhub/mcp-rss-aggregator for aggregating RSS feeds.
- Added imprvhub/mcp-claude-spotify that allows Claude Desktop to interact and control Spotify.
- Internet speed testing with network performance metrics
- Supports download/upload speed, latency, jitter analysis
- CDN server detection with geographic mapping
- Available on PyPI as mcp-internet-speed-test
- Python-based MCP server for cloud services
