io.github.kyuheon-kr/shell-use

Let agents use the shell like a human.

io.github.qwe4559999/scopus-mcp

A Model Context Protocol server for the Elsevier Scopus API

io.github.kuhumcst/dannet

DanNet - Danish WordNet with rich lexical relationships and SPARQL access.

io.github.aistatusdashboard/aistatusdashboard

Read-only MCP server for AIStatusDashboard status, incidents, metrics, and fallback recommendations.

io.github.ruvnet/RuView/github-workflow-automation

Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management

io.github.ruvnet/RuView/github-release-management

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

io.github.ruvnet/RuView/github-project-management

Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning

io.github.ruvnet/RuView/github-multi-repo

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

io.github.ruvnet/RuView/github-code-review

Comprehensive GitHub code review with AI-powered swarm coordination

io.github.ruvnet/RuView/v3-mcp-optimization

MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.

io.github.ruvnet/RuView/agentdb-vector-search

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

io.github.ruvnet/RuView/agentdb-optimization

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

io.github.ruvnet/RuView/agentdb-memory-patterns

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

io.github.ruvnet/RuView/agentdb-learning

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.

io.github.ruvnet/RuView/agentdb-advanced

Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.

io.github.sugarforever/01coder-agent-skills/nextjs-security-scan

Comprehensive security vulnerability scanner for Next.js and TypeScript/JavaScript projects. Detects OWASP Top 10 vulnerabilities, XSS, injection flaws, authentication issues, hardcoded secrets, and Next.js-specific security problems. Audits dependencies for known CVEs and generates actionable security reports.

io.github.AlexDeMichieli/weather

An MCP server for weather information.

io.github.mypracticaltools/reddit-mcp-server

Reddit MCP Server via Apify

io.github.PrefectHQ/fastmcp/python-tests

Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization, mocking, and async testing.

io.github.proflead/codex-skills-library/css-layout-helper

Explain CSS layout issues and propose fixes. Use when a junior developer is struggling with alignment or spacing.

io.github.bookyo/nsfw-image-detector

NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).

io.github.MaxMiksa/Auto-Company/code-review-security

Security-focused code review checklist and automated scanning patterns. Use when reviewing pull requests for security issues, auditing authentication/authorization code, checking for OWASP Top 10 vulnerabilities, or validating input sanitization. Covers SQL injection prevention, XSS protection, CSRF tokens, authentication flow review, secrets detection, dependency vulnerability scanning, and secure coding patterns for Python (FastAPI) and React. Does NOT cover deployment security (use docker-best-practices) or incident handling (use incident-response).

io.github.pozymasika/please-remind

Connects to PleaseRemind.com to allow read and write access to all your reminders.

io.port/Port

Port.io mcp server