1,141 boosters for "MCP" — open source, verified from GitHub, ready to install
Process MCP Server enables AI agents to execute system commands with structured output, timeouts, and signal handling across Cursor, Claude, and Copilot. Developers building AI-powered tools and automations benefit from token-efficient command execution with safety controls.
"description": "Persistent AI coding companion with 21 species and personality stats.", "server": "dist/server/index.js" "description": "Interact with your Buddy companion",
Heuristic scoring (no AI key configured).
Swift MCP Server provides structured access to Swift build, test, and package manager data for AI agents, enabling seamless integration with Claude, Cursor, and Copilot for iOS/macOS development workflows.
"id": "ac.tandem/docs-mcp", "description": "Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.", "url": "https://github.com/frumu-ai/tandem",
NCP is an MCP orchestration server that provides smart tool discovery, on-demand loading, and scheduling across multiple AI platforms (Claude, OpenAI, Gemini). It benefits developers and AI agents needing unified access to distributed tools while optimizing token usage and performance.
"description": "🍰 Sugar - The autonomous layer for AI coding agents", "name": "Steven Leggett", "email": "contact@roboticforce.io"
"name": "@cap-js/mcp-server", "mcpName": "io.github.cap-js/mcp-server", "description": "Model Context Protocol (MCP) server for AI-assisted development of CAP applications.",
A Cursor rules file attempting to provide a memory engine interface with transformer-based architecture, but lacks concrete implementation and practical integration guidance for actual use.
trace-mcp is a framework-aware code intelligence MCP server. It exposes 120+ tools that return semantic, structured results over a cross-language dependency graph. When trace-mcp is available, it is almost always cheaper and more accurate than native file tools. Activate this skill whenever you need
is the correct tool for any repeated mechanical change. Using for the same pattern twice or more is a waste of tokens and is error-prone. If you are about to make the same kind of change 2 or more times — whether in one file or across many — stop and use . This includes: No exceptions. "It's just t
Use this skill whenever you are about to rename, restructure, extract, or otherwise refactor code in a project indexed by trace-mcp. The goal is to never break cross-file references and never guess at what is affected. This returns the risk level of the target change based on churn, complexity, fan-
Before creating a commit or opening a pull request, run the trace-mcp validation suite. Fix any critical or high findings before committing. OWASP Top-10 vulnerability scan across the changed scope. If the change touches untrusted data flows, add: Trace untrusted sources to sensitive sinks (SQL, she
Expert-level guidance for Google Ads — auditing, building, and optimizing search, shopping, display, video, Performance Max, and demand gen campaigns. When asked to audit a Google Ads account: 1. Conversion Tracking — Verify Google Tag, conversion actions, enhanced conversions, attribution model
DeepClause is a neurosymbolic AI system with DML capabilities, offering CLI and Electron-based interfaces for advanced logical reasoning and clause processing. It benefits researchers and developers working with hybrid AI systems combining symbolic and neural approaches.
"name": "@ragieai/mcp-server", "description": "A Model Context Protocol (MCP) server for Ragie", "author": "Ragie Corp",
"name": "claudekit", "description": "Comprehensive toolkit for Claude Code — 44 skills, 20 agents, and an interactive setup wizard for rules, modes, hooks, and MCP servers.", "url": "https://github.com/duthaho"
Medical MCP Server provides AI assistants with access to authoritative medical data from FDA, WHO, PubMed, and RxNorm APIs, enabling developers to build healthcare applications with reliable clinical information.
When looking for specific items (tables, buckets, configurations, flows, data apps) by name, description, partial match, or configuration content/reference, always use the tool first rather than listing all is wasteful on large projects and should only be used when you genuinely need a complete inv
rtfmbro-mcp provides AI coding agents with always-up-to-date, version-specific package documentation to prevent outdated knowledge errors. Developers and teams using Claude/Copilot for agentic coding tasks benefit from accurate, real-time API references.
"name": "@touchskyer/memex", "mcpName": "io.github.iamtouchskyer/memex", "version": "0.1.29",
This MCP Server integrates Naver Search API with Claude, enabling AI assistants to perform Korean web searches, trend analysis, and data retrieval. It's valuable for developers building AI applications targeting Korean markets or requiring Korean-language search capabilities.
