1,141 boosters for "MCP" — open source, verified from GitHub, ready to install
Refero gives agents taste and product evidence. Use it before design work instead of relying on generic model knowledge. Refero has three research layers:
Purpose: Make agents instantly productive. Follow ONLY patterns proven in this repo; don’t invent abstractions. 1. Copy structure from an existing sample; reference . 2. Implement with same pattern (parse settings -> add services -> ).
Native Claude Agent SDK integration for AgentPool that enables file operations, terminal access, and advanced code editing with lower latency and tighter integration than bridge alternatives. Developers building AI agents on Claude Code or Claude Desktop benefit from direct SDK access and streamlined tooling.
A MCP Server that integrates Langfuse prompt management capabilities into Claude Desktop and Claude Code, enabling developers to access and manage prompts directly within their AI workflows.
In Memoria is a persistent intelligence infrastructure MCP server that enables AI agents and developers to build codebase-aware applications with semantic search and pattern learning capabilities. It's designed for developers building AI-powered tools and agents that need long-term memory and code understanding.
Bilibili Mcp Js is an MCP server that enables AI models to search and retrieve Bilibili videos, anime, and trending content directly through Claude. Developers building AI applications can use this to integrate Chinese video platform functionality without manual API calls.
Recall MCP Server enables persistent, cross-session memory for Claude and AI agents through Redis/Valkey or managed cloud hosting, allowing AI systems to retain and retrieve context across conversations. Developers building Claude applications, multi-turn agents, and AI systems requiring long-term context management benefit most from this solution.
Auto-loaded when writing documentation, content, or user-facing text. Enforces consistent, direct voice and eliminates LLM rhetoric. Also loaded when a project sets or in , to govern conversational response length and structure (see Output Modes). Bad (filler, marketing, generic):
This MCP server enables Claude to interact with Make automations, allowing users to programmatically manage and trigger workflows. It benefits developers and automation engineers who want to integrate Make into their Claude-powered applications.
Beads is available for task tracking. Use tools to manage issues (the user interacts via commands). Create a pull request for the current branch using GitHub MCP tools. Current branch status:
A TypeScript-based MCP server that bridges Claude with the Xiaozhi AI platform through tool integration and WebSocket communication. Useful for developers needing to connect Claude instances to Xiaozhi's ecosystem.
"name": "human-compiler", "description": "Compile humans into AI agents through deep interviews. Conducts comprehensive behavioral interviews, analyzes work artifacts via MCP tools, and generates installable Claude Code plugins that embody a person's decision-making, communication style, and experti
Execute the release automation script with auto-confirmation for Claude Code. PROJECTROOT=$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD") cd "$PROJECTROOT" && bash .claude/scripts/release.sh $ARGUMENTS --yes
"description": "Sanity plugin for Claude Code with MCP server, agent skills, agent rules, and slash commands.", "email": "support@sanity.io", "url": "https://www.sanity.io"
"name": "mcp-outline", "description": "Connect Claude Code to Outline for document search, reading, creation, and management", "version": "1.10.1",
An MCP server that enables Claude to execute MySQL database operations directly, allowing AI assistants to query, insert, and manage database records. Useful for developers integrating Claude with MySQL-backed applications and data workflows.
"name": "@readwise/readwise-mcp", "description": "DEPRECATED — Use the new Readwise MCP server at readwise.io/mcp instead.", "homepage": "https://readwise.io",
This MCP server enables Claude to read, write, and manage Notion databases and pages directly through the Model Context Protocol. It's ideal for developers and knowledge workers who want to integrate AI-powered automation with their Notion workflows.
Comet MCP Server integrates Perplexity's Comet browser with Claude, enabling agentic web browsing, deep research, and real-time monitoring directly within Claude Code. Developers and researchers benefit from automated, intelligent web interaction capabilities without leaving their AI workflow.
"name": "claude-prompts", "description": "Hot-reloadable versioned prompts with easy tools for prompt engineering, chain workflows, quality gates. Symbolic syntax: >>prompt --> >>chain @framework :: 'gate'", "homepage": "https://github.com/minipuft/claude-prompts",
BrowserStack's Official MCP Server enables AI assistants to automate browser testing, accessibility checks, and cross-platform quality assurance directly within Claude. Developers using BrowserStack can leverage AI to orchestrate complex testing workflows without leaving their coding environment.
"name": "@aaronsb/google-workspace-mcp", "description": "MCP server for Google Workspace with progressive context disclosure and multi-account orchestration", "url": "https://github.com/aaronsb/google-workspace-mcp"
The Vercel SDK MCP Server provides type-safe TypeScript access to the Vercel REST API through Claude, enabling developers to programmatically manage deployments, projects, and infrastructure directly from AI interactions.
Extract and formalize domain terminology into a consistent glossary. 1. Scans conversation for domain-relevant nouns, verbs, and concepts 2. Identifies ambiguities, synonyms, and overloaded terms
