1872 servers tagged with Server Implementations
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, an...
Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
Official GitHub server for integration with repository management, PRs, issues, and more.
AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, ...
A fully-featured coding agent that relies on symbolic code operations by using language servers.
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered his...
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
Provide coding agents direct access to Figma data to help them one-shot design implementation.
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
Open source MCP server specializing in easy, fast, and secure tools for Databases.
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35...
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries...
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documen...
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory
MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you...
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
An MCP server using Playwright for browser automation and webscrapping
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive...
Create crafted UI components inspired by the best 21st.dev design engineers.
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google...
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, ...
Tools and templates to create validated and maintainable data charts and dashboards.
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
Integration with Cloudflare services including Workers, KV, R2, and D1
🎖️ 📇 ☁️ Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
Search dashboards, investigate incidents and query datasources in your Grafana instance
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)
React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose co...