Discover Awesome MCP Servers

mcp-sequentialthinking-qa

An MCP server that guides QA and verification processes by breaking down tasks into manageable steps and providing LLM-driven, confidence-scored tool recommendations.

ClaudeHistoryMCP

An MCP server that makes Claude Code conversation history searchable and proactively useful by indexing past sessions with hybrid BM25+TF-IDF search, extracting decisions and solutions, and auto-injecting relevant project context at session start.

mycobot-mcp

Enables sending pick-and-place instructions to myCobot using object detection via image feedback.

PlantUML MCP Server

Enables generation of PlantUML diagrams (sequence, class, C4, architecture) with embeddable SVG/PNG URLs, encoding/decoding capabilities, and automatic syntax error detection and fixing.

openapi-mcp-builder

Enables users to convert any OpenAPI or Swagger spec URL into a hosted MCP server on the Agentic Tools Platform, with tools for analyzing, trimming, and managing OpenAPI specifications.

3dcaipiao-mcp

MCP server for analyzing China's 福彩3D lottery data with deterministic math engines, forward-testing, and safety checks. Enables data import, statistical testing, coverage optimization, risk control, and optional LLM interpretation.

Open Design Guard MCP

Enforces agent design system compliance with tools to check guards, explain gaps, issue receipts, suggest fixes, and export audits.

blend-ai

An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language commands.

Twitter/X MCP Server

Connects AI assistants to Twitter/X using cookie-based authentication to read timelines, search tweets, and perform actions like posting and liking. It leverages Twitter's internal GraphQL API to provide full functionality without requiring a developer account.

Task.md Utilities MCP Server

Enables AI assistants to manage tasks in a kanban board organized as markdown files, with operations to create, update, delete, move tasks, manage lanes, and get statistics.

metabase-mcp

An MCP server for Metabase that enables executing SQL queries and saved cards, with options to export results as CSV or XLSX, while enforcing read-only mode and database whitelisting for security.

claude-code-telegrammer

Enables Claude Code to act as an autonomous Telegram agent with tools for replying, reacting, editing messages, searching history, and handling attachments. Includes a TUI watchdog for unattended operation.

devir

Manages multiple development services with colored logs, filtering, and MCP integration for Claude Code.

Kordoc Remote MCP

Streamable HTTP wrapper for kordoc, enabling ChatGPT to parse, generate, patch, fill forms, and validate Korean office document formats like HWP, HWPX, PDF, and more.

cardnews-mcp-server

Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) using LLM to generate content and Puppeteer for rendering.

ensembl-mcp-server

Enables looking up genes, fetching sequences, predicting variant consequences, finding orthologs, and cross-database xrefs via Ensembl REST API through MCP.

Fusion 360 MCP Server

A Model Context Protocol server that enables Cline to translate natural language prompts into Fusion 360 CAD operations by mapping commands to Fusion's API and generating executable Python scripts.

notion-mcp-fast

Fast, read-only MCP server for Notion that reads directly from local SQLite cache, enabling instant access to Notion pages, databases, and users without API calls or rate limits.

Penpot MCP Server

Enables AI assistants to create, modify, and manage Penpot designs programmatically, providing full manipulation capabilities for the open-source design tool.

cochlea

Render, analyze, and verify audio (WAV or FLAC) through a fully offline, deterministic engine, exposed as MCP tools for AI agents.

athena-tools

A Claude Code extension that embeds a senior athenahealth integration engineer in your development workflow, proactively catching data loss bugs and guiding safe DataView queries and API integrations.

agent-drugs

Digital drugs that modify AI behavior through prompt injection, enabling agents to list, take, and manage active drugs across sessions.

Intlayer

Mcp Server For Doc / Cli / Sdk Integration related to Intlayer i18n solution & CMS

AWS MCP Server

Enables Claude Desktop to interact with 57 AWS services using over 200 tools and local machine profiles. It supports multi-profile configurations and features a read-only safe mode by default to manage infrastructure like EC2, S3, and Lambda securely.

Weather MCP Server

A Model Context Protocol server that enables AI models to fetch weather alerts and detailed forecasts for US locations using the National Weather Service API.

Said MCP

A MCP server that provides real-time weather information for any city through a simple tool that resolves geographic coordinates and fetches current weather data.

p6ai

Provides MCP tools to validate structured construction plan JSON and create projects in Primavera P6 Professional standalone SQLite databases, with automatic backup and rollback.

Velero MCP Server

Provides read-only access to Velero backup and schedule resources in Kubernetes clusters, enabling AI agents to inspect backups, schedules, and generate Velero YAML manifests safely without write permissions.

@brightbeamai/chap-coordinator-mcp

Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.

ClawDaemon MCP

Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cron jobs, webhooks, and messaging across over 23 platforms. It enables background browser automation and event tracking that persists even when the Claude session is closed.