Discover Awesome MCP Servers

Redmine MCP Server

Connects to Redmine, enabling LLMs to manage projects, issues, timesheets, and time logs via MCP.

Ripplecheck MCP Server

Ripplecheck is a counterfactual schema migration compiler powered by the DataHub MCP Server. Paste breaking warehouse DDL and it projects the metadata graph, proves a bounded release policy, routes an executable migration DAG to owners, writes a hash-sealed decision capsule back to DataHub, and generates a merge-ready PR evidence pack.

daily-hot-mcp

MCP server for fetching daily hot lists from 30+ sources with built-in caching and batch requests.

Join Microsoft 365 MCP Server

Enables AI assistants to seamlessly interact with Microsoft 365 services through the Graph API, featuring super tools, unified search, and intelligent learning.

powerbi-health-mcp

An AI-powered Power BI dataset health monitor that connects Claude to a simulated Power BI tenant for running health checks, diagnosing failures, and prioritizing fixes.

Backtesting Arena

Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-demand backtests. Bearer + x402 pay-per-call

dcc-mcp-photoshop

Adobe Photoshop adapter bridging AI agents (Claude, Cursor, Copilot) to Photoshop via UXP WebSocket for document and layer management.

swarm-mcp

An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing them to query scope, evidence gaps, and review requirements without being able to issue a final verdict.

MCP CLI Chat

Enables managing documents on the filesystem through natural language, with tools for read, create, edit, delete, and commands for summarize, format, rewrite, and convert.

lolzteam-mcp

MCP server providing access to Lolzteam Market and Forum APIs with 271 tools for account trading, forum interactions, and more.

Harness MCP Server

An MCP server that gives AI agents full access to the Harness.io platform through 11 consolidated tools and 207 resource types.

taigas-texture

MCP server for procedural material generation and inspection via a deterministic Texture DSL, exposing tools to list, validate, render, and multiscale-inspect materials.

MXCP

Enterprise-grade MCP framework for building production-ready AI tools with data quality, security, audit trails, and comprehensive testing.

outlty-mcp

Exposes FastAPI API-key management and request-making routes as MCP tools, enabling users to manage and interact with their APIs via Claude.

OSTI MCP Server

Enables Claude to search and retrieve DOE-sponsored scientific literature from OSTI.gov, including technical reports, journal articles, theses, patents, and datasets, via two tools: search_osti and get_osti_record.

foodvisor-mcp

MCP server integrating Foodvisor nutrition API for food search, meal logging, daily summaries, and progress tracking via LLM agents like Claude.

MCP Discovery Server

A meta-MCP server that discovers and explores other MCP servers using progressive disclosure patterns to reduce token usage by up to 99%.

EduChain MCP Server

Integrates the EduChain library with Claude Desktop to generate educational content such as multiple-choice questions, lesson plans, and flashcards. It utilizes Gemini LLMs through LangChain to provide local and secure content generation tools.

Square MCP Server by CData

This read-only MCP Server allows you to connect to Square data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Codex Capability Bridge

An MCP server that enables Claude to discover and delegate tasks to local Codex Skills and plugins, bridging Claude's natural language understanding with Codex's execution capabilities.

mcp-local-files

Enables ChatGPT/Codex to read, search, and edit files in a single allowed folder on Windows through OpenAI Secure MCP Tunnel.

mcp-vibe-check

Assigns personality types to functions, rates variable name energy, and suggests aesthetic alternatives for code, providing an unscientific yet entertaining vibe assessment.

mcpGetImage

An MCP server for generating candy product images with white backgrounds and removing backgrounds to produce transparent WebP images, using OpenAI's image API and rembg.

video-capture-mcp

MCP server for screen recording on macOS, iOS Simulator, and Android, with key-frame extraction via ffmpeg, enabling AI agents to capture UI motion and transient visual states.

Sassy Fact Check Bot

Generates witty, citation-backed responses to health myths and misinformation with automatic tone adjustment for sensitive topics. Integrates with Instagram DMs to fact-check viral claims with sass and sources.

Crisphive

Agentic AI scheduling infrastructure for field service teams. Match crews to jobs by location, skills, and availability — with sub-3-second cascade rescheduling.

Agent Task List MCP Server

Provides a self-hosted shared work queue for AI agents via MCP, using a local SQLite database for task management.

TripWire MCP Server

Sandbox-first command safety layer for MCP-compatible coding agents, protecting commands executed through its safe_exec tool by blocking destructive operations and requiring human approval for ambiguous commands.

Plane MCP Server

Enables AI agents to interact with Plane project management APIs, offering tools for managing projects, work items, cycles, modules, initiatives, and more through MCP.

TWSE MCP Server

台灣證交所MCPServer