Discover Awesome MCP Servers

totem

Totem provides Claude with full read and write access to wearable device data, starting with Whoop, through its private iOS API.

Remote MCP Server

Enables deployment of MCP servers on Cloudflare Workers without authentication, allowing users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground. Provides a template for building remote MCP servers that can be accessed via HTTP endpoints.

impact-preview

MCP server that provides impact preview and approval workflow for AI agent actions, allowing users to see diffs and risk assessments before any changes are executed.

dsh-trio

Turns DeepSeek Harness into an MCP server with tools for session management, agent execution, resources, and OAuth, plus browser automation and GitHub/GitLab integration.

GitHub Flow MCP

A policy-aware MCP server for GitHub and GitHub Actions that enables safe AI-assisted infrastructure workflows—inspecting repositories, preparing branches and pull requests, and constrained remote mutations behind explicit preview-bound approval tokens.

tableau-audit-mcp

Audits local Tableau workbooks for unused assets, near-duplicate sheets, and dashboard weight, producing actionable cleanup reports.

CodeMind

Enables GitHub Copilot to understand and navigate your codebase with 20 tools for search, context, dependencies, and safety checks across projects.

team-tracker-mcp

MCP server for team task tracking, code review, and activity monitoring via Claude Code. Assign tasks, track branch activity, review code, and get daily summaries through natural language.

mcp-gtv

MCP server for controlling Google TV devices via natural language. Enables key presses, text input, and app launching on paired devices.

PDF MCP Server

Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vector search) and retrieval-augmented generation, returning structured answers with source citations and confidence scores.

TCM MCP Server

Enables AI assistants to access professional Traditional Chinese Medicine knowledge, including herb and formula search, acupoint lookup, six-channel diagnosis, and compatibility checking.

live-chemdraw-mcp

Connects AI assistants to a live ChemDraw window on Windows via COM automation, enabling drawing, editing, and organizing chemical structures directly in the open document. Supports structure insert/export, scope tables, shorthand groups, figure layout, chemistry QC, publication tools, annotations, polymer brackets, and TLC plates.

qa-ai-agents

Enables automated QA testing by running a pipeline of AI agents that generate test scenarios, architect test layers, write Playwright tests, and review code, all grounded in feature requirements and API contracts.

metaflow-mcp-server

Enables coding agents to interact with Metaflow workflows, including querying flows, runs, tasks, logs, and artifacts across any Metaflow backend.

portfolio-analytics-mcp

MCP server providing portfolio analytics tools: beta to a benchmark, sector correlation, and FIFO trade matching with realized/unrealized P&L using Yahoo Finance prices.

pepita MCP server

Lets a local Claude read and edit pepita sites, publish them, and manage shareable preview links.

aeo-mcp

An MCP server that gives AI agents tools to inspect a website's visibility to AI answer engines, including crawler permissions, llms.txt, structured data, on-page signals, and a full 29-check AI-readiness audit.

DarkLens MCP Server

Enables AI agents to detect, classify, explain, and ethically redesign dark patterns in websites and UI flows.

drand-mcp-server

Enables AI applications to fetch verifiable randomness from the drand network, supporting latest, time-based, and round-based beacon retrieval.

worksuite-mcp

Connects AI assistants to Google Workspace (Gmail, Drive, Docs, Sheets, Slides, Calendar, Tasks, Forms, Chat, Contacts) through your own OAuth app, providing around 120 tools for managing email, files, calendar, and more.

Gemini Image MCP Server

Enables image generation and prompt enhancement within Claude.ai by leveraging Google Gemini models. It allows users to create visual content in various styles like photorealistic and 3D render directly through natural language.

MCP Keyword Search Server

Enables searching for keywords in files with support for case-sensitive/insensitive matching, returning line numbers, full line content, and match counts for all occurrences.

AI SDK 5 Migration MCP Server

Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checklist and searching the official migration guide for code and data changes.

agentic-task-system

About Your task manager is the best agent memory you're not using. An agent-native context layer over your existing task app.

B2B Buyer-Signal MCP

Interprets B2B buyer signals (hiring, funding, tech changes) into structured outreach implications for AI sales agents, bridging the gap between raw signal data and actionable intent.

mcp-now

Provides tools to get the current date and time, with optional timezone support, designed for testing MCP compatibility.

MLOps MCP Server

Enables Claude to interact with ML experiment tracking, model registries, and deployment pipelines across popular MLOps platforms like MLflow.

Australian Institute of Health and Welfare

MCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.

Orphograph

Enables AI agents and MCP hosts to anchor file hashes to Bitcoin via OpenTimestamps and verify proofs, ensuring files existed before a given time with privacy-preserving local hashing.

pdf-filler-mcp

Enables filling any PDF form, including scanned or AcroForm, through a browser-based drag-and-drop editor. Works entirely locally with no data leaving the machine.