Discover Awesome MCP Servers

MCP Lab Workshop

MCP server for controlling a real-time interactive dashboard deployed on Cloudflare Workers. It provides tools to toggle features, update statistics, set messages, and simulate traffic.

tpu-manager

Enables AI assistants to manage Google Cloud TPU VMs, including queueing, monitoring, bootstrapping, and SSH/tmux integration.

Realty In Ca1 MCP Server

Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

glean-company-docs

Enables grounded question-answering over internal documents via a single MCP tool that retrieves relevant passages and generates answers with citations, returning sources and diagnostics.

anki-mcp

Enables AI assistants to create and manage Anki cards through AnkiConnect, including decks, card creation, search, updates, deletion, and mobile sync.

trustflow-companyx

Enables natural language queries to be converted into policy-verified SQL, vector search, and knowledge graph plans, with evidence-backed answers and an audit log.

Kaspa MCP

Enables users to manage Kaspa wallets, check balances, and send KAS tokens directly on the Kaspa blockDAG. It provides tools for transaction fee estimation and retrieving detailed transaction history across mainnet and testnet environments.

cpu-game-mcp

Enables AI agents to play the CPU Game on EVM, including world exploration, building, crafting, and trading via natural language.

codex-mcp-bridge

MCP server for Claude Desktop to send prompts into a live Codex thread through a shared Codex app-server, preserving thread history, working directory, and model.

agenticschema

Turns the Schema.org markup already present in a webpage into MCP tools an AI agent can call, extracting JSON-LD, microdata, and RDFa to expose read-only and custom tools. It runs as a stdio or Streamable HTTP MCP server, enabling agents to interact with page entities without additional APIs or backends.

mcp-unified-automation

A custom MCP server for Playwright browser automation and system control, providing 25 tools to enable Claude Code to perform web interactions and system tasks via natural language.

Laxis MCP Server

The Laxis MCP Server connects Laxis - the AI meeting note taker and voice dictation tool for professionals to Claude and other AI tools through the Model Context Protocol. Your assistant can search and read your meeting transcripts, summaries, and participants directly in chat, turning every conversation you've recorded into context your AI can reason over.

GitHub Issue Relationships MCP Server

An MCP server that provides tools for managing GitHub issue relationships, including tracking dependencies, blockers, and sub-issues.

SecureContext

Provides persistent memory, cryptographic audit trail, and HMAC-verified skill admission for Claude Code, running locally on PostgreSQL with zero cloud sync.

LoopGauge

MCP server that experiments with cheaper LLM policies (model, prompt, reasoning, retry, escalation) against project tasks to recommend the lowest-cost policy that meets quality constraints.

MCP Customer Support Demo

Enables customer support operations such as order lookup, store credit, refunds, and audit log review through an agent using safe, typed MCP tools.

Kremis

MCP server exposing a deterministic, local knowledge graph over stdio. Zero LLM calls in the bridge; answers are classified as Fact, Inference, or Unknown and persisted in redb (ACID, BLAKE3-hashed).

ResumePilot MCP

Enables parsing a master resume, analyzing job descriptions for ATS/match scores, generating truthful tailored resumes, tracking applications, and producing PDF reports through Claude Desktop.

Memory Shell Detector MCP

A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.

home-slice-mcp

MCP server providing mortgage calculation tools and live interest rates from Home Slice.

cheerio-mcp-bridges

A suite of four MCP bridges that enable orchestrator agents to drive local installed CLI coding assistants (Pi, Agy, Codex, Copilot) with secure, sandboxed prompts and session continuity.

keystone-mcp

An MCP server that retrieves contextual information from company resources and surfaces it to coding agents as rules, reasoning, skills, and commands.

INDUSS Research Intelligence MCP Server

Provides an institutional research backend for AI assistants, with 15 tools for company, financial, funding, competitor, industry, and news intelligence, plus Markdown/PDF report generation, featuring deterministic source routing, extraction, validation, and citation generation.

imperal-mcp

Enables LLMs to build, validate, smoke test, and deploy Imperal apps using a declarative IR format directly from the editor.

mcp-optimizer

mcp-optimizer

Adopte un Conteneur — Container Delivery Calculator

Calculate empty shipping container delivery costs in France. Automatically selects the optimal depot and returns real prices (without and with VAT).

mcp-server

Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft Teams tools over stdio.

MCP System Bridge

A server that bridges the Model Context Protocol (MCP) to native OS functionalities, allowing AI assistants to open URLs, manage clipboard content, and retrieve date information.

UNHCR Population Data MCP Server

Provides access to UNHCR refugee statistics through a standardized interface, allowing AI agents to query data by country of origin, country of asylum, and year.

Enhanced Reablocks MCP Server

A Model Context Protocol server that generates production-ready React components using the Reablocks design system through natural language processing.