Discover Awesome MCP Servers

ContextAtlas

Enables AI coding agents to retrieve and manage code context with hybrid search, project memory, and observability via MCP tools.

TaScan MCP Server

AI agent integration for TaScan that enables managing projects, events, tasks, workers, QR codes, templates, and completion reports through any MCP-compatible AI client.

Kaspa MCP Server

Enables interaction with Kaspa blockchain nodes via RPC, providing tools for querying node info, block data, addresses, balances, UTXOs, and mempool transactions.

Mochi

Browser automation MCP server with persistent memory for AI assistants, enabling automated web testing and workflow replay with self-healing selectors.

mcp-ai-voice

Enables AI agents to synthesize natural speech using either platform system voices or premium OpenAI TTS, with automatic engine selection and graceful fallback.

io.github.nickklos10/querypilot

QueryPilot enables AI agents to safely generate, validate, repair, and execute SQL against fixture databases, with eval-driven regression testing to ensure reliability.

conversation-navigator

Local MCP server that adds a widget with 3–5 editable next-step suggestions to Codex desktop responses. Supports configurable language, persona, and suggestion count, running entirely on-device.

Refero MCP

Enables searching the Refero design catalog in plain English and generates DESIGN.md files for any project.

genesys-mcp

MCP server for Genesys Cloud that enables AI assistants to build and manage queues, skills, users, wrap-up codes, and Architect flows, including a flow builder that renders diagrams and publishes via Genesys' validation pipeline.

superposition-mcp

Provides a deterministic, keyless two-pole terrain map from an agent's task framings to counter premature collapse in reasoning, working offline or via API.

remote-mcp-server

Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling tool calls via SSE from clients like Claude Desktop.

Reality Calendar MCP Server

Enables interaction with tool data stored in Google Drive Excel files through cached SQLite database. Provides access to tool information and descriptions with automatic background synchronization and OpenWebUI compatibility via OpenAI proxy.

ClimbMCP

Enables Claude to access and search climbing book PDF chapters, with tools to list, retrieve, and find relevant chapters based on queries.

fitbro-mcp-server

Provides read-only access to a local FitBro environment, enabling queries of Postgres, retrieval of application and test logs, and on-demand Cucumber test runs via MCP.

claude-fidelity-mcp

Enables interaction with Fidelity Investments brokerage accounts using Playwright browser automation to manage balances, positions, and trades. It supports secure 2FA authentication and session persistence for seamless account management via Claude.

SearchCAIE MCP Server

Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.

SpinQit MCP Tools

Enables AI models to invoke SpinQ's quantum computing hardware resources by creating and submitting quantum circuits (QASM) to the SpinQ cloud platform for execution and results retrieval.

nano-banana-mcpv2

Enables AI image generation and editing using Google's Gemini Multimodal Image APIs.

shared-url-mcp

An MCP server with one job: read a shared AI conversation link and write the whole thing to Markdown.

dochost

Publish Markdown or HTML to a clean, shareable public link straight from your AI assistant — OAuth sign-in, no API keys. Tools: publish and list_my_pages.

Web Research MCP

Enables AI agents to search the web, fetch pages, and synthesize research through three tools: web_search, fetch_page, and research_topic, all in a single pay-per-use API call.

visualcrossing

Provides access to Visual Crossing Weather Timeline API for weather data retrieval via natural language queries.

MATLAB MCP Server

A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code. Execute MATLAB code, manage workspace variables, create plots, handle data I/O, and more - all through a token-efficient MCP interface.

Indicadores PJ (Transparência)

Enables querying Brazilian public transparency data for companies by CNPJ, returning indicators like sanctions, agreements, and contracts. Read-only and works with any MCP client over HTTP.

MCP Think

A Model Context Protocol server that provides AI assistants like Claude with a dedicated space for structured thinking during complex problem-solving tasks.

Model Context Protocol (MCP) Server

A Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.

mcp-api-tests

Starter scaffold for a workshop to build an MCP API testing server, intended to be extended through incremental steps.

Terminal Controller MCP Server

Enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

Flight Finder MCP

Enables Claude to search and compare flights across multiple providers (Skyscanner, Google Flights, Kiwi.com) with smart caching, parallel queries, and flexible filtering.

mcp-tomtom

Enables AI agents to query TomTom Search and Routing APIs, including geocoding, places, and route planning.