Discover Awesome MCP Servers

Weavatrix

Provides a dependency graph of any local repository with tools for change impact, transitive dependents, health audits, and more, enabling AI coding agents to see structure and refactor safely.

Currency MCP Agent

Local service for currency rates and conversion using MCP and agent layer. Accepts user requests, selects appropriate tool, and returns structured responses.

Charlotte-Mecklenburg MCP Server

An MCP server that exposes Charlotte, NC and Mecklenburg County open data as tools for an LLM agent, enabling queries about trash pickup, parcels, zoning, crime, and more by geocoding addresses and querying live ArcGIS layers.

Thunderbird MCP

Enables AI agents to control Thunderbird directly, including mail, folders, contacts, calendar, filters, and settings, through its own internals.

Swarmrails MCP

Enables interaction with various Bittensor subnets and SharpSignal prediction market intelligence directly from AI assistants like Claude. It supports diverse capabilities including text generation, image/video creation, forecasting, and 3D asset generation using a pay-as-you-go model via USDC on the Base blockchain.

VISA Dispute Advisor

Helps merchants resolve credit card disputes by searching VISA guidelines and checking dispute history to generate structured recommendations.

self-host-fusion360-MCP

A self-hosted MCP server that lets Claude (or any MCP client) drive Autodesk Fusion 360 on your own machine.

lpxpoly-mcp

Description: AI-powered Polymarket prediction market analysis via Bitcoin Lightning. Get edge opportunities, analyze specific markets, and find ranked signals. Pay per analysis in sats.

MCP Dispatch Agent

An MCP server for freight dispatchers that takes natural language orders, selects vehicles, checks regulations via RAG, and prepares documents for clients and drivers.

Google Cloud DNS API MCP Server

Auto-generated MCP server that enables interaction with Google's Cloud DNS API for managing DNS zones and records through natural language.

atotw-mcp

Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's ATOTW program, with smart embedding-based search and full text retrieval.

Tax MCP Agent

MCP server for VAT/tax calculation based on country and price, supporting integration with LLM clients like Claude and Ollama for natural language queries.

mcp_stdio2sse

SSE Version of Stdio MCP servers

Dash Robot MCP Server

Enables controlling Wonder Workshop's Dash robot through Claude, supporting movements, sounds, lights, head movements, and photo capture.

mcp-jp-fts

Enables Japanese full-text search on local text files using SQLite FTS5 and SudachiPy. Supports indexing directories, searching with morphological analysis, and retrieving ranked results with snippets.

Shield IA

Automated security audit assistant for GitHub repositories that detects static vulnerabilities (leaked credentials, vulnerable dependencies, bad Docker practices, excessive GitHub Actions permissions), calculates a security score, and provides risk explanations and mitigation recommendations via Cohere.

zotero-mcp

MCP server that connects AI assistants to your Zotero library, enabling full-text PDF extraction and metadata search.

ScreenshotOne MCP Server

A simple implementation of an MCP server for the ScreenshotOne API

SnapBack MCP Server

Enables AI-powered code safety analysis including risk detection, secret scanning, dependency checking, and code snapshot management. Works offline for basic features with optional cloud integration for advanced ML analysis and team collaboration.

Delphi Build MCP Server

Enables AI coding agents to compile Delphi projects programmatically by parsing .dproj files, executing the Delphi compiler, and returning structured error results with multi-language support and automatic configuration generation from IDE build logs.

QSS GPS MCP

Enables adding GPS goals and logging time directly from Claude Desktop, with support for bulk backfill and session management.

Inference AIops

Enables governance-grade AIops for GPU inference clusters with root-cause analysis, metrics, and policy-governed operations for vLLM and Ray.

Spix

Give AI agents a real phone number and voice. Make calls, send email, manage contacts — 26 tools, 12 resources.

News API MCP Server

Enables AI assistants to search news articles, get top headlines, and browse sources via the NewsAPI.org service.

Text-to-Speech MCP Server

A simple MCP (Model Context Protocol) server that provides text-to-speech conversion capabilities, written in TypeScript.

npm-dev-mcp

MCP server that manages npm run dev processes, automatically detecting projects, running them in the background, monitoring logs, and managing ports.

hermes-bridge

Relay MCP server enabling synchronous multi-turn communication between Hermes agents, allowing one agent to delegate tasks and await replies without third-party dependencies.

vindex-mcp

Provides Canada-aware vehicle intelligence for AI agents, including VIN decoding with factory warranty terms, merged US/Canada recalls, known-issue reports, and itemized purchase costs, with pay-per-call settlement via USDC on Base using x402.

MCP Local Database Server

Enables task management through a local MySQL database, supporting full CRUD operations and automated tracking of status transitions. Users can create, search, and update tasks while maintaining a detailed progress history for all activities.