Discover Awesome MCP Servers

glm-vision

MCP server that gives text-only models vision capabilities via free GLM vision models, supporting image description, OCR, chart/document analysis, and grounding with automatic model fallback.

Solana Token Launch Scanner

Scans new Solana token launches from pump.fun, Raydium, PumpSwap, and Orca with liquidity and holder data. Pay-per-call via x402 micropayments.

rock-rms-mcp

A read-only MCP server for Rock RMS that allows querying People, Groups, Group Members, and Attendance via its REST API.

YetAnotherFigmaMCP

Caches Figma file data locally and provides an MCP server for AI agents to search and retrieve design nodes efficiently, minimizing API calls.

Bear MCP Server

Enables AI assistants to search, read, and browse Bear notes directly from your local Bear database. Supports searching by title, content, or tags, opening specific notes, and exploring tag-based organization.

agent-julia

Local-first MCP server providing persistent markdown memory with persona engine and fast search, designed to unify AI assistant memory across Claude Code, Cowork, and Dispatch.

OpenWeatherMap MCP Server

Provides access to real-time weather data, 5-day forecasts, and air quality information for any city using the OpenWeatherMap API.

DocSmith MCP Server

MCP server that provides semantic search, graph query, and keyword search tools for interacting with DocSmith's knowledge graph and documentation.

x-mcp-lite

Read-only Twitter API server with bookmark and like management, plus anti-rate-limit protection.

Alfraid

An AI-powered TODO list MCP server with categories, timeboxing, and due dates, enabling natural language task management.

Slack MCP Server

A Slack MCP server for Claude Code that provides full messaging, channels, search, and threads across multiple Slack workspaces.

windows98-mcp

Controls a real Windows 98 VM through 47 MCP tools, enabling screenshots, mouse/keyboard input, command execution, and file transfers.

Copilot Studio Agent Direct Line MCP Server

Enables interaction with Microsoft Copilot Studio Agents directly from VS Code through the Direct Line 3.0 API. Supports starting conversations, sending messages, retrieving history, and managing conversation lifecycle with your custom agents.

semantic-edit-mcp

semantic-edit-mcp

mon-marche-mcp

Enables an AI assistant to search the mon-marche.fr grocery catalog and build a basket, stopping at the cart without automating payment.

Tagging MCP

Enables parallel tagging and classification of CSV data using multiple LLM providers with structured output, confidence scores, and optional reasoning for batch classification tasks.

FastAPI MCP-Style Server

A minimal FastAPI implementation that mimics Model Context Protocol functionality with JSON-RPC 2.0 support. Provides basic tools like echo and text transformation through both REST and RPC endpoints for testing MCP-style interactions.

bull-milker-mcp

Enables agents to view moomoo market data, run the Bull Milker stock screener, and assess portfolio risk/exposure without placing orders. Also offers optional gated order execution and quarterly tax summaries.

health-relay

Enables AI agents to query locally stored Samsung Health data—such as heart rate, sleep, steps, and workouts—through MCP tools for samples, daily summaries, and trend analysis while keeping everything on your own network.

mintlify-mcp

An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.

Data MCP Server

Enables scientific data introspection and visualization of VTK datasets with format-adaptive metadata extraction and interactive 3D visualization through MCP tools.

yfinance MCP Server

Provides Yahoo Finance data including stock info, historical prices, dividends, financials, earnings, news, and more through a set of MCP tools, deployable on Azure Functions.

kicad-mcp

MCP server for KiCad 10 that provides live PCB access, file-based schematic handling, symbol search, schematic generation from pinouts, and a Python scripting escape hatch.

mcp-clickhouse

An MCP server for ClickHouse with enhanced filtering for database and table discovery, supporting LIKE/NOT LIKE patterns and both ClickHouse and chDB tools.

DevOps Helper MCP

Provides tools and slash commands to onboard developers and manage DevOps workflows including Git operations, Docker containerization, GitHub Actions CI/CD, GitHub Container Registry, SonarCloud code analysis, and Azure container deployments.

blender-lab-mcp-client

MCP server for Blender that connects to the official Blender Lab add-on, exposing 27 tools for scene manipulation, object editing, materials, rendering, and Python execution through the add-on's actual wire protocol.

skill-vault

A self-hostable semantic skill registry for AI agents, providing searchable, versioned, and verified skills over a single MCP endpoint with per-agent private vaults and trust tiers.

doc-ingestor-mcp

An MCP server that uses Docling to convert PDFs, Office documents, images, audio, and more into clean Markdown for AI processing and RAG pipelines.

DETRAN AL: Infrações

Hosted MCP server for querying traffic fines (infrações) from the official DETRAN AL source in Brazil, offering a read-only consultation tool with prepaid credits, no credentials required, and compatible with multiple MCP clients.

LinkedIn Sales & Navigator MCP Server

Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator for searching profiles, managing leads, and handling messaging via cookie-based authentication. It supports professional networking tasks such as sending connection requests and retrieving account details through the Model Context Protocol.