Discover Awesome MCP Servers

context-usage-mcp

Exposes a get_context_usage tool that reports raw token usage from session transcripts for Claude Code and OpenAI Codex CLI, enabling agents to check context size and branch behavior.

BigQuery Validator

Enables validation and dry-run analysis of BigQuery SQL queries without execution. Provides cost estimates, schema previews, and syntax validation for BigQuery queries.

NFTS Memory MCP

Self-hosted SQLite-backed memory server for Claude that syncs memories across claude.ai, Claude Desktop, and Claude Code via a single MCP server with OAuth.

Meshy MCP Server

Enables AI agents to create, manage, and download 3D models, textures, images, rigged characters, and animations through natural conversation.

MiniMax Vision MCP Server

MCP server for MiniMax vision models, enabling image analysis through the OpenAI-compatible chat completions endpoint. Supports local image files and remote URLs, with configurable temperature, max tokens, and adaptive thinking.

ServiceNow MCP Server

Enables AI assistants to interact with ServiceNow instances for data retrieval, record management, and workflow execution via the ServiceNow API.

OpsDesk

A remote MCP server that lets a commerce operations agent investigate and resolve stuck orders without escalating to engineering or needing database access. It diagnoses order issues, proposes safe remediations, and requires human confirmation before executing any changes.

MCP Data Server

Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic search. Provides both CLI and MCP server interfaces so Claude Desktop can search and read your local documents.

MCP PVE

Enables management of Proxmox Virtual Environment clusters, virtual machines, and containers through natural language interfaces. It provides 105 tools for tasks like power management, configuration, and resource monitoring with granular access control tiers.

slac-mcp

MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM agents, enabling evaluation of expressions and retrieval of syntax reference.

MCP Time Server Node

Provides comprehensive time manipulation capabilities including timezone conversions, date arithmetic, business day calculations, duration calculations, and recurring event handling. Enables natural language time queries with high performance and intelligent caching.

InfiniteMCP

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

MeuralMCP

Provides MCP tools for coding agents to inspect and control Meural Canvas devices on the local network, including listing devices, getting status, and setting the current image.

vistoazul-mcp

MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send text, media, PIX charges, manage campaigns and contacts, and configure webhooks using natural language.

Google-Sheet Universal MCP Server

Provides a standardized interface for interacting with Google-Sheet's tools and services through a unified API, enabling spreadsheet operations via natural language.

Samantha

MCP server that dynamically extracts and manages user memory from LLM conversations, enabling consistent personalization across different models.

Bitbucket MCP Server

An integration server that allows Claude Desktop and other MCP clients to read and query information from Bitbucket repositories, including commits, diffs, branches, pull requests, and file contents.

mcp-registry

Centralized registry for MCP tools, resources, and prompt templates with JSON schema validation and role-based access control filtering.

F2C Component Retrieval MCP

Enables Figma-to-Code workflows by retrieving and calibrating real-world components from Figma designs, screenshots, and a component knowledge base, outputting component contracts and preview implementations.

LibraryQuietSpot MCP

Provides library visit time recommendations and book recommendations by analyzing real lending data from the Data4Library Open API.

Nettskjema MCP Server

Enables interaction with Nettskjema forms, submissions, invitations, and data export through the MCP protocol.

Structured-Products-MCP-Server

Enables comprehensive financial analysis including structured products, portfolio optimization, risk analytics, and backtesting through Claude Desktop integration.

arc-gate-mcp

Runtime governance proxy for MCP tool calls. Inspects tool results for prompt injection and capability abuse before they reach your agent, blocking attacks that exploit the MCP trust boundary.

imap-mcp

An MCP server that gives Claude access to plain IMAP mailboxes, enabling reading, searching, moving, and forwarding emails with safety controls configured via config files.

OpenProject MCP Server

Integrates OpenProject with AI IDEs like Cursor to retrieve tasks ready for development and task details.

GitMCP

Transforms any GitHub repository into a documentation hub for AI assistants, enabling access to up-to-date documentation and code to eliminate hallucinations. Supports repository-specific and dynamic endpoints with smart search capabilities.

Arcs-MCP

A multi-platform one-click article publishing tool for MCP Service.

WeCom MCP Server

Enables AI agents to send messages, query contacts, and manage message history for WeCom (WeChat Work) self-built applications via the Model Context Protocol.

basic-memory-mcp

An MCP server that gives AI models a persistent notebook backed by a folder of Markdown files, with tools to discover, read, write, edit, and delete notes.

CorteX402

Pay-per-call x402 data products on Base mainnet — sanctions screening, aviation weather, mortgage rates, US property dossier, title chain, wallet balance, and agent session auth. Every call settles in USDC with an on-chain receipt, no accounts or API keys.