Discover Awesome MCP Servers

mcp-server-sros

Provides tools to view operational state and change configuration of Nokia SR OS devices using pySROS SDK and FastMCP.

Sivisa: SP

MCP server for read-only consultation of Sivisa: SP data from official sources. It provides a single tool (sivisa_sp_consultar) and works with any MCP client over HTTP, using prepaid credits.

MCP System Tools Server

Provides AI agents with tools to retrieve live system statistics (CPU, memory) and safely evaluate basic arithmetic expressions.

ark

Self-hosted research vault on Cloudflare Workers with a native MCP server, enabling AI agents to search and (soon) maintain their knowledge base from anywhere.

🚀 Wayland MCP Server

Máy chủ MCP cho Wayland

pdf4vllm

Enables vision LLMs to read PDFs by automatically detecting text corruption and switching between text extraction and image rendering modes, while preserving reading order and filtering unnecessary images to prevent token overflow.

commerce-validators

Provides real validation and live registry lookups for ecommerce and fintech workflows, including EU VAT, EORI, email domain, IBAN, ABA routing, and GTIN checks.

CodeRifts API Governance

An MCP server providing risk-aware API governance tools for AI agents. Agents call preflight checks before tool calls or merges to verify API contracts are safe. Returns risk score, blast radius, agent impact, economic cost, and a deterministic ALLOW/WARN/REQUIRE_APPROVAL/BLOCK decision. MCP endpoint: https://app.coderifts.com/mcp

Oculr MCP

Enables AI agents to create and control real, isolated browser profiles with engine-level fingerprinting and per-profile proxies, providing antidetect browsing capabilities through a Model Context Protocol interface.

Understanding MCP (Model Context Protocol) and GitHub Integration

Tuyệt chi tiết hướng dẫn cách thiết lập và sử dụng máy chủ MCP với Cursor IDE, bao gồm tích hợp GitHub và cấu hình AI agent.

asmemory

Action-State Memory Engine that records typed events (state values and actions) and provides trend, anomaly, causal, and summary analyses via MCP tools. Enables agent self-tracking and operational monitoring with time-series math.

@runablejs/mcp

Enables AI coding agents to inspect Runable projects over MCP, providing read-only access to project information and configuration via Runable's inspector.

MCP Tool-Use Reliability Harness

An MCP server that exposes a document store for evaluating agent tool-use accuracy and measuring resistance to indirect prompt injection, with built-in conformance to the 2026-07-28 MCP protocol.

Plotting MCP Server

Transforms CSV data into beautiful visualizations including line charts, bar graphs, pie charts, and world maps. Returns base64-encoded PNG images optimized for AI chat interfaces and assistants.

CST Studio Orchestrator MCP

Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation, antenna design, and schematic-based field-circuit co-simulation through 177 MCP tools.

crux-mcp

MCP server for the Chrome UX Report, providing real-user Core Web Vitals (LCP, INP, CLS) and historical trends for any origin or URL via natural language queries.

Epstein-Files-Plugin

Enables AI agents to search and query the public DOJ Epstein Files release across 20 databases, resolve EFTA numbers to official DOJ PDFs, and cross-check viral claims against a fact-checked registry.

cloudflare-mcp-server

Enables natural language management of Cloudflare services including Workers, KV, R2, D1, Queues, and more via the Model Context Protocol.

ToolForge MCP Server

Enables AI agents to securely discover, execute, and observe tools with role-based access control and audit logging. Serves tools over MCP stdio and HTTP for integration with Claude Desktop, Cursor, and other clients.

Tableau MCP Server

Connects Claude Desktop to Tableau Server for natural language data analysis and comprehensive administrative capabilities, including user and permission management.

Haru VPS MCP

A self-hosted MCP gateway that provides filesystem and shell capabilities for an isolated VPS workspace, with strict loopback security and optional authenticated remote access.

lucid-apple-mcp

MCP server that gives Claude and local LLMs access to Apple's on-device frameworks — Vision OCR, NSDataDetector, and Apple Intelligence FoundationModels. Everything runs on your Mac with zero data leaving.

ai-assimilation-mcp

Enables AI models to securely and structurally assimilate experiences, thoughts, and reasoning processes across different AI systems, fostering intellectual collaboration and evolutionary dialogue.

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language interactions, supporting email operations (send, read, search, draft), comprehensive attachment handling (send, receive, download), label management, filters, and batch operations with automatic OAuth2 authentication.

mem-port

A local MCP server that gives AI copilots a shared, portable long-term memory backed by an embedded knowledge graph, with semantic search and export/import capabilities.

latvian-cybersecurity-mcp

Enables querying Latvian cybersecurity data, including regulations, guidelines, and advisories from CERT.lv, directly from any MCP-compatible client.

mcp-browser-use

Enables browser automation through MCP clients like Claude or Cursor, using the client's existing LLM without requiring an additional API key.

chromium-sidecar

Enables local AI agents to operate the user's existing browser session via a Manifest V3 extension and native messaging, supporting tabs, DOM snapshots, clicks, form input, JavaScript, screenshots, cookies, network capture, and Arc Spaces.

Wisembly MCP Server

Enables interaction with the Wisembly API to fetch and manage event data, including event details, participants, organizers, and locations.