Discover Awesome MCP Servers

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.

Polars Docs MCP

A FastMCP tool to search and retrieve Polars API documentation with support for multiple transport methods.

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.

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.

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.

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.

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.

@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.

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.

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.

Understanding MCP (Model Context Protocol) and GitHub Integration

好的，这是将“A comprehensive guide to setting up and using MCP server with Cursor IDE, including GitHub integration and AI agent configuration.”翻译成中文的几种选择，根据不同的侧重点： **选择 1 (比较直接，适合技术文档):** 使用 Cursor IDE 设置和使用 MCP 服务器的综合指南，包括 GitHub 集成和 AI 代理配置。 **选择 2 (更流畅，更像教程标题):** 如何使用 Cursor IDE 设置 MCP 服务器：包含 GitHub 集成和 AI 代理配置的完整指南。 **选择 3 (强调实用性):** 使用 Cursor IDE 搭建 MCP 服务器：GitHub 集成与 AI 代理配置详解。 **选择 4 (更简洁):** Cursor IDE 与 MCP 服务器：GitHub 集成和 AI 代理配置指南。 **解释：** * **MCP 服务器:** MCP 服务器通常指 Minecraft Protocol 服务器，但如果没有上下文，也可能指其他类型的服务器。 翻译时保留原文，因为不清楚具体指什么。 * **Cursor IDE:** 保留原文，因为是专有名词。 * **GitHub 集成:** GitHub 集成 * **AI 代理配置:** AI 代理配置 * **综合指南/完整指南/详解/指南:** 根据语境选择，都表示 comprehensive guide 的意思。 最终选择哪个翻译取决于你希望表达的重点和目标读者。 如果面向技术人员，选择 1 或 3 比较合适。 如果面向初学者，选择 2 可能更友好。 选择 4 最简洁，适合作为标题。

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.

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.

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.

mcp-server-sros

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

Tableau MCP Server

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

MCP System Tools Server

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

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

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.

Prover MCP

Enables AI assistants to control Succinct Prover Network operations on Sepolia testnet, including running provers, calibrating hardware, staking tokens, and monitoring earnings through natural language commands.

specter-skills

Configure a Specter game backend from chat — economy, progression, leaderboards, tournaments, battle passes, and real-time multiplayer — via your AI assistant.

accountinghouse-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

SnackMachine

Modular snack registry, scheduler, spool, and MCP knowledge conduit that enables AI-ranked search, multi-agent shared memory, and FTS5 indexing across vault layers.

latvian-cybersecurity-mcp

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