发现优秀的 MCP 服务器

vivado-mcp

A lean MCP server that lets AI agents drive Xilinx Vivado for synthesis, implementation, simulation, and diagnostics through 30 curated tools and raw Tcl execution.

Adaptive LLM Gateway

Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that wraps multiple subscription CLIs, adding prompt-injection defense, PII redaction, cost-aware routing, and reasoning-trace capture for MCP-compatible clients like Claude Desktop and Cursor.

MCP Server LeetCode

镜子 (jìng zi)

FlexFS MCP

Provides secure file system, web fetching, and Google Cloud Storage access for AI IDEs.

SceneCraft MCP

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

MCP Snowflake Reader

一个模型上下文协议（MCP）服务器，提供对 Snowflake 数据库的安全只读访问。允许大型语言模型（LLM）安全地查询表和描述模式，而无需写入权限。使用 Python 和官方 Snowflake SDK 构建。

Llama Maverick Hub MCP Server

A meta-MCP server that uses Llama AI as an orchestrator to intelligently route requests and coordinate workflows across multiple MCP services like Stripe, GitHub, and databases. Enables complex multi-service operations with AI-driven decision making and parallel execution capabilities.

Chart Library

Historical stock pattern intelligence for AI agents. Search 24M pre-computed chart pattern embeddings across 15K stocks and 10 years. 19 tools: pattern similarity search, forward returns, regime analysis, anomaly detection, sector rotation, earnings reactions, correlation shifts, scenario analysis, and more. Returns what happened historically when charts looked like this — compliance-safe

Airtable Sheet Port MCP Server

This MCP server enables safe local access to tables and spreadsheets for AI agents, providing typed tools for reading, previewing, and committing table changes through a permission-brokered interface.

urban-edc-mcp

Federated MCP server that routes K-12 education data requests to public sources like Urban Institute, EDC/Zelma, NAEP, and MA E2C, handling comparability and provenance automatically.

AgentBox

Sovereign autonomous mailbox and identity layer for AI agents, providing persistent email identities, object-level security, OTP/2FA capture, link safety analysis, and event-driven email handling via MCP.

SIEMen

Enables AI agents to read, write, and search security findings, engagement memory, and semantic triage via MCP tools on Cloudflare Workers.

pi-codemode-mcp

An MCP extension that allows coding agents to manage and compose MCP tools by executing JavaScript in a sandboxed environment. It features tools for listing available MCP capabilities and a management command for handling authentication and tool policies.

twilio-call-data-mcp

Read-only MCP server for Twilio call data, providing tools to search calls, fetch recordings and transcripts, list agents, and generate summaries while explicitly handling timezone and duration measurement discrepancies.

Swapcard MCP Server

Enables interaction with the Swapcard event platform API, providing tools to manage events, people, sessions, exhibitors, documents, custom fields, meetings, webhooks, and analytics through natural language.

Early MCP

Integrates with the EARLY (Timeular v4) API to manage activities, track time, and generate analytics like efficiency and billing reports. It enables AI assistants to perform comprehensive time tracking tasks, including starting/stopping timers and querying manual time entries.

Dreamhack MCP Server

Enables interaction with the Dreamhack wargame platform to fetch problem lists, download challenge files, and deploy them locally using Docker or Python for cybersecurity practice.

MikroTik MCP Server

Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet, or API with automatic command adaptation. Provides over 46 MCP tools for device management, firewall, DHCP, VPN, configuration profiles, and more.

Tribunal TJPA: Certidão Criminal

Read-only MCP server for consulting criminal certificates from the official Tribunal TJPA source, using prepaid credits.

atlassian-multi-mcp

Enables interaction with multiple Jira and Confluence workspaces simultaneously, with automatic account routing by URL or issue key.

everything-mcp

Ultra-lightweight MCP server that exposes Voidtools Everything's blazing-fast file search to AI agents on Windows. Provides tools for searching, counting, and health checking via Everything's NTFS index.

mcp-data-batonrouge

Provides access to Baton Rouge Open Data (data.brla.gov) via Socrata, enabling dataset search, SoQL queries, and metadata retrieval.

agent-toolkit-mcp

Provides coding agents with 19 pay-per-call developer utilities, npm supply-chain security checks, and Base blockchain lookups, paid via USDC on Base using x402. No API key needed—payment acts as authentication.

Document QA MCP Server

An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

redis-mcp-server

A secure Redis MCP server built with Node.js and TypeScript, enabling MCP hosts like Claude Desktop to safely access Redis through standardized tools.

Hilo MCP

MCP server for integrating with Hilo, the WhatsApp messaging platform. It provides API contracts, verification tools, and a guided plan for agents to build the integration.

mcp-httpstatus

Enables looking up HTTP status codes (100-599) with reason phrases, categories, and meanings, and listing statuses filtered by class, all offline and without keys.

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

一个 MCP 服务器，为 LLM 提供实时的 GitHub 数据，从而增强它们的软件开发能力。

haraj-mcp

MCP server for haraj.com.sa, the Saudi classifieds marketplace, exposing 21 tools to search, fetch feeds, and retrieve post details via real GraphQL endpoints.

@bitcoinbenji/mcp

MCP server offering 26 Lightning-paid tools for Bitcoin mempool intelligence and sovereign on-prem AI inference, with no third-party APIs and pay-per-call in sats.