发现优秀的 MCP 服务器

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.

MCP Translation Text

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

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.

FlexFS MCP

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

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.

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。

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.

ServiceStack MCP Server

Dynamically creates an MCP server from ServiceStack API metadata configuration files, exposing typed REST APIs as MCP tools with support for filtering by tags or specific operations.

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.

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

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.

@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.

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.

Photoshop Full MCP

Enables natural-language control of Adobe Photoshop 2026 through a local, capability-gated MCP server and UXP bridge, supporting document editing, command execution, and safe automation with automatic approvals and validation.

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.

MCP Pocket Memory

Persistent memory storage using SQLite for AI agents to store, search, update, and manage contextual memory via the Model Context Protocol.

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.

SEFAZ DF: Certidão Negativa de Débitos

Enables AI agents to consult SEFAZ DF official negative debt certificates (Certidão Negativa de Débitos) through a single read-only MCP tool, with prepaid usage and no platform credentials.

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.

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.

runtime-mcp

Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bun process through conversation.

OpenAI Web Search MCP Server

Enables AI models to search the web for current information before generating responses, with features for conditional searching, geographic customization, and automatic citations.

atlassian-multi-mcp

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

perlerbeadai-mcp

Fuse bead MCP: convert images, generate AI art, matchcolors (CIEDE2000) estimate bead costs.

@0pvalencia/academic-linter-mcp

MCP server that lints academic documents (APA/structure) from Google Docs JSON, offering tools to check structure, compact headings, and find placeholders like TODO or lorem. Complements the Google Documents MCP server.