发现优秀的 MCP 服务器

fastmcp-sqltools

Provides SQL database access via MCP, supporting PostgreSQL, MySQL, and SQLite with tools for listing tables, getting schemas, and executing queries.

memory-mcp-server

一个使用模型上下文协议（MCP）标准的LLM长期记忆存储系统。该系统帮助LLM记住整个项目历史中完成的工作的上下文，即使跨越多个会话。它使用带有嵌入的语义搜索来提供来自过去交互和开发决策的相关上下文。

MCP Async Bridge Server

Adds async processing to any MCP server, with timeout, task management, and subscription to task status via resources.

MCP Servers

用于科学研究的开源 MCP 服务器 (Yòng yú kēxué yánjiū de kāiyuán MCP fúwùqì) Alternative translations, depending on the specific nuance you want to convey: * **用于科学研究的开源多通道板服务器** (Yòng yú kēxué yánjiū de kāiyuán duō tōngdào bǎn fúwùqì) - This is more specific, translating MCP as "Multi-Channel Plate" (多通道板). Useful if the audience is familiar with the acronym. * **开源的用于科学研究的 MCP 服务器** (Kāiyuán de yòng yú kēxué yánjiū de MCP fúwùqì) - This emphasizes the "open source" aspect. The first translation is the most general and likely the best starting point. Choose the others if you need to be more specific.

honest-reasoning-mcp

A self-hosted MCP server that provides tools for structured reasoning, confidence calibration, and detecting recurring gaps in AI outputs, aiming to reduce workload by improving verification and attention allocation.

Vista API MCP Server

Provides secure access to VA's VistA electronic health record system, enabling AI applications to retrieve and summarize patient medical records for clinical staff.

PostgreSQL MCP Server

Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL databases, covering schema introspection, query execution, data exploration, performance monitoring, security auditing, and maintenance.

CX Assistant MCP

Enables querying Cisco CX Assistant (production and stage) directly from Cursor using natural language, with browser-based authentication via Google Chrome.

@furlpay/travel-mcp

Enables AI agents to autonomously search, pay, and book travel by integrating Travala's travel inventory with FurlPay's payment rails, supporting both crypto-native and legacy payment methods.

koko-call-mcp

Read-only MCP server for searching Japanese government procurement bid notices (官公需) from the SME Agency's KKJ portal. Includes AI ranking, PDF requirement extraction, and CSV/calendar export.

EMBL-EBI MCP Server

Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfam families, protein features, and taxonomy through a unified tool.

kimi-webbridge-mcp

MCP server that connects Kimi WebBridge to agents, enabling real-browser automation with ~28 wb_* tools while reusing your logged-in browser profile.

MCP Nightscout

Connects AI assistants to Nightscout for real-time glucose monitoring, analysis, and treatment logging, enabling natural language interaction with CGM data.

repo-history

Exposes a repo's historical engineering memory (decisions, landmines, guardrails) via MCP tools for AI coding agents.

cf-image-gen MCP Server

Generates images and videos from text prompts using Cloudflare Workers AI and Google Gemini models.

MCPHub: Deploy Your Own MCP Servers in Minutes

将多个 MCP 服务器整合到一个单一 SSE 端点的统一中心服务器。

dbmcp

Enables querying PostgreSQL databases via MCP, with multi-database routing, credential isolation, and truncated results plus full CSV export.

Tribunal TJMT: Certidão do 1º Grau (Pessoa Física)

MCP server for consulting official first-degree court certificates from Tribunal TJMT for individuals, read-only and pay-per-use via prepaid credits.

Amazon MCP Server

Enables scraping Amazon product details and searching for products on Amazon through natural language queries. No API keys required as it scrapes publicly available Amazon pages.

codex-substrate-memory

MCP server providing durable Substrate organizational memory tools, including search, read, query, ingest, remember, and sync. It integrates with Codex to automatically capture completed turns and session boundaries for persistent memory.

personal-mail-mcp

A local MCP server that connects Codex to Microsoft Graph and Gmail for reading and managing personal mail and calendar accounts.

mcp-pubmed-server

A PubMed MCP server that enables LLMs to search, retrieve details, and download full-text articles from PubMed, with support for batch queries, cross-referencing, and EndNote export.

adds-mcp

Provides read-only tools for monitoring and investigating Active Directory Domain Services, including users, groups, OUs, computers, GPOs, and domain metadata via LDAPS.

PySpark MCP Server

Assists with SQL dialect transpilation, PySpark code optimization, and AWS Glue integration for data engineering tasks.

Meta Ads MCP Server

Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing API for managing Facebook and Instagram Ads via AI agents, with OAuth, encrypted tokens, and compliance features.

Sentry Issues MCP

一个服务器，它通过两个简单的工具来实现检索 Sentry 问题：通过 URL/ID 获取特定问题，或从项目中获取问题列表。

simple-job

Enables delegating checkable subtasks such as summarization, search-and-summarize, and file downloads to a local OpenAI-compatible model, with mandatory result verification and job statistics.

mcp-email

Self-hosted MCP server for any IMAP/SMTP inbox. Multi-account in one config. Built for Claude Code.

comci-agent

MCP server that reads Korean school class and teacher timetables from Comci's public schedules, detects schedule changes, and exposes structured data via CLI, local REST, and MCP stdio.

garmin-mcp

A local MCP server that exposes your Garmin Connect data—sleep, HRV, training readiness, workouts, and more—to any MCP-compatible AI assistant. Runs entirely on your machine and keeps your Garmin credentials private.