发现优秀的 MCP 服务器

jina-mcp-server

Remote MCP server providing access to Jina Reader, Embeddings, and Reranker APIs for web content extraction, search, and AI-powered text processing.

nextcloud-mcp

MCP server integrating Nextcloud services (tasks, calendar, notes, email, files, Deck) for AI assistant interaction.

baton-mcp

Enables coding agents to convert and transfer sessions between different agent interfaces, allowing seamless continuation of work across agents.

wander-agent

MCP that makes travel planning simple

paper-banana

An MCP server for generating process diagrams and CONOPS visuals for government and defense proposals using a multiagent AI pipeline with Gemini models.

tdprepview-mcp

Enables machine learning data preprocessing pipeline creation and model training, deployment, and prediction for Teradata databases.

Kolada MCP Server

Provides access to 5,000+ Key Performance Indicators across 264 operating areas for all Swedish municipalities and regions, enabling statistical analysis, comparisons, and trend tracking of Swedish public sector data.

onec-config-mcp

Enables searching through 1C:Enterprise configuration source code (XML+BSL) with full-text indexing, providing tools to find code, metadata objects, procedures, and modules.

tpu-devops

MCP server for managing Google Cloud TPU capacity and serving Gemma 4 with vLLM, including provisioning, debugging, benchmarking, and teardown.

hive-mcp-imprimatur

Pre-attestation gate for AI inference that checks compliance conditions and issues Ed25519-signed clearances before execution, refusing any inference without a valid clearance.

MCP Server with Google OAuth

A Model Context Protocol server that enables secure remote tool connections via Google account authentication.

gemini-cortex-mcp

An MCP server that delegates tasks to Google Gemini, enabling live web search, video/audio understanding, and summarizing large files.

local-corporate-kb

Local RAG knowledge base for Qwen Code, enabling document indexing and semantic search via MCP tools. Supports metadata filtering and document retrieval without external dependencies.

NOAA Space Weather MCP Server

Provides real-time NOAA space weather data (solar flares, Kp index, solar wind) and analyzes HF radio propagation conditions for amateur radio operators to determine optimal frequency bands.

ACE MCP Server

Implements Agentic Context Engineering to create self-improving AI coding assistants that learn from execution feedback and build persistent knowledge playbooks. Reduces token usage by 86.9% while improving code accuracy by 10.6% through incremental context updates.

MCP Code Review Server

Enables automated AI-powered code review for pull requests across GitHub, GitLab, Bitbucket, and Azure DevOps via webhooks, and manual code review through MCP tools using Groq, Claude, or GPT-4.

MCP Energy Hub

Provides real-time US power grid intelligence and carbon intensity data to enable carbon-aware AI compute scheduling across major grid regions. It allows users to monitor energy generation and optimize workloads based on renewable energy availability and grid load forecasts.

workers-mcp-starter

A minimal Cloudflare Workers MCP server starter with stateless Streamable HTTP JSON-RPC, supporting Bearer and OAuth 2.1 authentication, and sample CRUD tools for D1 database.

Hive Web

A local MCP server providing web search, page extraction, and safe browser automation tools for Hermes, Claude Code, and other MCP clients.

Grist MCP Server

Connects Claude Desktop to Grist spreadsheets, enabling users to browse documents, tables, and columns through natural language. It supports reading, writing, and querying data using standard record operations or direct SQL queries.

Siigo MCP Server

Enables integration with Colombian accounting software Siigo through its API. Supports managing products, customers, invoices, purchases, credit notes, vouchers, payment receipts, journals, and generating financial reports.

Mono Memory MCP

A self-hosted MCP server that provides AI assistants with a shared, persistent SQLite-backed memory for storing and retrieving project context, decisions, and discoveries. It enables cross-session continuity and team-wide knowledge sharing to keep AI coding tools aligned and informed.

kontra

Adds a challenger to your AI chat, enabling debate with multiple AI debaters to refine answers.

mcp-n8n-ops

MCP server for operating an n8n instance, enabling AI assistants to monitor failing workflows, check health, and list executions. Read-only by default with an opt-in write mode for workflow activation.

Bloopo

Hosted MCP server that turns a one-line brief into finished, on-brand ad creative, including short video ads, product photos, and voiceover, with A/B variant testing and performance feedback loops.

rbw-mcp

MCP server that enables AI models to securely interact with a Bitwarden password manager vault via the rbw CLI.

Snappy MCP Server with Xano Integration

一个用于 Cloudflare Workers 的模型上下文协议 (Model Context Protocol) 服务器，它与 Claude AI 集成，并通过 OAuth 登录和 SSE 连接启用工具使用。

Navable MCP

Enables AI coding agents to perform real-browser accessibility scanning of localhost pages using Playwright and axe-core, returning WCAG 2.1 violations with structured fix plans.

coffee-price-mcp

A read-only MCP server that wraps the coffee.pryzm.gg public API to calculate effective prices of coffee drinks after discounts, enabling users to find the cheapest coffee deals, search for discounts, and verify receipt prices.