发现优秀的 MCP 服务器

humanity-commons

Enables agents to retrieve, submit, critique, and verify structured knowledge records with provenance, uncertainty, and references over a public federated HTTP/MCP layer.

tomato-writer-mcp

MCP server for Fanqie novel author backend, enabling multi-novel management, reading statistics analysis, and chapter publishing with scheduling.

Mathematical MCP Server

A mathematical MCP server exposing 6 basic arithmetic and secure symbolic expression evaluation tools (add, subtract, multiply, divide, power, evaluate_expression) with structured JSON responses, input validation, and safe AST-based parsing.

disk-clean-mcp

Enables read-only analysis of local disk usage to identify cleanup targets by size, type, recency, and duplicates.

Tribunal TJSP: Certidão Criminal de 1º Grau

Enables querying first-degree criminal certificates from the São Paulo Court of Justice (TJSP) using natural language.

Gibraltar Prediction Markets MCP Server

Enables querying the Gibraltar Prediction Market Regulations 2026 in plain English via MCP clients, returning exact cited regulation text.

Dynamic Per-User Tool Generation MCP Server

Enables dynamic generation of tools based on user-specific permissions from an external API. Users receive personalized tools tailored to their access rights, with intelligent caching and graceful fallback to static tools.

mcp-server-llmling

一个用于机器聊天协议（MCP）的服务器，它为LLM应用程序提供了一个基于YAML的配置系统，允许用户在无需编写代码的情况下定义资源、工具和提示。

flstudio-mcp

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

jira-pilot

Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage Jira issues, sprints, boards, and more. It enables natural language interaction with Jira through the Model Context Protocol.

Kagi Translate MCP Server

An MCP server that integrates Kagi Translate as tools for translation, URL translation, and proofreading, requiring a Kagi API key.

TaskFlow

An MCP server that lets AI tools read and manage a user's tasks via Appwrite, using OAuth2 consent for secure, revocable access.

devops-agent-networking

Enables DevOps Agent to troubleshoot VPC networking problems by running live probes (dig, nc, ping, traceroute) via SSM and querying VPC Flow Logs via Athena.

MCP Feature Reference Server

A complete MCP server implementation demonstrating all protocol features (tools, resources, prompts, sampling, and elicitation) with OAuth authentication, serving as a learning resource and starting template for building MCP servers.

Index Codex MCP

An MCP server that allows Pebble Index to capture notes, enqueue tasks, create follow-ups, and launch visible Codex threads on a Windows PC. It uses a remote server with token-based access and a local runner that executes only explicit execution requests.

kb-mcp-server

Enables semantic search over a local knowledge base using MCP tools, allowing AI clients to retrieve relevant document chunks via the search_knowledge tool.

MCP Discord Extended

Extended MCP server for Discord with advanced server management capabilities including roles, channels, messages, permissions, forums, webhooks, and batch operations.

Cerebro de compañía

Converts meetings, chats, and notes into reusable knowledge for a venture capital firm, enabling knowledge capture and retrieval via Claude or Codex.

easy-equities-mcp

An MCP server that enables querying Easy Equities and Satrix investment accounts, including holdings, valuations, and transactions, via natural language.

geo-globe

MCP server for generating interactive 3D Earth visualizations with annotated news from multiple global sources.

GraphDB MCP Server

一个模型上下文协议（Model Context Protocol）服务器，提供对 Ontotext GraphDB 的只读访问，使大型语言模型（LLMs）能够探索 RDF 图并执行 SPARQL 查询。

jira-full-mcp

A local MCP server for administering Atlassian Cloud Assets and Jira, providing hundreds of tools for schemas, projects, workflows, and more.

CATA Bus MCP Server

Provides real-time and scheduled bus data for the Centre Area Transportation Authority (CATA) in State College, PA. Enables users to track live bus positions, get arrival predictions, search stops, view routes, and receive service alerts through natural language queries.

openclaw-mcp

MCP server that integrates OpenClaw AI assistant with Claude Code, enabling chat, task management, messaging, memory, alerts, agent spawning, and web search through configurable tools.

MCP-Finance-Reconciliation

Automates month-end close reconciliation tasks including bank statement matching, GL account reconciliation, intercompany balance checking, and close task tracking.

EODHD MCP Server

Enables interaction with EOD Historical Data APIs, providing access to 75 read-only tools for financial data including fundamentals, news, screeners, and options via MCP transports.

ContextGuard SQL Agent MCP Server

A metadata-guided, read-only SQL analysis MCP server for DataHub that helps agents perform safe analytical queries using DataHub schema, lineage, ownership, and tags, with a deterministic planner and strict SQL safety layer against local synthetic SQLite, guaranteeing zero write or mutation operations.

Log Analyzer with MCP

一个模型上下文协议服务器，为 AI 助手提供访问 AWS CloudWatch Logs 的能力，从而能够跨多个 AWS 服务浏览、搜索、总结和关联日志。

siteone-mcp-server

Enables SEO auditing and site analysis by crawling websites, identifying issues, and generating reports like sitemaps and markdown exports.

SkillPress

Compiles websites, docs, and repositories into agent-ready SKILL.md packages for AI coding agents.