发现优秀的 MCP 服务器

verify-action

Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free third-party verification API for AI agents. Call verify_action(claim, evidence) to get an independent integrity check on whether your claimed action matches the actual evidence. Useful for catching silent failures: incorrect SQL operations, file-op mismatches, API call inconsi

Trader Journal MCP

Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes via MCP tools.

Kaspersky OpenTIP MCP Server

Kaspersky OpenTIP Model Context Protocol Server. This server gives access to Kaspersky OpenTIP API to agentic applications.

remove-background

A Model Context Protocol server for removing backgrounds from images using AI-powered segmentation models.

Kafka MCP Server

A comprehensive MCP server for Apache Kafka operations, enabling seamless integration with Claude Desktop and other MCP clients for cluster management, topic operations, and message streaming.

atlassian-mcp

Enables natural-language interaction with self-hosted Jira and Bitbucket, providing tools for ticket management, pull requests, code review, and git context.

MarkScribe

A convention-aware MCP server for managing markdown files with YAML schema validation. It enables AI agents to read, write, search, and validate markdown notes while enforcing user-defined conventions across directories like Obsidian vaults and documentation repositories.

CodeGraphMCPServer

A lightweight, zero-configuration MCP server for source code analysis with GraphRAG capabilities, enabling structural understanding and efficient code completion from MCP-compatible AI tools.

SEO MCP PRO

Enables Claude with 121 tools for website operations, Google Marketing, SEO, performance analysis, security auditing, monitoring, and accessibility testing.

TikTok MCP Server

A comprehensive MCP server that enables AI assistants to search, download, and analyze TikTok content while also performing active tasks like publishing videos and interacting with posts. It provides full automation capabilities for TikTok through browser session management and anti-detection features.

pwndbg-mcp

An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF pwn challenges.

mcp-fiscal-brasil

Connects AI agents to Brazilian tax compliance data (CNPJ, CPF, NFe, SPED, eSocial) and provides tools for due diligence, risk scoring, and tax regime comparison.

MCP PageSpeed Insights

Connects LLMs to Google PageSpeed Insights to analyze web performance, accessibility, SEO, and best practices, enabling AI assistants to audit and improve any web page.

MYOB AccountRight

This read-only MCP Server allows you to connect to MYOB AccountRight data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Robust Long-Term Memory MCP

A persistent, human-like memory system for AI companions in LM Studio, using SQLite and ChromaDB for hybrid storage, enabling seamless recall across sessions and models.

Finance MCP Server

Enables fetching financial statements (Income Statement, Balance Sheet, Cash Flow) for public companies using data from Yahoo Finance, free and no API key required.

OpenXAI MCP Server

Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.

PostgreSQL MCP Server

Enables direct execution of PostgreSQL queries through the Model Context Protocol. Supports both SELECT and non-SELECT operations with dual communication modes (stdio and HTTP REST API).

mcp-voice

Enables Claude to generate, rewrite, de-AI, and transform text into a specific human voice, primarily the operator's own, using stylometric and AI-detector gates.

brick-ontology-mcp

Provides offline access to the Brick Schema ontology, enabling validation and search of building metadata classes through MCP tools.

Whisper MCP Server

Provides local audio transcription using whisper.cpp, supporting multiple models and audio formats. Enables transcription of audio files via MCP tools with optional timestamps.

Redaction & Compliance MCP Server

Provides a pre-flight/post-flight firewall for LLM calls with comprehensive detection, classification, policy enforcement, reversible redaction, output safety, and immutable audit logging.

teams-mcp

Enables interaction with Microsoft Teams chats and channels using official Microsoft Graph API or Power Automate for enterprise environments with restricted permissions.

BookStack MCP Server

Enables searching and retrieving content from BookStack knowledge bases via the BookStack API. It provides structured page data with clean HTML-to-text conversion for seamless integration with AI models.

Aviation Weather MCP Server

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

AgentKit

Exposes enterprise KPIs, health scores, forecasting, and anomaly detection as MCP tools, resources, and prompts for use by any MCP-compatible agent.

Shopify Editions Spring '26 MCP

Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratings (primary docs vs. marketing) through any AI agent — local or hosted.

DuckDuckGo Search MCP Server

Provides web search and content fetching capabilities using DuckDuckGo, with rate limiting and clean text extraction.

dify-server MCP 服务器

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