发现优秀的 MCP 服务器

voiceroid_daemon-mcp

An MCP server that enables text-to-speech generation and phonetic kana conversion using VOICEROID2 via voiceroid_daemon. It supports customizable voice parameters and provides cross-platform audio playback for synthesized speech.

Godot Sentinel MCP

Enables AI assistants to interact with Godot game projects through real-time error detection, automated testing, code analysis, and safe git-based patching. Provides comprehensive project context and development workflow automation for Godot developers.

Bitrise MCP Server

用于 Bitrise API 的 MCP 服务器，支持应用管理、构建操作、构件管理等功能。

QuantPortfolioMCP

MCP server for quantitative portfolio optimization and analysis, providing tools for market data ingestion, covariance estimation, portfolio construction (mean-variance, Black-Litterman, HRP, CVaR, regularized), risk attribution, and statistical analysis to AI assistants.

ogd-mcp-server

OGD MCP 服务器 (OGD MCP fúwùqì)

io.github.ermintoygar/vault-health-mcp

MCP server for Obsidian vault structural health checks, enabling users to find broken wikilinks, orphaned notes, and missing frontmatter, with auto-repair capabilities.

Minecraft MCP Server

Enables AI models like Claude to control a Minecraft character through natural language commands, supporting movement, inventory, block interactions, and more.

Airport Pickups London MCP Server

Enables AI agents to get fixed-price quotes and book London airport transfers, with flight validation and inter-agent communication via A2A protocol.

docs.rs MCP

An MCP server that enables searching for Rust crates and their documentation from docs.rs, allowing AI agents to find required crates and access the latest documentation.

rizin-mcp

MCP server integrating Rizin reverse engineering, RzGhidra decompiler, and capa for binary analysis, enabling LLMs to open binaries, identify capabilities, extract function addresses, and decompile to C pseudocode.

loupe

Unifies five public US-government drug datasets into a single sourced page per GLP-1/cardiometabolic drug, providing cost, shortage, label, and alternatives. The MCP server exposes the same Drug contract as the UI for agent-native access.

code-context

An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.

mcp-arcgis-tulsa

Enables searching and querying City of Tulsa GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services through natural language or direct MCP tool calls.

Office-Word-MCP-Server

Enables AI assistants to create, read, and manipulate Microsoft Word documents with rich editing capabilities.

Google MCP Server

Enables appending structured content to Google Docs and creating Gmail drafts through an MCP-style interface with human approval.

MCP Server for Microsoft Business Central

Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.

trae-swagger-mcp

Enables Trae IDE to parse and query Swagger/Knife4j API documentation by converting JSON format interface documents into a searchable text format, allowing developers to efficiently retrieve API information through natural language queries.

repo-context

Read-only repository context explorer for coding agents. Provides repository exploration tools via CLI or MCP adapter.

Claude Continuity MCP Server

A Model Context Protocol server that provides persistent memory and conversation continuity for Claude Desktop and Claude Code, allowing users to save and restore project context when threads hit token limits.

faceton-mcp-server

FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic multi-model loading, and MCP-compatible OpenAPI metadata for offline face recognition and detection.

crontab-generator

Enables AI agents to convert natural language schedule descriptions into valid cron expressions with explanations and next run times, using x402 micropayments for pay-per-call access.

bluecolumn-mcp

Persistent semantic memory for MCP-compatible agents, enabling them to remember and recall text, audio, and documents across sessions.

Synapse — GEO Growth Layer

The GEO check every vibe coder runs before they launch. MCP server that lints, auto-fixes, and tracks how AI agents discover any product. 6 tools — geo_check, geo_fix, geo_track_init, geo_prompts, geo_status, geo_corpus_query.

PentestMCP

Enables LLMs to perform Active Directory penetration testing using tools like NetExec, Bloodhound, Nmap, Certipy, and John the Ripper. Automates vulnerability discovery, attack path analysis, and documentation generation for security assessments.

MyWhoosh MCP Server

Enables seamless interaction with MyWhoosh API for managing workouts, training sessions, and settings via natural language.

Zappaz MCP Server

Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote server.

MCP Server for Oracle Database

Enables AI applications to run SQL queries and retrieve results from Oracle Database.