发现优秀的 MCP 服务器

Verðandi

Context compiler for AI coding agents that indexes TypeScript codebases to extract and serve only the relevant symbols and files for a task, reducing token usage and search overhead.

mcp-deepcontext

MCP server enabling symbol-aware semantic search in Claude Code, allowing precise location of functions, types, and implementations via a symbol graph and embeddings.

MCP-Wikipedia-API-Server

一个 FastAPI-MCP 服务器，用于为 AI 助手获取维基百科摘要，使用 Google Colab 和 Ngrok 部署。

higgsfield-mcp-server

Remote MCP server enabling Claude to generate images and videos via the Higgsfield AI API, including photorealistic photos, reference-guided images, and video generation from multiple models.

TeamMCP

TeamMCP is an MCP-native collaboration server that enables AI agents and humans to communicate through shared channels, direct messages, and integrated task management. It provides a persistent layer for real-time collaboration with full-text search and a centralized web dashboard.

abap-adt-mcp

Enables AI agents to read, write, activate, and transport ABAP code in SAP systems via ABAP ADT REST API, without needing SAP GUI.

io.github.AIops-tools/ceph-aiops

Governed AI-ops for Ceph, providing root-cause health analysis and guarded destructive operations via a built-in governance harness with risk tiers, audit, and undo recording.

micro-mcp

Enables building, verifying, previewing, deploying, diagnosing, updating, and rolling back full-stack Micro apps through typed local MCP tools backed by micro-cli.

good_honker

A conversational MCP server that provides natural-language access to Goose's live show history, setlists, and song statistics via the ElGoose.net API, including tools like latest show, this day in history, and song stats.

io.github.darshjoshi/pitwall

Turn Claude into your F1 race engineer.

redmine-mcp

MCP server to operate self-hosted Redmine from Claude Code, enabling project and issue management, search, and metadata retrieval via natural language.

@gammainfra/mcp-server

Model Context Protocol (MCP) server for GammaInfra — intelligent LLM routing across every major provider via one OpenAI-shape API.

onprem-gh-cli-mcp-server

Enables safe, authenticated access to GitHub via local GitHub CLI, providing read-only operations such as listing repositories, issues, and pull requests.

n2n-nexus

A local digital asset hub for multi-AI assistant collaboration, offering real-time meeting rooms and structured project vaults with zero-configuration setup.

pr-legislative-x402

MCP server that enables AI agents to search and read Puerto Rico legislative measures with pay-per-call in USDC on Base, using the x402 agent-payment standard.

kiasu-scout

MCP server to help businesses analyze their visibility in AI assistant recommendations, focusing on Singapore and Southeast Asian parent queries. It generates prompt packs, analyzes answer visibility, and recommends SEO fixes.

Xenarch Agent MCP

Pay for any x402-gated content or API with USDC micropayments on Base. Discover payment gates, execute payments, and view transaction history.

Accessible Visit MCP

Enables users with mobility impairments to assess tourist destination accessibility by providing integrated information on barrier-free facilities, weather conditions, nearby wheelchair charging stations, and festival-based congestion risk through natural language queries.

higgsfield-mcp-server

Remote MCP server for Claude to generate images and videos using Higgsfield AI. Supports photo, reference-based image, and video generation.

Nobulex MCP Compliance Server

Provides covenant rule enforcement, hash-chained audit logs, and integrity verification for MCP-compatible agents. It enables users to define granular permission rules and maintain a tamper-evident audit trail of all actions.

makemkv-mcp

Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping, and backing up optical discs through natural language commands. It features a persistent job queue, automated ripping strategies, and real-time status notifications via Discord or webhooks.

Odoo MCP Server

An MCP server implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.

Remote Shell MCP

Enables secure remote workspace management over SSH, supporting file operations, shell commands, and profile configuration for agent-safe remote code environments.

ConnectWise Manage MCP Server

镜子 (jìng zi)

ichi

A persistent character and memory layer for coding agents over MCP. It remembers user interactions, reinforces standards, and provides emotional continuity across sessions.

paper-extraction-MCP

Enables structured information extraction from academic PDFs using LLMs, integrating with Claude Desktop for natural language querying and batch processing.

phonebook

Enables coding agents to turn existing Compose and SwiftUI previews into a static Storybook-style gallery, including setup diagnosis, coverage analysis, and generating or building the gallery. It automates the creation of browsable component catalogs for native mobile apps without requiring a SaaS account.

MCP-scopus

Enables AI assistants to search and retrieve real academic papers from Scopus, preventing citation hallucination by providing accurate paper metadata, author info, and citation analysis.