发现优秀的 MCP 服务器

opsgenie-mcp

MCP server for Opsgenie (Atlassian's incident/alert management and on-call platform) exposing the full public Opsgenie REST API as MCP tools.

CloudForge MCP Server

Enables AI assistants to visualize cloud architecture diagrams, generate and import Terraform HCL, and manage infrastructure resources directly from chat through the CloudForge platform.

T5Chem MCP Server

Enables chemical reaction predictions (retrosynthesis, product, reagents), molecule validation, and property calculation through the Model Context Protocol, integrating with AI assistants.

OSF CLI Go

Read-only MCP tools for authenticated Open Science Framework projects, components, files, and contributors.

@agent-audit/mcp-server

MCP server that provides structured audit logging for AI agent repair tasks via tools to start, record, end, query, and export event traces, with JSONL persistence and SDK integration.

Slack MCP Server

Gives AI agents full Slack access via session tokens, requiring no app registration, admin approval, or OAuth.

Movie Recommendation MCP

FastMCP wrapper around a Rust movie recommendation API, providing tools to fetch movie recommendations and check service health.

Tributary MCP Server

Enables AI agents to share persistent, conflict-safe memory by providing tools to recall, learn, reinforce, and retire lessons, using CockroachDB for storage and AWS Bedrock for embeddings.

GithubStats_MCP

A lightweight MCP server that enables fetching public GitHub user profiles, repository stats, recent events, and pull request insights through simple tool calls.

NextFlows Academy MCP Starter

A starter MCP server with a working 'greet' tool and stub examples for notes/FAQ search, built for the NextFlows Academy cohort program to extend with custom tools.

FastMCP Documentation & Web Scraping Server

Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

ctx4-ai

MCP server for portable context management across AI assistants, providing tools to store and retrieve persistent context, instructions, and execute sandboxed bash commands with automatic git commits, using OAuth 2.1 and magic link authentication.

bangermap-mcp

YouTube outlier research on your own free Data API key. It ranks a channel's uploads by their multiple against that channel's own baseline, with Shorts and long-form scored separately, compares several channels at once, and expands a niche from a seed channel.

hive-mcp-lateration

A remote MCP server for Structural Lateration that provides tools to price, mint, and verify ML-DSA-65 signed receipts based on avoided costs from referencing prior attested shapes.

@topazlabs/mcp

AI image enhancement for LLMs. An MCP server that lets Claude and other AI assistants enhance images using Topaz Labs AI models.

github-pr-review-mcp-server

A focused Model Context Protocol server for triaging and reviewing GitHub pull requests from Claude Desktop, Cursor, and other stdio-compatible MCP clients.

Intercom MCP Server

An MCP server that exposes Intercom tools to Claude Desktop and sends a daily support report via email.

ukr-vitalinguist-mcp

Provides Ukrainian language grammar checking, surzhyk detection, authentic phrasing, and English-to-Ukrainian rendering through curated linguistic data.

SEC-MCP

MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware financial extraction and BERT-based NLP.

mendix-marketplace-mcp-proxy

MCP proxy that bridges Mendix Marketplace's Streamable HTTP endpoint to stdio, enabling Claude Code and other stdio-only MCP clients to access Mendix Marketplace tools and prompts dynamically.

StackHawk MCP Server

A Model Context Protocol (MCP) server for integrating with StackHawk's security scanning platform. Helps developers set up StackHawk, run security scans, and triage findings to fix vulnerabilities — all from within an LLM-powered IDE or chat.

MCP Internet Server

Enables web search and webpage content fetching with SSRF protections, returning structured results.

ak-mcp

Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.

Koalr

Connect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.

windbg_mcp

MCP server that exposes WinDbg/cdb as a session-based debugging tool, allowing users to open dumps, launch/attach processes, and execute arbitrary cdb commands with persistent context across commands.

VeritasGraph

Zero-trust, air-gapped Enterprise GraphRAG MCP server. Build knowledge graphs from local documents and run multi-hop, citation-grounded queries entirely offline with Ollama.

MCP GitHub CrunchTools

A secure MCP server for interacting with GitHub issues, pull requests, repository files, and search, supporting both github.com and GitHub Enterprise Server.

es-mcp

Enables querying Elasticsearch logs from AI assistants using natural language, with optional SSH tunnel support.

L.O.G. (Latent Orchestration Gateway)

A privacy-first memory layer that pseudonymizes sensitive data locally before sharing a 'Working-Fiction' version with external AI agents. It enables secure agentic workflows by ensuring personally identifiable information never leaves the user's sovereign hardware.

Red Hat API MCP Server

Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KCS) solutions, retrieving solution details, searching support cases, and obtaining case details through LLM applications.