Discover Awesome MCP Servers

arthas-mcp-proxy

Aggregates multiple Arthas agents into a single MCP server, allowing Claude to diagnose any number of Java processes with just one MCP configuration.

SOLVE-IT MCP Server

Provides LLM access to the SOLVE-IT Digital Forensics Knowledge Base, enabling natural language exploration of investigation techniques, weaknesses, and mitigations.

Agent Guardrail MCP

Provides prompt injection detection, PII/secrets redaction, and an audit trail for AI agents via MCP tools.

dsers-mcp-server

Official DSers MCP Server enabling AI-powered dropshipping automation, including product search, import, optimization, and supplier replacement.

MySQL ReadOnly MCP Server

Enables AI assistants to safely query MySQL databases with read-only access, featuring SQL injection protection, connection pooling, and automatic query limits for secure database exploration.

Stock Intelligence MCP

Provides interactive stock charts and financial data tools using MCP Apps. Enables natural language queries for stock quotes, charts, financials, earnings, and market movers with a free FMP API key.

mcp-rule34

Searches rule34.xxx posts by tag through the site's API, returning each post's page, file, dimensions, score, rating, and full tag list along with the total match count. It requires a user's rule34.xxx API key and user ID to operate.

ia-cae-zurekin-mcp

MCP server for querying the authenticated internal CAEZ Urekin web. Supports search, page retrieval, content extraction, and section listing.

Moliverse

将转换工具代理到 MCP 服务器

@him0/freee-mcp

An MCP server and Claude plugin that enables interaction with freee APIs for accounting, human resources, invoicing, and more. It provides secure OAuth 2.0 authentication and integrates detailed API reference skills to support tasks like creating invoices and managing company data through natural language.

trade-mcp

An advanced MCP server for real-time worldwide stock market data, technical indicators, financials, news, and Python sandboxing with AI models, supporting US and Indian markets.

mcp-server-qdrant

Enables storing and retrieving text in a local vector store using Qdrant, running fully locally with no external database or API key.

MCP SpecNavigator

Enables intelligent navigation and exploration of the Model Context Protocol specification through dynamic markdown tree generation, section search, content retrieval, and upstream synchronization with the official MCP repository.

Dependency Updater AI MCP

Dependency Updater AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

mnemostack

Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via reciprocal rank fusion. 6 MCP tools: health, search, answer, feedback, graph_query, graph_add_triple. Self-hosted with Qdrant backend.

Cron Job Doctor MCP

Diagnoses scheduled GitHub Actions workflows for anomalies like stuck jobs, retry storms, duration creep, or recent failures.

Cybersecurity MCP Server

Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking software for known vulnerabilities, and searching the CPE database.

rosetta

MCP server that provides AI assistants with searchable access to MikroTik RouterOS documentation, including command reference, hardware specs, and video transcripts via SQLite FTS5 retrieval.

local-memo

Local-only MCP server for saving and restoring conversation context across AI agent sessions using JSON files on disk.

gildara

Connect your AI tools to your prompt vault. Gildara gives agents structured operating contracts: prompts with roles, tools, stop conditions, and output schemas, fetched at runtime via API. 6 tools: list, get, resolve, run (with auto-repair), create prompts, and browse agent blueprints.

hallumark

MCP-native auditor for LLM hallucination and grounding issues in RAG systems. Provides prioritized findings in table, JSON, or SARIF format for CI gating and AI agent integration.

relay

An interface-independent task router for AI agents that selects the cheapest capable backend model via MCP, runs tasks headless, verifies results, and escalates on failure.

The Game Crafter

14 tools for The Game Crafter's print-on-demand platform. Browse component catalogs, create game projects, add card decks and boards, upload artwork, and get instant pricing — the only MCP server for tabletop game manufacturing.

Semantic PostgreSQL MCP Server

一个具备语义搜索功能的 PostgreSQL MCP 服务器，用于 AI 聊天机器人

mcp-oauth-test-server

A configurable OAuth 2.0 authorization server and OAuth-protected MCP server for end-to-end testing of OAuth-protected MCP flows, including failure injection and control plane.

Toggl MCP Server

Enables control of Toggl time tracking directly from LLMs like Claude or ChatGPT. Supports starting/stopping timers, viewing current and historical time entries, managing projects, and generating weekly summaries through natural language.

context-keeper

Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions

Copilot Leecher

An MCP server that enables users to review and refine AI outputs through a local web UI, returning feedback as free tool call results to save on GitHub Copilot premium requests. It allows for multiple rounds of iterative improvements within a single request session.

PindouAI MCP Server

Enables AI assistants to interact with PindouAI for converting images into Perler bead patterns, pixel art blueprints, and accessing gallery creations and website URLs.

slack-mcp

An AWS-native MCP server that posts to Slack (post_to_slack, post_file_to_slack) via an Amazon Bedrock AgentCore Gateway.