Discover Awesome MCP Servers

highchart-mcp-server

Enables AI assistants and clients to generate Highcharts-based charts with schema validation, export to PNG/SVG/PDF, and natural language to chart conversion.

humanizer-mcp

Measures AI-detection risk in text and provides a line-by-line rewrite plan to lower the score.

Freshservice MCP Server

Enables AI assistants to connect with Freshservice ITSM for managing tickets, assets, agents, and organizational data through natural language. It provides a comprehensive set of tools for performing CRUD operations on service desk records and searching across the Freshservice platform.

CockroachDB MCP Server

Enables AI assistants to query and interact with CockroachDB clusters through natural language, supporting schema discovery, CRUD operations, transactions, cluster monitoring, and data export with configurable safety controls.

mcp-server

Provides instructions and code to set up an MCP server using FastMCP, enabling tool creation for LLM interaction, with an example project for extracting product information from Amazon links.

Mnemozine

Mnemozine is a self-hosted unified conversational memory layer that ingests conversations from AI tools, distills them into a temporal knowledge graph, and serves that memory to agents via a single MCP server.

sqlserver-mcp-colossal

A comprehensive MCP server for SQL Server database operations, enabling CRUD operations, schema exploration, and stored procedure execution through natural language.

technical-notes-mcp

MCP server that allows searching a local notes directory and retrieving live CPU and memory usage.

Buildkite MCP Server

用于 Buildkite 集成的模型上下文协议 (MCP) 服务器

FofaMap

A MCP-enabled asset mapping and vulnerability scanning agent with AI self-reflection, allowing natural language queries and automated scanning decisions.

AWS MCP Server

Enables AI assistants to execute AWS CLI commands and retrieve service documentation through the Model Context Protocol. It supports Unix pipes for output filtering and provides pre-defined prompt templates for common cloud management tasks.

Task Orchestration

Task Orchestration

IB Portfolio Tracker MCP Server

Connects Claude AI to Interactive Brokers accounts to enable real-time portfolio tracking, position management, and historical market data retrieval. It also integrates financial news and sentiment analysis from multiple sources, including Finnhub and IB native feeds.

TestRail MCP Server

Enables AI assistants to interact directly with TestRail instances for managing test projects, suites, cases, runs, results, plans, milestones, and attachments through the TestRail API with secure authentication.

CoinCap MCP Server

Provides access to CoinCap's cryptocurrency market data and technical analysis tools via MCP, supporting assets, exchanges, markets, and more.

HiveMind

Enables AI agents to contribute and search a shared knowledge commons, so that solutions learned by one agent become available to all connected agents.

code-shot

Renders source code as beautiful SVG or PNG images with syntax highlighting, line numbers, and diff support. Ideal for AI agents to present code visually to humans or for sharing snippets.

MyChatArchive MCP Server

Enables semantic search across your local AI conversation history (ChatGPT, Claude, etc.) and provides tools to retrieve context, capture thoughts, and get profile summaries.

Manus MCP

Enables integration with Manus AI to create AI tasks with custom prompts, manage webhooks for real-time notifications, and leverage attachments and connectors within MCP-compatible clients.

Nuxt UI MCP Server

An MCP server that exposes Nuxt UI documentation and resources via a standardized API, enabling interaction through natural language.

xendit-mcp

MCP server for Xendit payment gateway (Indonesia/Philippines) that provides tools to create invoices, disbursements, virtual accounts, QR codes, e-wallet charges, and check balances.

mcp-sncf-navitia

MCP server for querying French railway services (SNCF) via the Navitia API, enabling station search, journey planning, and departure board retrieval.

opgen MCP Server

一个 MCP 服务器实现，用于密码生成，基于 1Password/spg/cmd/opgen。

Yellhorn MCP

一个 MCP 服务器，它将 Gemini 2.5 Pro 连接到 Claude Code，使用户能够根据他们的代码库生成详细的实施计划，并接收关于代码更改的反馈。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，将 Gemini 2.5 Pro 与 Claude Code 相连接，使用户能够基于其代码库生成详尽的实施方案，并获取关于代码变更的反馈。

Memory MCP Server

An agentic memory system that enables AI assistants to store, search, and manage persistent memories with semantic understanding using natural language instructions.

Science MCP

MCP server for AI-assisted research: paper ingestion, semantic search, citation graph traversal, cross-domain knowledge synthesis, and workflow automation.

Twining MCP Server

Provides agent coordination for Claude Code through a shared blackboard, decision tracking with rationale, and local semantic search over git-trackable JSONL files. It enables users to assemble tailored context packages and manage a lightweight knowledge graph for complex development tasks.

konquest-meta-ads-mcp

A Windows-ready MCP server to manage Meta Ads with Claude Code, providing ad creation, targeting checks, diagnostics, and safety gates for supervised ad operations.

Palo Alto Device Server

Enables management of Palo Alto firewalls through their REST API, including system information retrieval, PAN-OS upgrades, HA firewall management via Panorama, content updates, and certificate management.

octopus-mcp

Lets Claude analyse your Octopus Energy account: usage, costs, tariff comparisons, Saving Sessions, Octoplus rewards.