Discover Awesome MCP Servers

pinnedai-mcp

Stops your AI from re-introducing bugs, leaking provider keys, or weakening tests. Bug fixes become permanent regression guards; blocked mistakes become AI lessons the agent reads and learns from before its next edit.

turbometrics

Connects AI assistants to turbometrics.de for website performance analysis, scans, real user monitoring, and alerts management.

MCP Linear.app Server

An MCP server that enables interaction with Linear.app's API for issue tracking, project management, and workflow automation. It allows users to create, update, and search issues, manage cycles and labels, and perform team operations through natural language.

Unstop MCP Server

Enables users to discover and search for Unstop hackathons through features like filtering, location-based discovery, and detailed event enrichment. It provides MCP tools and prompts that allow LLMs to compare events, plan searches, and access cached data for fast lookups.

sifter-mcp

Structure any document, query it like a database. Sifter turns documents into typed, schema-defined records, queryable in natural language from any MCP client.

zyndai-mcp-server

MCP server for AgentDNS that allows Claude or any MCP client to register a persona, discover and call other agents, and handle incoming messages with human-in-the-loop approval.

modao-prototype-mcp

Reads Modao read-only prototype links and exports a directory of page screenshots with a catalog.

Federal Reserve Economic Data (FRED) MCP Server

Provides access to over 800,000 economic time series from the Federal Reserve, allowing users to browse, search, and retrieve data for indicators like GDP and unemployment. It supports custom date ranges and data transformations such as percentage changes or frequency aggregations.

Deep-Co

一个用 Compose Multiplatform 编写的 LLM 聊天客户端。

codemenu-mcp

Enables AI assistants to search and retrieve code snippets from the CodeMenu snippet manager via the local HTTP API.

OpenAPI to MCP

A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

cnblogs-mcp

Enables publishing Markdown blog posts to cnblogs.com via MCP protocol using natural language.

SEC EDGAR Filings MCP Server

Enables AI agents to download, convert, and analyze SEC EDGAR filings with tools for downloading filings, converting HTML to PDF, and transforming PDF to Markdown.

operational-data-mcp

MCP server that unifies real-time telemetry from industrial systems into a single queryable interface, enabling production visibility, anomaly detection, and operational insights.

J-Link RTT Viewer MCP

Enables AI assistants to interact with STM32 development boards via J-Link debugger using RTT communication, supporting connection, logging, memory operations, and firmware flashing through natural language.

visual-understand-mcp

Provides image understanding capabilities to coding models without vision support by automatically invoking a vision model and returning text descriptions, enabling seamless context-aware coding with images.

dagster-mcp

An MCP server that gives AI agents full visibility and control over your Dagster instance, enabling autonomous monitoring, diagnosis, and remediation of data pipelines.

Hunter.io MCP Server

An MCP server that integrates with Hunter.io API to find and verify email addresses using domain and name information.

sbwsz

A server based on Model Context Protocol (MCP) that provides query and search functions for Chinese card information of Wanzhi brand.

postgrest-mcp

MCP server for PostgREST that turns PostgreSQL databases into RESTful APIs, providing 10 tools for schema discovery, CRUD operations, filtering, resource embedding, and RPC.

Snowflake Cortex AI MCP Server

Enables interaction with Snowflake through Cortex AI services including search, analyst, and agents for querying structured and unstructured data, plus SQL execution and object management capabilities.

Laravel Cloud MCP Server

MCP server for Laravel Cloud to manage projects, environments, deployments, and other resources.

dagster-mono-mcp

A lightweight MCP server providing a single tool to interact with Dagster instances via its GraphQL API for managing runs and logs. It features minimal token overhead and optional Cloudflare Access authentication for secure deployments.

🧠 Azure Self Help MCP Server

这是用于引导式故障排除程序的 Azure 帮助 API 的 MCP 服务器。

MCP Toolkit Server

A Model Context Protocol server providing tools for DB queries, API calls, file I/O, and text transformations, enabling AI agents like Claude to perform real-world actions.

mysql-mcp-server

Enables to manage MySQL and MariaDB databases through natural language. Provides 50 tools for administration, development, and operations.

pfc-mcp

MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.

mcp-sqlserver-readonly

Read-only SQL Server MCP server enabling safe database queries, table listing, and schema inspection with built-in security protections.