Discover Awesome MCP Servers

Mindjack

Solana memecoin rug check and token risk for trading agents in the trenches: pump.fun launches, calibrated rug probability with a published hit rate, sniper, insider and bundle detection, holder clusters, KOL trades, wallet history and a live sellability check for memecoins. Available as a remote MCP endpoint (OAuth or API key) and as an npm stdio package.

Excel MCP Server

Enables AI-powered Excel spreadsheet manipulation through natural language, supporting CRUD operations with JWT-authenticated REST API and MCP tools.

HeatShield

HeatShield MCP server enables AI assistants with real-time spatial reasoning for urban heat wave safety. It provides tools for geocoding, weather/heat risk, air quality, finding cooling spots, and heat safety advice.

@pipeworx/in-bmv

Enables retrieval and filtering of Indiana Bureau of Motor Vehicles (BMV) locations, including branches, self-service kiosks, and motorcycle training sites.

Wangsu Terraform Knowledge Base MCP Server

A retrieval-only MCP server that searches a vectorized Wangsu Terraform Provider documentation knowledge base and returns relevant snippets with rules to guide the caller's LLM in generating accurate, provider-specific answers. It offloads all inference to the calling client, as it does not invoke any LLM or require API keys on the server side.

lilAgents MCP

Provides tools for AI agents to audit websites, including stack detection, DNS snapshots, and security checks.

Polaris Catalog & Iceberg Governance MCP Server

Enables AI assistants to audit data governance, check access control roles, query namespaces, and inspect Iceberg metadata.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example calculator and greeting tools, and resource management capabilities.

Scientific Calculator MCP Server

Provides advanced mathematical calculation capabilities including symbolic algebra, numerical computing, data analysis, and image processing through SymPy, NumPy, SciPy, and pandas integration.

memroach_mcp_server

Backs your AI coding agent's memories, skills, and settings to CockroachDB with automatic sync, hybrid semantic+keyword search, knowledge graph, smart context priming, and 16 MCP tools for cross-machine memory management.

WinPilot Computer Use MCP

Enables AI agents to control Windows GUI applications like a human using screen capture, OCR, mouse and keyboard input, and window management, with safety levels and memory.

OpenL MCP Server

Enables AI assistants to interact with OpenL Studio's business rules management system, allowing repository, project, rule, and deployment management via natural language.

@pipeworx/statuspage

MCP server that answers service status and uptime questions by reading Atlassian Statuspage feeds from hundreds of vendors, with keyless access and tools for checking status, incidents, and vendor listings.

Prompt Suppressor (MCP)

A standalone MCP server that enforces clean prompt structure, strips model‑invented instructions, and detects capability hallucinations before they propagate through your system.

Angle One MCP Server

一个集成了 Angle One API 的 MCP 服务器实现，旨在提供对金融市场数据、交易操作和投资组合管理的标准化访问。

Heru Events MCP

Enables validation and monitoring of analytics events in Heru, integrating with Claude Code to query event data directly from the IDE.

🚀 Operative.sh Web QA Agent MCP Server

一个评估 Web 应用程序的 MCP 服务器。

BrowserLoop

A Model Context Protocol (MCP) server for taking screenshots of web pages using Playwright, allowing AI agents to automatically capture and analyze screenshots for UI verification or other tasks.

deep-reasoning-mcp

Turns Claude Code into a recursive analysis engine that builds explorable decision trees from IF/THEN chains, enabling thorough problem exploration and structured synthesis of action plans.

mcpify

Turns any OpenAPI specification into a fully working MCP server with a single command, enabling AI agents to call APIs without writing any glue code.

tpm-mcp

An AI-powered Technical Project Manager that enables Claude to track projects, features, and tasks locally using SQLite. Break down complex features, track progress and blockers, and manage hierarchical project structures through natural conversation.

Dev Blog MCP Server

Enables AI assistants to publish blog posts directly to Dev.to via the Model Context Protocol.

ANTT: Transportador

MCP server for consulting official ANTT transport data in read-only mode via a hosted HTTP endpoint. Works with any MCP-compatible client, including Claude, ChatGPT, and Cursor.

Bullhorn CRM MCP Server by CData

This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

blogburst-mcp-server

AI content generation, repurposing, and multi-platform publishing for 9+ social media platforms. Generate blog posts, discover trending topics, brainstorm titles, and publish to Twitter, LinkedIn, Bluesky, and more.

hr-assist

MCP server for HR automation that enables employee onboarding workflows through Claude Desktop.

Columbia MCP Server

提供可扩展的、容器化的基础设施，用于部署和管理模型上下文协议服务器，并具备监控、高可用性和安全配置。

repo-sdk-mcp

Exposes functions to get the current working directory and review git diffs before commit as MCP tools, leveraging Claude Code CLI for diff review.

mcp-server-github-gist

MCP server to create, read, update, list, and search GitHub Gists from your IDE.