Discover Awesome MCP Servers

Erick Wendel Contributions

A Model Context Protocol server that enables AI agents to query Erick Wendel's talks, blog posts, and videos across different platforms using natural language.

Package Version

Suggests the latest stable package versions when writing code.

GitHub Workflow Debugger

A utility that helps diagnose and fix GitHub Actions workflow failures by analyzing run logs, identifying common failure patterns, and suggesting specific fixes through a structured decision tree.

Dev Memory Server

Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.

Loxo Recruitment

Enables interaction with the Loxo recruitment platform API, facilitating tasks such as candidate and job management, activity logging, and call queue management through AI assistants.

Unraid MCP Server

A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.

MasterGO MCP Server

基于MasterGO构建MCP服务

OptionsFlow

A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.

Alpha Vantage Stock Server

一个 Alpha Vantage API 查询 股票信息的 MCP server.

Deep Web Research Server

A Model Context Protocol server that enables Claude to perform advanced web research with intelligent search queuing, enhanced content extraction, and deep research capabilities.

EduBase MCP server

The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).

SQL Server Express MCP Server

Facilitates interaction with Microsoft SQL Server Express, supporting database operations such as querying, table management, and schema inspection via natural language MCP commands.

DynamoDB Server

Enables management of DynamoDB resources through the Model Context Protocol, supporting table and index creation, capacity management, and data operations without delete functionality to prevent accidental data loss.

Zig Server

Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.

Convex

Convex’s MCP server lets you introspect tables, call functions, and read/write data seamlessly. Agents can generate one-off queries safely—thanks to Convex’s sandboxed queries, ensuring data integrity. Perfect for AI automation, real-time apps, and dynamic data access.

Compass

MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.

Gemini Docs Server

Provides curated documentation access via the Gemini API, enabling users to query and interact with technical docs effectively by overcoming context and search limitations.

Calculator

A Model Context Protocol server built with mcp-framework that allows users to create and manage custom tools for processing data, integrating with the Claude Desktop via CLI.

Angle One MCP Server

An MCP server implementation that integrates with Angle One APIs to provide standardized access to financial market data, trading operations, and portfolio management.

College Football Data Server

An MCP server providing access to college football statistics sourced from the College Football Data API within Claude Desktop.

Salesforce Server

A Model Context Protocol server that enables interaction with Salesforce through REST API using jsforce, allowing users to execute SOQL queries, retrieve object metadata, and perform CRUD operations on Salesforce records.

MemoryMesh

This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.

MongoDB MCP Server

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.

Music Analysis

MCP to analyse local audio file.

Maven Dependencies Server

An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. This server enables LLMs to verify Maven dependencies and retrieve their latest versions from Maven Central Repository.

MCP Server Example

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.

TiDB Database MCP Server

mcp server for tidb

Perplexity MCP Zerver

advance mcp server utilizing Perplexity, without the need for an API key

DeepSeek MCP Server

Enables integration of DeepSeek's language models with MCP-compatible applications, offering features like chat completion, custom model selection, and parameter control for enhancing language-based interactions.

Retail Supply Chain Analysis Tool

Enables users to upload retail data, analyze trends, optimize inventory, and forecast sales using AI-powered insights, acting as a senior supply chain expert.