Discover Awesome MCP Servers

Smart Code Search MCP Server

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

cdli-mcp

Iniciativa da Biblioteca Digital Cuneiforme Servidor MCP

Changerawr MCP Server

A Model Context Protocol server that enables AI assistants like Claude to manage changelogs, projects, and content through natural language interactions with Changerawr instances.

Jira MCP Server

Provides AI models with full access to Jira Cloud functionality, enabling issue management, project tracking, sprint planning, and agile board operations through the Jira REST API v3 and Agile API 1.0.

PokeMCP

An MCP server that provides detailed Pokémon information by integrating with the PokeAPI, allowing users to fetch comprehensive data about Pokémon and simulate battles.

Ketchup Draw MCP Server

Enables AI image generation through Ketchup AI with automatic prompt optimization and cloud hosting via URUSAI!, supporting multiple aspect ratios and proxy configuration for accessibility.

Google Solar MCP Server

Connects to the Google Solar API to provide detailed solar potential analysis of buildings based on geographic coordinates, including financial data, panel configurations, and environmental impact estimates.

vantage-mcp-server

vantage-mcp-server

WormBase MCP Server

Enables querying the WormBase database for C. elegans and nematode genomics data, including gene information, protein sequences, phenotypes, interactions, and expression patterns through natural language.

doc-bot

Provides AI assistants with intelligent access to project documentation and API references through smart search, contextual rules, and Docset integration. Enables AI to understand project-specific conventions, patterns, and official framework documentation without token limits.

MCP Obsidian MongoDB Server

A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes and MongoDB, creating an integrated knowledge management system with real-time synchronization and search capabilities.

MCP Weather Server Demo

Fetches current weather information for any city using the Open-Meteo API through a simple MCP tool interface.

Custom PDF MCP Server

A server designed for processing PDF documents, enabling text extraction, table data retrieval, and metadata collection from local files. It allows users to scan directories for PDFs and read specific pages, specifically optimized for thesis literature analysis.

All-in-MCP

Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

Hooktheory MCP Server

Enables AI agents to interact with the Hooktheory API for chord progression generation, song analysis, and music theory data retrieval.

UseKeen Documentation MCP Server

Enables AI assistants to search for documentation of packages and services, providing implementation details, examples, and specifications through a specialized API.

Atlassian Bitbucket MCP Server

Enables AI assistants to interact with Bitbucket Cloud and self-hosted instances for pull request reviews, code search, repository operations, and managing PR comments and approvals.

aws-boto3-mcp-private

AWS Boto3 (Python) Servidor MCP **Explanation of the translation:** * **AWS:** Remains the same as it's an acronym for Amazon Web Services. * **Boto3:** Remains the same as it's the name of the AWS SDK for Python. * **(Python):** Remains the same as it's a programming language. * **MCP Server:** Translated to "Servidor MCP". MCP likely stands for a specific service or component within AWS, and without more context, it's best to keep the acronym in the translation. "Servidor" is the Portuguese word for "Server".

Mevzuat MCP

Provides programmatic access to the Turkish Ministry of Justice Legislation Information System (mevzuat.gov.tr). It enables searching for legislation, navigating hierarchical article structures, and retrieving article content in Markdown format.

Gemini MCP Server

A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Gemini's large context window for analyzing large files while saving Claude Code tokens.

İzmir Ulaşım MCP Server

Provides real-time access to İzmir's public transportation data, including bus locations, schedules, and route information for ESHOT, İZBAN, Metro, and Tram services. It enables AI assistants to perform transit queries, calculate fares, and locate nearby stations using the Model Context Protocol.

Uptrace MCP Server

An MCP server for the Uptrace observability platform that enables querying traces, spans, logs, and metrics through natural language. It provides tools for error analysis, service discovery, and trace visualization within MCP-compatible clients.

Pinboard MCP Server

Enables users to access and manage their Pinboard bookmarks directly through Claude Desktop. Supports retrieving, adding, and updating bookmarks with date filtering, tagging, and bookmark analysis capabilities.

Kibana MCP Server

Servidor MCP para Kibana SecOps

TypeScript MCP Server Boilerplate

A starter template for quickly developing Model Context Protocol (MCP) servers using the TypeScript SDK and Zod for schema validation. It includes example implementations for custom tools and resources like calculators, weather services, and system information.

Server Status MCP Server

A FastMCP-based tool for monitoring server statistics that retrieves CPU, memory, and uptime information from both local and remote servers via SSH.

BigCommerce API MCP Server

Enables AI assistants to interact with BigCommerce stores through comprehensive REST API integration. Provides tools for managing products, customers, and orders with advanced filtering and relationship tracking capabilities.