Discover Awesome MCP Servers

OpenF1 MCP Server

Enables access to Formula 1 data from the openF1.org API, including driver information, race results, lap times, telemetry, pit stops, weather conditions, and live position data across multiple seasons.

Terraform Cloud MCP Server

Enables AI assistants to interact with Terraform Cloud workspaces and runs, including checking run status, listing workspaces, and retrieving detailed information about workspaces and runs.

MCP J-Link Server

Enables AI to directly control SEGGER J-Link embedded debug probes via the Model Context Protocol for debugging and firmware management. Users can perform tasks like reading registers, analyzing memory, flashing firmware, and tracking RTT logs using natural language commands.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults through vector search, vault indexing, and file monitoring. It provides a standardized interface for searching and managing markdown-based personal knowledge management data within the Model Context Protocol.

Company API MCP Server Template

A template for building Model Context Protocol servers that connect to company REST APIs using FastMCP, providing authentication handling, error management, and example tools for common API operations.

Weather MCP Server

An MCP server that connects to OpenWeatherMap's API to provide current weather data and multi-day forecasts for locations worldwide in different measurement units.

Perplexity AI Server

This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.

BioPython MCP Server

Provides comprehensive BioPython capabilities for biological sequence analysis, alignment, database access (GenBank, UniProt, PubMed), protein structure analysis, and phylogenetics through a Model Context Protocol interface for AI-assisted bioinformatics workflows.

Testomatio MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to interact with Testomatio test management platform, allowing users to query test cases, runs, and plans through natural language.

Clawswap

MCP server providing cross-chain swaps between Solana and Base for AI agents paid for via x402 micropayments.

kdb-mcp

Gives your AI the super power of traveling back in time to find what went wrong and fix the bug timeline.

mcp_repob7b7df37-94c2-48e4-8721-6cc695c23d4c

This is a test repository created by test script of MCP Server for GitHub

Spreadsheet MCP Server

Provides a Model Context Protocol (MCP) server that enables LLMs to directly access and interact with Google Spreadsheet data.

ABANCA MCP Server

Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access to bank accounts and transaction history. It features automated OAuth authentication and data minimization to optimize banking information for AI context windows.

gitrama-mcp

AI-powered Git workflow intelligence — 10 tools for commit messages, branch naming, PR descriptions, changelogs, and stream-based context management. Works with Cursor, Claude Desktop, Windsurf, VS Code, and all MCP clients.

MCP Atlas

An MCP server that enables AI assistants to manage database migrations and validate schemas using the Ariga Atlas CLI. It provides tools for applying migrations, generating diffs, linting, and checking migration status through natural language.

PokeAPI MCP Server

Give your AI assistant access to the entire Pokémon universe

Textin MCP Server

A server that enables OCR capabilities to recognize text from images, PDFs, and Word documents, convert them to Markdown, and extract key information.

BuildAutomata Memory MCP Server

Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.

Fabric MCP Agent

Enables natural language querying of Microsoft Fabric Data Warehouses with intelligent SQL generation, metadata exploration, and business-friendly result summarization. Features two-layer architecture with MCP-compliant server and agentic AI reasoning for production-ready enterprise data access.

SingleStore MCP Server

A server for interacting with SingleStore databases, enabling table querying, schema descriptions, and ER diagram generation with secure SSL support and TypeScript safety.

Bilibili-Api

A Model Context Protocol (MCP) server that provides services for the bilibili.com API, supporting functions such as obtaining user information and video search.

hny-mcp

Server for interacting with Honeycomb observability data. This server enables LLMs like Claude to directly analyze and query your Honeycomb datasets.

Toolhouse

MCP server for toolhouse.ai. This does not rely on an external llm unlike the official server.

Oracle Eloqua MCP Server by CData

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

MCP Manager

A flexible server that enables communication between AI models and tools, supporting multiple MCP servers and compatible with Claude, MCP Dockmaster, and other MCP clients.

CCXT MCP Server

Mirror of

IDA-MCP

Enables interaction with multiple IDA Pro instances through MCP, allowing users to list functions, search instances, and manage reverse engineering analysis across different binary files. Supports multi-instance coordination with automatic discovery and tool forwarding between IDA Pro sessions.