Discover Awesome MCP Servers

John Deere Operations Center MCP Server

Enables interaction with the John Deere Operations Center to browse organizations, field details, and agricultural operation data. It utilizes a Cloudflare Workers architecture with an integrated OAuth proxy for secure access via any MCP-compatible client.

Quant Framework MCP Server

An extensible framework that exposes quantitative research functions and financial data connectors, such as FRED, via an MCP server. It enables users to perform complex financial modelling, data retrieval, and autonomous research loops with built-in guardrails and pluggable components.

MCP TypeScript NASA Server

Provides seamless integration with NASA's public APIs, enabling AI assistants to access space and astronomy data including APOD, Mars rover photos, Near-Earth Objects, space weather events, and Earth imagery.

FitSlot MCP Server

Integrates with FitSlot API to manage support tickets, provide chatbot assistance with FAQs, and analyze bioimpedance PDF documents with health metrics and personalized recommendations.

clelp-mcp-server

Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with community ratings. Find the best tools by category, compatibility, and real user reviews.

Google Search Console Audit MCP

Read-only MCP server for Google Search Console: performance queries, URL inspection, indexing checks, sitemaps, and one-call HTML SEO audit reports.

Basic MCP Server

A minimal demonstration MCP server showcasing basic tools, resources, and prompts functionality. Built as a template for learning and starting new MCP server projects with Smithery SDK.

(S)AGE

Persistent, consensus-validated institutional memory for AI agents. Gives LLMs real memory that survives across sessions - validated through BFT consensus, not just dumped to a file.

kevros-mcp

Governance primitives for autonomous agents. Verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier available.

GDAL MCP

An MCP server providing geospatial analysis tools for raster and vector data, integrated with a reflection system that requires AI agents to justify their methodological decisions. It enables accurate mapping and spatial operations by ensuring reasoned choices for coordinate systems, resampling, and data transformations.

knot

Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.

漏洞扫描 MCP 服务器

Mcp services by marshal

NervusDB MCP Server

Enables building and querying code knowledge graphs for project analysis, with tools for exploring code relationships, managing workflows, and automating development tasks. Integrates with Git and GitHub for branch management and pull request creation.

SlimContext MCP Server

Provides AI chat history compression tools through token-based trimming and AI-powered summarization strategies to manage conversation context within token limits.

MCPy

A next-generation Minecraft server engine built with Python and Cython, aiming to deliver exceptional performance and flexibility through advanced scientific computing libraries and optimized architecture.

Weather MCP Server

Provides weather forecast and alert data for US locations through the National Weather Service API, enabling access to real-time weather alerts by state and detailed forecasts by coordinates.

RSK MCP Server - Rootstock Blockchain Tools

Enables AI clients to interact with the Rootstock (RSK) blockchain through wallet management, balance queries, token transfers, smart contract deployment and verification, and transaction tracking operations.

Advanced MCP Features

A workshop repository teaching advanced Model Context Protocol features for building AI-connected apps with deeper integration capabilities.

Garmin Connect MCP

A Model Context Protocol server that integrates Garmin Connect data with LLMs to provide personalized running analysis and training plans. It enables users to monitor performance metrics, manage training loads, and receive data-driven workout suggestions based on health indicators like VO2 Max and recovery status.

harvest-mcp-server

MCP server for Harvest time tracking. Manage time entries, start/stop timers, handle projects, clients, tasks, and generate time and expense reports via the Harvest API v2.

GEDCOM MCP Server

Enables AI agents to create, edit, and query genealogical data from GEDCOM files. Supports complex genealogy searches, automatic data enrichment from web sources, relationship analysis, and biography generation for individuals and families.

GMail Manager MCP

Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights.

Sleeper MCP Server

A server that integrates Sleeper fantasy sports data with Goose AI through the Machine Context Protocol (MCP), providing structured access to fantasy league information.

Librarian MCP Server

Librarian은 구조화된 방식으로 저장된 마크다운 파일을 나열, 검색 및 검색하기 위한 API를 제공하는 모델 컨텍스트 프로토콜(MCP) 서버입니다.

mcp-agent

MCP 서버와 AI 에이전트를 뒤적거리는 중

Codex Bridge

Enables AI coding assistants to interact with OpenAI's Codex AI through the official CLI. Provides direct integration for code analysis, file review, and batch processing with zero API costs.

MCP Vertica

A Model-Context-Protocol server that provides SQL query execution and database management capabilities for Vertica databases, featuring connection pooling, schema management, and security controls.

Azure Data Lake Storage MCP Server by CData

Azure Data Lake Storage MCP Server by CData

Website Screenshot MCP

A server that allows AI agents and clients to programmatically capture screenshots of websites with options for image format and viewport selection.

crypto-whitepapers-mcp

An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents to access, analyze, and learn from.