Discover Awesome MCP Servers

Feishu/Lark OpenAPI MCP

A tool designed to help users connect AI Agents with the Feishu/Lark platform, encapsulating Feishu/Lark Open Platform API interfaces as MCP tools for document processing, conversation management, calendar scheduling and more.

MCP Python Server & Client

A comprehensive MCP server and client implementation in Python exposing tools (calculator, string utilities, simulated weather), resources (file reader, system info), and prompts (code review, summarization) with security hardening and full configuration management.

Swiss Hiking Trails MCP

Enables AI agents to explore Swiss hiking routes with real-time closures, weather, public transport, and POIs, including GPX generation.

SwarmLabs MCP Server

Exposes SwarmLabs physics-informed scientific experiment predictions as MCP tools, enabling agents to run predictions, list engines, and perform parameter sweeps with honesty-first uncertainty reporting.

@jungho-dev/fs-mcp

Provides batch file operations, search, and essential git workflows via stdio MCP.

SentinelMCP

Stateless enterprise policy firewall & token-cost proxy for MCP. It enforces identity, policy, and budget on every tool call.

joplin-mcp-server

Joplin MCP Server

MCP Code Intelligence

Intelligent code search MCP server with AST analysis, call graphs, dependency tracking, and semantic embeddings for developers.

pixelle-mcp-Image-generation

The AIGC solution based on the MCP protocol seamlessly transforms the ComfyUI workflow into an MCP Tool with zero code, enabling LLMS and ComfyUI to join forces and focus on image generation tasks. qwen-image, flux, and FLUx-KREA can be used for image generation.

IBM Storage Scale MCP Server

Model Context Protocol (MCP) server for interacting with IBM Storage Scale clusters, enabling management of storage resources through natural language.

Crawl4AI+SearXNG MCP Server

Provides AI agents with a comprehensive web intelligence stack including crawling, private search via SearXNG, and intelligent RAG capabilities for focused content extraction. It supports advanced features like semantic vector search and knowledge graph integration for code validation to enhance AI performance and reliability.

THIRI Chord Intelligence — Music Theory MCP Server

Deterministic music-theory MCP server and API for AI agents — analyze chords, run Roman-numeral analysis, generate voicings, and reharmonize progressions. Computed from music theory, not hallucinated.

ocentra-enforcer

MCP server for enforcing coding rules in Rust projects via scanning, routing, and explanation tools, designed for use with Codex, CI pipelines, and precommit hooks.

botwire-mcp

Enables AI agents to search and retrieve real-time news from 40 curated sources with micropayment-based access (USDC on Base). Provides both paid (search, headlines) and free (preview, status) tools for up-to-date information.

OpenSERP Cloud

Search API for AI, SEO & automation. Browser-rendered Google, Bing, Yandex, Baidu, DuckDuckGo and Ecosia results with URL extraction (+image search and engine metadata tools)

mcp-energi-data-dk

Enables querying Denmark's official open energy data from Energinet through MCP tools.

Tribunal TJMS: Cadastro de Pedido de Certidão (1º grau)

A read-only MCP server that enables querying official court data from the Tribunal de Justiça de Mato Grosso do Sul (TJMS) to consult certificate request registrations (1º grau). It exposes a single tool, accessible via any MCP-over-HTTP client, for natural-language-powered certificate status checks.

semlayer MCP server

Serves an automatically inferred semantic layer from your warehouse over MCP, enabling AI agents to query with correct business context, joins, and filters.

Pandoc Bridge

Enables document format conversion between 40+ formats including Markdown, HTML, LaTeX, DOCX, and PDF using Pandoc, with support for both text and file-based conversions.

PP/DS MCP Server

Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tools for SAP S/4HANA, allowing natural language queries about planned orders, production orders, and work centers.

xcode-mcp

Bridges AI assistants with Xcode to control projects, builds, simulators, testing, and debugging without manual interaction.

Bring! Shopping MCP Server

Enables interaction with Bring! shopping lists through natural language, allowing users to manage shopping items, lists, and collaborate with other users via the unofficial Bring! API.

Android Forensics ADB MCP Server

Enables forensic investigators to acquire data from Android devices via ADB, including device backup, artifact collection, and secure command execution.

fitbit-googlehealth-mcp

This MCP server enables Claude to access and log Fitbit health data, including activity, sleep, heart rate, and nutrition, with the ability to log meals by analyzing photos through Claude's vision capabilities.

circuit-mcp

Provides AI agents with real-time Solana data and agent-swarm intelligence as tools, with auto-paid per-call micropayments in CIRC via x402.

king-crimson-mcp

MCP server that surfaces King Crimson records, live performances, and a curated incarnation model showing which line-up era each song belongs to.

Vibe Math MCP

Provides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.

ROI Agent MCP Server

Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC, LTV, pipeline, channel attribution) by querying a marketing data warehouse through MCP tools.

battle-arena-mcp

Enables AI agents to run battles, tournaments, and analyze strategies in the Battle Arena game programmatically.

@striderlabs/mcp-lyft

MCP server connector for Lyft ride-sharing — request rides, get fare estimates, and track trips via browser automation.