Discover Awesome MCP Servers

flex-sensor-agent-mcp

An MCP server for COMSOL Multiphysics that enables AI agents to perform flexible pressure sensor simulation, including DXF analysis, contact model building, parameter sweeping, and result export using natural language.

clickhouse-mcp

Enables SQL query execution on ClickHouse databases with per-request connection switching via HTTP headers, supporting multi-tenant deployments.

linux-profiler

A comprehensive Linux system performance profiler with MCP remote invocation support, featuring advanced process profiling and flame graph generation.

BusinessFlowPro MCP Server

Enables Claude Desktop to interact with the BusinessFlowPro marketing automation platform via natural language, supporting campaign, contact, template, landing page, form, analytics, and AI content operations.

design-compare-mcp

An MCP server that measures how faithfully one UI reproduces another, returning a score and actionable findings for improvement.

Archaic MCP Server

Integrates Archaic's AI-powered architecture analysis with Claude Code, enabling interactive exploration of component connections, data flows, and system structure through natural language.

media-mcp

MCP server for video enhancement and SAM3 image segmentation, enabling tasks like upscaling videos and segmenting objects in images via natural language.

nautobot_mcp

A Model Context Protocol (MCP) server for interacting with Nautobot APIs using semantic search and dynamic API requests.

ideb-mcp

Exposes Brazilian education data (IDEB) by municipality for consultation via Claude. Covers 10 cycles (2005-2023) with observed IDEB, targets, math/Portuguese scores, and flow indicator.

Baidu Cloud AI Content Safety MCP Server

A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.

News Feed MCP

Enables users to access up-to-date news through RSS feeds and read full article content. It provides a Model Context Protocol interface for fetching and interacting with news from various platforms.

Botany MCP

Remote MCP server for authoritative plant information from the VicFlora API. Enables searching plants, fetching profiles, finding occurrences near a point, and looking up botanical terms.

io.github.raheb77/saudi-open-data-mcp

A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry of Finance, data.gov.sa), providing typed contracts, registry-backed metadata, and CLI/API access for dataset search, preview, and controlled export.

🔍 🤖 🌐 Ollama Chat with MCP

This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.

🧠 MCP Server: Local AI Tooling with Python

An MCP server that reads a CSV file.

Kanta MCP Server

A Model Context Protocol server that enables AI assistants to interact with Kanta API for managing clients, users, persons, and accessing risk summaries and firm information.

MCP Server

Enables natural-language querying of structured data via Model Context Protocol, allowing AI agents to answer questions without SQL or API knowledge.

usenami-mcp

Perp-first funding rate & RWA spread data for AI agents. 30+ CEX/DEX venues, 6 tools (4 x402-paywalled, 2 free), bring-your-own-wallet via Base mainnet.

Magic UI MCP Server

ModelContextProtocol server for Magic UI that allows AI assistants to easily implement UI components for web applications by providing code for components like marquees, animations, special effects, and interactive backgrounds.

Qualys MCP Server

MCP server enabling AI assistants to interact with the Qualys vulnerability management platform. Supports investigation, risk assessment, compliance, remediation, security overview, and report management.

Bruno MCP

MCP Server for running Bruno Collections

SPARDA

SPARDA is a zero-configuration MCP builder that converts existing Express and FastAPI applications into fully functional Model Context Protocol servers. It automatically generates tools from routes, preserves API schemas, and accelerates MCP development from hours to minutes.

yuppie-mcp-tts

Provides text-to-speech synthesis using Microsoft Edge's free TTS engine, supporting multiple voices, languages, and audio output options (base64 or file).

clodbridge

Enables Claude Code to automatically discover and use project-specific rules, skills, and agents defined in the .cursor directory, with live reloading and zero configuration.

Memory Bank MCP

An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.

herderp

Wraps the herdr CLI to provide curated tools and session necromancy, allowing revival of previous Claude Code agent sessions from herdr spaces.

Railway MCP Server

Enables AI systems like Claude and Cursor to directly manage Railway projects, deployments, services, environment variables, and monitor logs through natural language commands.

Code Guardian Studio

An MCP server that transforms Claude Code into an intelligent refactoring assistant, enabling code scanning, hotspot detection, optimization reports, and safe refactoring for large repositories.

Provenio MCP Server

Enables AI agents to query a 282,731-node knowledge graph of art market transactions and provenance records, returning cited answers with <1% hallucination and explicit coverage gaps.