Discover Awesome MCP Servers

habitify-mcp-server

Enables AI assistants to manage Habitify habits, journals, moods, and notes through the Habitify API, with tools for adding, deleting, and retrieving habit logs and other data.

Linear MCP Server

A high-performance HTTP service that bridges Claude Code or other MCP clients with Linear's GraphQL API, enabling natural language interaction with Linear issues, comments, projects, and other entities without dealing with UUIDs.

Starwind UI MCP Server

A TypeScript implementation of a Model Context Protocol server providing tools to help developers work with Starwind UI components.

Grammar Fix AI MCP

Grammar Fix AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Expense Tracker MCP Server

Enables tracking and managing personal expenses through a local SQLite database. Supports adding, editing, deleting, listing, and summarizing expenses by category, as well as managing credit accounts.

PDF2ZH MCP Server

An MCP server that translates scientific PDF documents while preserving original formulas, charts, and layout. It utilizes an OpenAI-compatible backend to provide tools for document translation and language listing.

ftp-deploy-mcp

An MCP server that enables AI coding agents to deploy files to FTP/FTPS/SFTP servers, with path jail, read-only mode, and dry-run capabilities.

imagen3-mcp

imagen3-mcp

mcp-nexi-pos-api

An MCP server for Nexi POS payment operations, enabling creation of purchases and refunds, polling payment states, confirming transactions, and recovering unconfirmed transactions.

Melo

An agentic MCP server for Roblox Studio that provides over 45 tools for script diffing, playtest automation, and bulk instance manipulation. It enables AI agents to manage full development cycles within Roblox, including transaction-safe batch operations and real-time script reviews.

Webhook Tester MCP Server

Enables management and inspection of webhook tokens (URLs) and incoming requests via webhook-test.com, allowing users to create, list, fetch details, fetch payloads, and delete webhooks without custom API integrations.

IndustrialOps Industry 4.0 PLC Monitor MCP Server

Enables LLMs to connect to factory PLC sensors, read register data, analyze predictive maintenance, and monitor energy consumption in industrial environments.

modwire

Provides a tool to inspect and execute actions on a scaffolding API through Siren hypermedia links, enabling management of scaffolding resources without endpoint knowledge.

agent-utils-mcp

Swiss-army-knife utility MCP server for AI agents. 18 tools for JSON validation/formatting, base64 encode/decode, hash generation, UUID generation, URL parsing, regex testing, markdown↔HTML conversion, text stats, slug generation, datetime conversion, cron parsing, text diffing, CSV↔JSON conversion, and JWT decoding. Zero API Key required

Open Census MCP Server

Enables natural language queries of U.S. Census Bureau data, translating plain English questions into proper API calls and returning demographic, economic, and housing statistics with proper statistical interpretation and context.

BioBTree

A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.

OmniWeave

A high-performance, polyglot code-analysis graph for coding agents that enables cross-language and cross-process code relationship queries in sub-millisecond time.

mcp-arcgis-lakeland

Enables searching and querying City of Lakeland, Florida open geospatial data (parcels, zoning, utilities) through ArcGIS Feature Services.

GIS Data Conversion MCP

An MCP server that gives LLMs access to geographic data conversion tools, enabling transformations between different formats like WKT, GeoJSON, CSV, TopoJSON, and KML, as well as performing reverse geocoding.

Agent Only MCP

Shared troubleshooting memory and agent-to-agent communication for coding agents, enabling search of resolved problems, asking other agents when blocked, and checking replies.

grad-agent

An autonomous MCP agent that helps you apply to fully funded MS and PhD programs by discovering professors, verifying faculty status, matching projects, and drafting cold emails.

OpenRouter MCP Server

A Model Context Protocol server that provides unified access to 400+ AI models from 30+ providers through OpenRouter's API, enabling seamless integration with Claude Code.

TradingView MCP Bridge

Connects AI assistants to your local TradingView Desktop app via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation.

DBX Admin MCP

A Model Context Protocol server generated via the Postman MCP Generator that provides administrative API tools for LLMs. It exposes Postman-defined API requests as standardized tools, enabling secure interaction with web services through environment-based authentication.

DevVault MCP

A local-first secrets vault for MCP clients that lets AI assistants use secrets by injecting them into child processes, without the plaintext ever entering the model's context.

dataset-pipeline-mcp

An MCP server that searches HuggingFace/Kaggle for datasets, detects their domain, and generates a matching preprocessing script. It turns natural-language dataset queries into runnable, domain-aware preprocessing pipelines.

AlibabaCloud MCP Server

A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.

Australia Logistics MCP

Enables AI agents to buy, track, and refund Australian shipping labels (Aramex, etc.) via the Shippo API, with automatic cheapest-rate selection and no carrier contract required.