Discover Awesome MCP Servers

University Content MCP

Provides full-text search and context retrieval from university course materials (PDF, PPTX, DOCX) offline after indexing.

mcp-coco

Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging via Hermes channels, and health checks through MCP tools.

mcp-decision-lab

MCP server that enables structured decision-making using weighted decision matrices, sensitivity analysis, and robust recommendations.

MCP Image Server

An intelligent MCP server that searches for images, labels them, combines them into a composite image, and uses Google's Gemini 2.0 Flash AI to select the best match for your query.

mcp-server-langfuse

MCP server for Langfuse Prompt Management that enables listing and retrieving Langfuse prompts via MCP prompts and tools.

cc-switch-websearch

Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG instance, enabling AI assistants like Claude Code to perform web searches without a premium API key.

dizzyvinci/apify-foundry

Provides two MCP servers: Shopify Catalog Monitor for tracking product changes and US Building Permit Aggregator for construction permit data from 9 US cities.

SENTRA MCP

A minimal FastAPI-based MCP server that provides basic utility tools like ping and time functions. Designed for easy deployment with Docker support, authentication, and extensible architecture for future tool additions.

supos MCP Server

Enables querying topic tree structures, topic details, and real-time data from supOS via MCP protocol.

vvriter

MCP server that generates articles from 50,000 tweets and 400 visual artworks.

@squidlerio/mcp

An MCP proxy that connects AI clients to the remote Squidler MCP server while providing local Chrome session management for testing localhost URLs. It enables transparent tool forwarding and allows browser-based test cases to run through a local browser instead of cloud instances.

stateless-mcp-scale-demo

Demonstrates a stateless MCP server workflow for purchase requests, using signed request handles to maintain state across load-balanced replicas without session stickiness.

NeuroDock

A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.

ai-assisted-pentest-mcp

Enables AI agents to run bounded security reconnaissance tools against a local OWASP Juice Shop target via MCP, including HTTP checks, header inspection, Nmap scanning, and web enumeration, without granting arbitrary shell access.

Jira MCP

A one-click Jira integration for AI coding tools like Claude Desktop, Cursor, and VS Code, enabling create, read, update, move, comment, and search operations on Jira tickets directly from the assistant.

Outlook SNDS MCP

Brings Outlook.com Smart Network Data Services (SNDS) API into MCP clients, allowing users to query IP reputation data such as volume, complaint rates, and spam verdicts using natural language.

Labellerr MCP Server

A Model Context Protocol (MCP) server that provides a comprehensive interface to the Labellerr SDK for managing annotation projects, datasets, and monitoring operations through AI assistants like Claude Desktop and Cursor.

x402-stellar-kit/mcp

Enables HTTP 402 payment protocol interactions on Stellar, allowing payment intent probing, guarded paid fetches, and budget status queries.

ACA PoC MCP Tools Server

Provides financial audit reporting and ledger query tools for AI agents, enabling generation of compliance, risk, and transaction reports and querying of transaction data, balances, and summaries from an in-memory SQLite database via MCP.

DrissionPage MCP Server

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

figma-mcp-server

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

cml-mcp-server

MCP server for Cisco Modeling Labs (CML) that enables building, managing, and running network labs through MCP tools, wrapping the CML Python SDK for lab/topology CRUD, node/link management, and configuration.

whoop-mcp

Self-hosted MCP server connecting Claude to your WHOOP data via the official API, enabling queries for recovery, sleep, cycles, workouts, and profile.

Expense Tracker MCP

Enables AI assistants to add, retrieve, and categorize expense records through structured MCP tools, with data stored in SQLite and deployable remotely for natural-language expense management.

Lucille MCP Server

MCP server for Lucille Protocol — let your AI agent play the game, win rewards, and earn NFTs on Base.

ComfyUI MCP Server

A server that integrates ComfyUI with MCP, allowing users to generate images and download them through natural language interactions.

MCP LaTeX Server

Enables AI assistants to create, edit, and validate LaTeX documents through a standardized protocol with support for multiple document classes and package management. It provides tools for document structure analysis and file organization to streamline the generation of professional academic papers.

Gmail MCP Server

Enables interaction with Gmail through the Gmail API with OAuth2 authentication. Supports reading, sending, searching emails, and managing read status through natural language.

GeeksHacking MCP

Manages #TODO comments in source code files, enabling you to add and query TODOs via MCP.