Discover Awesome MCP Servers

ffmpeg-mcp

An MCP server that provides 17 FFmpeg-based tools for video and audio processing, including conversion, compression, and editing. It enables AI assistants to perform complex media tasks like extracting audio, adding watermarks, and merging videos using natural language.

MCP SysOperator

A Model Context Protocol server enabling AI assistants to directly interact with infrastructure tools like Ansible and Terraform for executing playbooks, managing cloud resources, and performing other infrastructure operations.

vc-mcp

MCP Server for VidiCore

Archicad MCP Server

Enables MCP clients like Claude to interact with Graphisoft Archicad through the Tapir add-on's JSON commands. Supports automated Archicad operations and custom tool integration for architectural design workflows.

read-docs-mcp

A Model Context Protocol server that enables AI agents to access, search, and understand structured package documentation and source code from Git repositories. It automatically generates specialized tools to browse module overviews, components, and detailed documentation for technical libraries.

acme-mcp

A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.

Snipe-IT MCP Server

Enables AI assistants to manage Snipe-IT inventory systems through comprehensive asset and consumable operations. Supports creating, updating, tracking, and managing IT assets, consumables, maintenance records, file attachments, and generating labels.

Jina AI MCP Server

Provides access to Jina AI's Search Foundation APIs for embeddings, web search, content extraction, reranking, classification, and semantic text segmentation.

Perplexity Server

I understand you're looking to perform web searches using MCP (presumably referring to a specific search engine or tool) through Perplexity, without using any API keys. Unfortunately, I can't directly execute web searches or interact with external tools like Perplexity. My capabilities are limited to processing information and generating text-based responses. However, I can offer some general guidance based on common practices: **Understanding the Limitations** * **API Keys are Often Required:** Most search engines and web scraping tools require API keys for authentication and usage tracking. This is to prevent abuse and ensure fair access to their resources. * **Perplexity's Functionality:** Perplexity is a search engine that provides direct answers and citations. It likely has its own internal mechanisms for web searching. * **Ethical Considerations:** Scraping websites without permission or bypassing usage restrictions is generally unethical and potentially illegal. **Possible Approaches (with caveats):** 1. **Direct Perplexity Search (if possible):** * If Perplexity has a public-facing search interface (like a website), you can manually enter your search queries there. This doesn't involve any API keys, but it's a manual process. * Check Perplexity's documentation or website to see if they offer any free or limited-access search options. 2. **Web Scraping (Use with Caution):** * You could potentially use web scraping techniques to extract search results from a search engine's results page. However, this is generally discouraged without permission and can be unreliable due to website changes. * If you choose this route, be sure to: * **Check the website's `robots.txt` file:** This file specifies which parts of the site are allowed to be crawled. * **Respect the website's terms of service:** Look for any clauses that prohibit scraping. * **Use a reasonable request rate:** Avoid overwhelming the server with too many requests in a short period. * **Be prepared for changes:** Websites often change their structure, which can break your scraper. 3. **Alternative Search Engines (with free tiers):** * Some search engines offer free tiers or limited access without requiring API keys. You could explore these options. **Important Considerations:** * **Terms of Service:** Always carefully review the terms of service of any search engine or tool you use. * **Rate Limiting:** Be aware of rate limits, which restrict the number of requests you can make within a certain time period. * **Legal and Ethical Implications:** Ensure that your activities comply with all applicable laws and ethical guidelines. **In summary, while it might be technically possible to perform some limited web searching without API keys, it's often restricted, unreliable, and potentially unethical. It's generally best to use official APIs with appropriate authentication and respect the terms of service of the services you're using.** If you can provide more details about the specific MCP tool you're referring to, I might be able to offer more tailored advice.

Eagle MCP Server

Eagle MCP Server

SpecLinter MCP

An AI-powered tool that transforms natural language specifications into structured, actionable development tasks with quality grading and Gherkin test scenarios. It also features semantic similarity detection to prevent duplicate work and validates implementations against original requirements.

lark-tools-mcp

lark-tools-mcp conecta o Lark e o Cursor. Ele fornece ao Cursor a capacidade de ler documentos, enviar mensagens, processar tarefas e realizar análises de dados.

MCP Fetch

Enables browser automation using Puppeteer through the MCP interface. Allows launching browsers, creating pages, and executing arbitrary JavaScript for web scraping, testing, and debugging tasks.

Sherlog MCP

Provides persistent IPython shell sessions per conversation with DataFrame-centric architecture, enabling stateful data analysis, CLI tool execution, and integration of external MCP servers within the same workspace context.

Coreflux MQTT MCP Server

Connects to a Coreflux MQTT broker and provides tools for managing Coreflux commands (models, actions, rules, routes) and executing MQTT operations through natural language interactions with AI assistants.

Taiwan Central Weather Administration MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que interage com a API da Administração Meteorológica Central (CWA) de Taiwan.

Unreal Engine MCP Server

Enables AI assistants to control and automate Unreal Engine through a native C++ Automation Bridge plugin. It supports a comprehensive range of tasks including asset management, actor manipulation, editor control, and blueprint graph editing.

MCP SERVERLY

É um projeto que busca expressar a implementação do protocolo de contexto de modelo (MCP) no SDK base oficial da Anthropic para .NET 9.

Databox MCP

Databox MCP enables you to query live business metrics from 100+ data sources through AI. Ask natural language questions about marketing performance, sales data, analytics, and financial metrics to get instant insights without switching dashboards. Connect platforms like Google Ads, Salesforce, Shopify, Google Analytics, and more.

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI capabilities, allowing users to search, ask questions, and get AI-powered answers from their documentation files. Built for seamless deployment on the Dedalus platform with OpenAI integration for enhanced document analysis.

Chuck Norris Jokes MCP Server

A simple MCP server that provides a tool called 'chistecitos' to fetch random Chuck Norris jokes from a public API.

mcp-pdf-tools

An MCP server that enables users to read, search, and analyze PDF documents. It provides tools for extracting text, viewing metadata, searching content with context, and generating word statistics.

baserCMS MCP Server

Model Context Protocol server implementation for operating baserCMS that enables GitHub Copilot and other agent modes to interact with baserCMS through its API.

MCP Server Hub / Gateway

Este projeto fornece um gateway central para gerenciar múltiplos servidores MCP (Model Context Protocol), evitando a necessidade de configurar e executar processos de servidor duplicados para cada cliente LLM (como Cline, Cursor, etc.). Conecte seu cliente LLM ao endpoint único gateway-cliente fornecido por este projeto para acessar ferramentas de todos os seus servidores MCP gerenciados.

Debate Agent MCP

Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating locally installed AI CLIs (Claude, Codex) to perform parallel analysis, deterministic scoring, and consensus-building on git diffs.

chrome-devtools-mcp

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

Breadcrumb MCP Server

Enables AI assistants to interact with the Breadcrumbs project memory system, allowing creation and management of project documentation including sessions, components, ADRs, patterns, and providing search capabilities across project knowledge.

Signal Found MCP

Signal Found is a Reddit-native B2C/B2B outreach platform. You describe your product, we find people on Reddit already asking for it, and your AI agent handles the rest — messaging prospects, tracking replies, and optimizing your funnel in real time.