Discover Awesome MCP Servers

biliscribe

Extracts and formats Bilibili video content into structured text for LLM processing and analysis.

moldsim mcp

finds instance, help with spec

MySQL MCP Server

Enables AI agents to safely interact with MySQL/MariaDB databases, supporting read-only queries by default with optional write operations and access control.

PostPulse

PostPulse is a unified API and integration suite that handles the complexity of social media publishing. Instead of managing individual platform audits and breaking tokens, developers use PostPulse as their outsourced social-connectivity team.

ARES Explorer

MCP server that turns the Czech business register (ARES) into an interactive force-directed graph of company management and ownership ties, allowing users to explore and expand the graph live within Claude.

mcp-google-sheets

Enables AI assistants to interact with Google Sheets for reading, writing, and managing spreadsheets through a set of MCP tools.

temporal-mcp

An MCP server for debugging Temporal workflows, enabling LLM-assisted inspection of workflow executions, detailed workflow info, and event history.

Star Wars MCP Server

Enables users to query the Star Wars universe through the SWAPI (Star Wars API) directly in Claude Desktop. Supports searching for characters, planets, and films, as well as retrieving detailed information about the Star Wars saga.

K8s MCP Server

Enables LLMs like Claude to securely execute Kubernetes CLI tools (kubectl, helm, istioctl, argocd) across multiple clusters through dynamic kubeconfig support, allowing natural language Kubernetes management and operations.

Claude MCP Command Server

A server implementation for the Model Context Protocol (MCP) that allows Claude AI to execute commands through a command-line interface, enabling direct system interactions from within Claude.

MCP-RAGNAR

A local RAG server that enables document indexing and sentence window retrieval across multiple file formats like PDF, MD, and DOCX. It supports both local Hugging Face models and OpenAI embeddings for efficient context-aware querying through the Model Context Protocol.

reconftw-mcp

Enables AI assistants to perform reconnaissance tasks using the reconFTW framework, supporting full, passive, subdomain, vulnerability, and OSINT scans through MCP tools.

SDS MCP

Enables automated project analysis and structured development specification generation. Supports multiple export formats and integrates with AI models for comprehensive project documentation and validation.

dynalist-mcp

A Model Context Protocol server that enables AI assistants to read, write, search, and organize Dynalist documents programmatically.

WLO MCP Server

MCP server for WirLernenOnline.de that enables searching and retrieving educational materials, collections, topic pages, and metadata through natural language, compatible with OpenAI and Claude.

Microsoft To Do MCP

A Model Context Protocol (MCP) server that enables AI assistants like Claude and Cursor to interact with Microsoft To Do via the Microsoft Graph API.

FlowMCP

Um framework modular para construir, validar e testar rotas de API REST usando esquemas declarativos e interfaces Zod.

DDG MCP Server

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports for integration with various MCP clients.

MCP Local Filesystem Server

An MCP server that provides secure access to local file system operations.

arxiv-mcp

Converts arXiv academic papers to Markdown format and provides tools for extracting arXiv IDs and generating URLs.

teleport-docs-mcp

Enables AI assistants to search and retrieve information from Teleport documentation using a vector database. It provides a tool for semantic vector search over pre-populated embeddings of Teleport pages and examples to assist with technical queries.

LinkedIn MCP Server

Enables searching and scraping of LinkedIn for structured data on people, companies, and job listings. It allows AI clients to retrieve detailed profiles, experience, and activity sections using browser automation.

Redmine MCP Server

Connects AI assistants to Redmine to fetch full task details by key (e.g., PROJECT-123), including tracker, subject, description, comments, and URL.

praesentire-mcp

MCP server for Praesentire — bilingual financial news sentiment as a Claude tool. Provides aggregated sentiment scores, batch queries, and English vs Chinese sentiment comparison for cross-market signals.

mcp-regex-tools

Provides a suite of regex and text processing tools for AI agents, including pattern testing, extraction, and replacement with capture group support. It also enables various text transformations like case conversion, line sorting, and deduplication through the Model Context Protocol.

status-global-mcp

Enables web audits for performance, security, SEO, and DNS, returning structured improvement prompts for AI assistants.

Hyperledger Fabric MCP Server

Enables AI assistants to interact with Hyperledger Fabric blockchain networks, supporting chaincode queries and invocations, block and transaction retrieval, chaincode lifecycle management, and channel operations.

Logica Mind

Long-term memory for AI agents over MCP — episodic + semantic memory, a temporal knowledge graph, and a dialectic user model, exposed as 32 tools (recall, remember, context, graph, dreaming, peers). Zero dependencies, runs fully offline; leads the LoCoMo benchmark at ~35x fewer LLM calls.

HoloViz MCP Server

Let AI agents create interactive visualizations that render live inside your chat — no code required.