Discover Awesome MCP Servers

memory-mcp

Persistent knowledge graph MCP server with SQLite backend. Enables graph traversal, fuzzy search, temporal queries, and timestamps for entity management.

Claude Talk to Figma MCP

Enables Claude Desktop and other AI tools to interact directly with Figma, allowing for powerful AI-assisted design capabilities through natural language commands.

Signal Relay

MCP server connecting AI agents to SocioLogic's synthetic persona platform for interviewing personas, running research campaigns, and exporting reports.

Cisco Switch MCP Server

Adapter-driven MCP server for Cisco CBS220 switches, Catalyst Center/DNA Center, and Meraki Dashboard, enabling read-only device queries and dry-run write operations via shared Pydantic schemas.

Tokopedia MCP Server

Enables AI assistants to search for products and manage order history on Tokopedia using the Model Context Protocol. It supports advanced filtering, sorting discovery, and authenticated session management via a dual MCP and web interface.

SurfTracker MCP Server

MCP server that proxies the SurfTracker API to let AI clients list, create, and manage tasks, releases, and notifications, using the user's SurfTracker API key for authorization.

Claude Memory MCP Server

Enables persistent memory for Claude Code sessions by recording observations and building knowledge graphs for cross-session learning and domain knowledge management.

testing-mcp

Enables AI assistants to write and debug integration tests by providing live access to DOM structure and executing code directly in test environments.

tecof-mcp

MCP server for the Tecof Developer API that reads theme components from disk, converts agent-written sections into editor documents, and manages draft pages (create, update, delete, preview) with validation and multi-language support.

SpecBridge MCP

A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to AI agents by turning API specifications into deterministic endpoint metadata, schemas, validation facts, and TypeScript declarations.

Google Calendar MCP Server

Enables management of Google Calendar events across multiple calendars with natural language support, including searching events, checking availability, creating/updating/deleting events, responding to invitations, and auto-generating Google Meet links.

windows-universal-mcp

A local MCP server for controlling Windows desktop applications through Win32 automation, enabling window listing, launching, clicking, typing, shortcuts, screenshots, and folder monitoring.

Hormonaly MCP Server

Enables AI agents to access 24 clinical tools for evidence synthesis, protocol lookup, and decision support in peptide, hormone, and longevity medicine.

Video MCP

A local MCP server that gives Claude Desktop full video editing capabilities via FFmpeg, Whisper, and yt-dlp.

Gemini Image MCP Server

Enables image generation and editing using Google Gemini AI with support for multiple aspect ratios, context images, custom styles, and watermark overlays. Optimized for creating social media content with automatic file saving and flexible output configuration.

mcp-worldbank-projects

Enables querying World Bank projects and operations data using natural language through the Pipeworx MCP gateway.

media-context-mcp

Give your AI assistant eyes and ears — analyze any video, audio, or image, entirely on your machine.

ParaView-MCP

Integrates multimodal large language models with ParaView to enable the creation and manipulation of scientific visualizations using natural language and visual inputs. It features visual feedback capabilities for iterative refinement, making advanced visualization workflows accessible through intelligent automation.

ElevenLabs Agents Platform MCP

MCP server giving Claude full control over ElevenLabs Conversational AI agents, conversations, knowledge base, tools, tests, telephony, and workspace settings.

hiveforge

MCP server for autonomous agent minting, crossbreeding, and evolution. Mint new AI agents with genetic lineage tracking, cross-breed capabilities between agents, run evolution cycles, and discover complementary agents in the HiveBazaar marketplace.

mcp-vroid

Enables MCP clients to drive VRoid Studio's GUI by launching the app, capturing screenshots, locating UI elements via OCR/color, and simulating clicks/typing to adjust parameters and export .vrm files.

mcp-google-forms

MCP server for managing Google Forms — quizzes, grading, images, responses.

@mcp-fe/react-tools

Don't let AI guess from screenshots. Give LLMs direct access to your React state, Context, and Data Grids. Features bidirectional communication via SharedWorkers & WebSockets. Docker gateway included.

Local-Safe-EMR-MCP

MCP server that provides local, de-identified access to a demo EMR database using a private LLM for de-identification, ensuring raw patient data stays local.

mcp-registry

An MCP server designed for interacting with the Model Context Protocol Registry API to discover and retrieve information about available MCP servers. It provides tools to search, list, and view detailed configurations and version history for servers within the registry.

Image-Generation-MCP

Enables text-to-image generation using the api.airforce API, with a generate_image tool and model discovery resource.

Audio File MCP App

Enables playing and inspecting local audio files in an MCP host with an in-conversation UI showing waveform, spectrogram, and loudness metrics, while exposing playback state and metadata to the model.

Gemini Search MCP Server

Utilizes Gemini API and Google Search to generate answers based on the latest information for user queries.

Maven Package README MCP Server

Enables AI assistants to fetch comprehensive information about Maven packages from Maven Central, including README content, package metadata, dependencies, and search functionality with GitHub integration.

ticksy-mcp

MCP server for the Ticksy support ticket API, enabling AI agents to read and write support tickets.