Discover Awesome MCP Servers

Mermaid SVG MCP Server

Generates SVG diagram files from Mermaid syntax with support for multiple themes and customizable backgrounds, using Puppeteer for reliable rendering.

Logica Context

An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

ID Factory MCP Server

Provides unified ID handle resolution and querying functionality through the ID Factory API, supporting single and batch ID parsing, component analysis, and detailed metadata retrieval including site information, attribution, and permissions.

openground

On-device documentation search for agents

MCP Perplexity Server

A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

markdown-for-agents-mcp

MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.

OriginUI MCP Server

Enables searching, browsing, and installing OriginUI components through the Model Context Protocol. It provides detailed component information, visual previews, and installation commands compatible with the shadcn CLI.

NotebookLM MCP Server

Enables direct integration with Google NotebookLM from MCP clients, allowing agents to query notebooks, manage libraries, and get grounded research answers without manual copy-pasting. Uses browser automation to maintain persistent authentication and provides RAG-style research capabilities within code editors.

ADP MCP Server by CData

ADP MCP Server by CData

Personal Research Assistant MCP

Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

Mailgent MCP Server

Provides identity infrastructure for AI agents to manage email communications, including sending, replying, and organizing messages. It also includes a secure vault for managing credentials and generating TOTP codes.

Penumbra MCP Server

用于 Penumbra 的 MCP 服务器，允许 AI 代理操作 Penumbra 钱包。

Ollama MCP Server

Enables Claude to delegate coding tasks to local Ollama models, reducing API token usage by up to 98.75% while leveraging local compute resources. Supports code generation, review, refactoring, and file analysis with Claude providing oversight and quality assurance.

PostgreSQL MCP Server

Enables exploration and querying of PostgreSQL databases through natural language. Supports listing tables, viewing schemas, executing SELECT queries, filtering records, and retrieving database statistics.

cURL MCP Server

Enables LLMs to make HTTP requests using structured cURL commands with support for multiple authentication methods, custom headers, and comprehensive request/response control.

VULK MCP Server

Enables AI assistants to generate, edit, and deploy production-ready full-stack applications through VULK's automated development pipeline. It supports multi-file code generation, browser verification, and exports to web, PWA, and mobile platforms.

solitaire-ai

Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

mcp-longbridge

LongBridge Securities Model Context Protocol (MCP) Server

Taiga MCP Server

Enables seamless integration between Large Language Models and Taiga project management platform, allowing users to manage projects, user stories, tasks, and team collaboration through natural language commands.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search and retrieve comprehensive information about movies, TV shows, and people. It supports trending lists, recommendations, and media details, returning results in Chinese by default.

PentestThinkingMCP

Enables automated penetration testing workflow planning using Beam Search and Monte Carlo Tree Search algorithms to generate step-by-step attack paths, score vulnerabilities, and recommend tools for reconnaissance, exploitation, and privilege escalation tasks.

test-12-mcp

Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.

Zhipu AI Image Generation MCP Server

Enables high-quality image generation using Zhipu AI's CogView models through the Model Context Protocol. Users can generate, download, and manage images with customizable sizes and quality settings.

sitey-free-domain

Tool 1. list_domains List available root domains (sitey.one, sitey.my, etc) 2. check_availability Check if a subdomain is free 3. create_subdomain Create A or CNAME record 4. create_txt_record Create/update TXT record (domain verification) 5. delete_txt_record Delete a TXT record 6. list_subdomains List your subdomains 7. update_subdomain Change record value 8. delete_subdomain Remove a subdomain

Kirha Crypto Smithery Gateway

Enables execution of crypto-related tool planning through Kirha AI's API with configurable verticals, dynamic tool registration, and session-based authentication for secure cryptocurrency operations.

Project Memory MCP

Provides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.

Portainer MCP Server

Enables AI assistants to manage Docker containers, stacks, images, volumes, and networks through Portainer's API. Supports listing resources, viewing logs, and performing container operations with configurable write permissions.

World Weather Online MCP

World Weather Online MCP Server gives AI agents direct access to one of the world's most comprehensive weather APIs — trusted by 300,000+ developers and used by major airlines and airports worldwide. Tools available: * get_weather — current conditions and up to 14-day hourly forecasts for any city, postcode, or lat/lon * get_historical_weather — past weather data from July 2008 onwards, up to 30-

MCP Infra Lens

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.