Discover Awesome MCP Servers

UltraCode

MCP server for AI coding agents that builds a complete code structure graph and semantic vector index, enabling fast querying of code entities, relationships, and impact analysis.

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

VisionMCP

A visual compiler and verifier for coding agents that turns rendered evidence into inspectable visual programs with tamper-evident receipts.

Personal Resume Agent

Enables Claude to intelligently query and analyze your resume using RAG technology. Supports skill matching against job requirements and answering questions about your professional background from locally stored resume files.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with MCP clients like Claude Desktop and Cloudflare AI Playground.

feishu-enhance-mcp

Enables real-time Feishu message monitoring, sending, file upload to cloud documents, and supports async and scheduled tasks via MCP.

AI_Calling Retell HubSpot MCP Server

Enables AI assistants to check tour availability, book tours via HubSpot Scheduler, and log call sessions to Supabase.

NetMap — Network Diagram MCP

Visual network topology editor with AI agent integration via MCP. One-click SSH + web-service access from any node, nmap/CSV import, smart auto-layout, multi-sheet, local-first. Open-source successor to netViz (CA Technologies 1990-2012)

MCP Secure Local Server

A security-focused Model Context Protocol server that enables controlled local tool execution through strict network firewalls, filesystem protections, and rate-limiting policies. It features a plugin-based architecture for progressive tool discovery and includes reference implementations for web searching and bug tracking.

DICOM MCP Server

Enables AI assistants to query, read, download, and move medical imaging data on DICOM servers (PACS, VNA) including patient searches, study retrieval, PDF report extraction, and image transfer to AI endpoints for analysis.

tg-mcp-spy

Caches Telegram channel posts locally in SQLite and exposes them via MCP tools for querying and management.

Fonbet MCP

MCP server for reading Fonbet sports events and odds, enabling search for events, retrieval of odds, and value-bet checking via natural language.

MCP Maven Server

Wraps Maven and Spring Boot operations for Claude Code, providing structured JSON output instead of raw build logs to save tokens and focus on code fixes.

Memory Bank MCP Server

A Model Context Protocol server that provides structured workflow tools for managing software development projects through different complexity levels, offering specialized modes for project planning, design, implementation, and documentation.

ypollak2/llm-router

Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.

Solana DeFi Intelligence MCP Server

An MCP server that gives AI agents real-time Solana DeFi intelligence — smart money tracking, rug detection, wallet analysis, and token research.

Telegraph MCP Server (Python)

Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit, and export Telegraph pages. Supports account management, templates, Markdown/HTML formatting, and page backup functionality.

srs-mcp

Enables agents to perform spaced-repetition learning with FSRS scheduling, including adding cards, reviewing due cards, and grading recall, using a headless SQLite or Postgres backend.

px-pipe-mcp

Renders large text blobs as dense PNG image pages via pxpipe, enabling vision models to read content at ~3x token efficiency with a single inline image block.

Mesh Design System MCP Server

A Model Context Protocol server that provides AI assistants access to Mesh Design System components and design tokens, enabling AI-powered development tools to natively understand and utilize these UI components.

io.github.daedalus/mcp-telegram-bot

MCP server that exposes a Telegram bot, enabling sending messages and retrieving updates through natural language.

kwork-mcp

MCP server that exposes 25 tools for the Kwork freelance marketplace — browse projects, submit offers, manage orders, send messages, and more.

SageMath MCP Server

A universal mathematics MCP server that gives LLM clients full access to SageMath for symbolic calculus, number theory, linear algebra, and more, with persistent state across tool calls.

anki-mcp

MCP server for Anki via AnkiConnect, enabling creation, search, and management of flashcards directly from Claude Code or any MCP client.

AI-Notion Integration MCP Server

Enables AI assistants to save and manage question-and-answer pairs within a structured Notion database. It provides tools for database setup, entry creation, and querying existing conversation history.

MemoryBuddy

A shared memory MCP server for AI agents that provides persistent, semantic memory across sessions and tools, enabling long-term recall and context sharing.

Blackboard MCP

Cross-session coordination server for Claude Code that manages file claims, build locks, shared knowledge, and provides a real-time dashboard to prevent conflicts across multiple sessions.

Any API MCP Server

Dynamically converts any API with an OpenAPI v3 specification into MCP tools for AI assistants. It supports multiple authentication methods including OAuth2, Bearer tokens, and API keys for flexible integration.

bitbucket-server-mcp

Enables to interact with Bitbucket Server repositories, pull requests, and code reviews, including file browsing, PR management, and review actions through natural language.

RunPod MCP Server

A Model Context Protocol server that enables interaction with the RunPod REST API through Claude or other MCP-compatible clients for managing pods, endpoints, templates, network volumes, and container registry authentications.