Discover Awesome MCP Servers

transit_functiongemma_mcp

Generates transit route information by routing user queries to MCP tools using a fine-tuned FunctionGemma model, relying on a fixed API for actual transit data and avoiding natural language generation beyond tool calls.

VoIPBin MCP Server

Um servidor de Protocolo de Contexto de Modelo que permite que modelos de IA interajam com os serviços VoIP da VoIPBin, suportando funcionalidades como gerenciamento de chamadas, gerenciamento de agentes, campanhas, conferências e funcionalidade de chat.

robinhood-chain-mcp

Provides read-only access and unsigned transaction building for the Robinhood Chain Arbitrum Orbit L2, including NFT, ERC-20, stock tokens, oracles, and EIP-3009 tooling.

VulnFeed

An MCP server that scans your lockfiles (npm, PyPI, Go, Rust, Ruby, PHP) for known vulnerabilities, enriches with EPSS exploit probability scores, and recommends fix versions. $14/mo — not per-seat.

BrowserAgent

MCP server for Puppeteer-based browser automation with a unified observe (a11y snapshot + pixel overlay), diff engine, event layer, and action primitives.

zod-contract-mock-forge-mcp

An MCP server that turns Zod schemas into mocks, violations, and contract tests, enabling AI agents to reason about API contracts without manually crafting payloads.

AWS PostgreSQL MCP Server

An MCP server allowing AI assistants like Claude to execute read-only SQL queries against AWS PostgreSQL databases, enabling data retrieval while preventing database modifications.

Arcana

Enables AI agents to play a procedurally generated roguelike dungeon game with cross-model leaderboards and weekly challenges.

MCP Blog Demo

Enables Claude to manage blog posts via MCP, supporting CRUD operations, search, and statistics with Express and MongoDB.

Proton Mail Bridge MCP

Professional Proton Mail management with 20+ tools, advanced analytics, and seamless Proton Bridge integration.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

Vector Task MCP Server

A secure, vector-based task management server for Claude Desktop using sqlite-vec and sentence-transformers. It provides intelligent task tracking with semantic search capabilities to organize and retrieve development tasks efficiently.

mcp-server-swapy

MCP server for querying the Star Wars universe via the SWAPI API, providing access to characters, films, starships, vehicles, species, and planets.

Telegraph MCP Server

Enables AI assistants to create, edit, and manage Telegraph pages programmatically with support for Markdown content, templates, and page export/backup functionality.

mcp-vocabulary-trainer

A local multilingual vocabulary trainer with Leitner spaced repetition and MCP integration, enabling ChatGPT to manage vocabulary, domains, conjugations, and review schedules persistently.

PopUI

Um aplicativo de desktop complementar que permite a interação bidirecional entre o Claude Desktop e elementos visuais da interface do usuário, permitindo que o Claude exiba, leia e escreva em interfaces interativas enquanto processa eventos e feedback do usuário.

a360-mcp

MCP server for Automation Anywhere Automation 360 Control Room that diagnoses bot execution failures by mapping errors to specific actions and providing actionable context.

Groww MCP Server

Enables interaction with the Groww trading platform to fetch portfolio data, get live stock quotes and historical market data, and place, modify, or cancel stock orders through natural language commands.

JSONPlaceholder MCP Server

Enables querying and managing the JSONPlaceholder API (posts, users, comments) through natural language via the Model Context Protocol.

mcp-server-anydoc

Local MCP server that converts PDF, Word, PowerPoint, Excel and more to Markdown on your machine, enabling coding agents like Claude Code and Cursor to read office files in the repo.

MCPSS - Model Context Protocol Smart Server

MCP Smart Server

OpenViking MCP Server

Provides semantic search and tiered loading (L0/L1/L2) to access OpenViking context DB from Claude Code, saving tokens by loading only the needed detail.

LLM Toolshed MCP Server

An MCP server providing RAG and CAG capabilities for querying and augmenting BambiSleep knowledge base data.

legacy-web-mcp

Automatically crawl and analyze legacy web applications to generate documentation and modernization plans.

currency-exchange-mcp

Real-time currency exchange rates and crypto prices via MCP. Convert between 60+ fiat currencies and 30+ cryptocurrencies with multi-source failover. No API keys needed for upstream data.

Regression-JIRA Integration System

Enables intelligent analysis of regression test failures and automatic discovery of solutions in JIRA. Analyzes test logs using AI-driven algorithms and matches errors with relevant JIRA issues through natural language interactions.

MoonMCP

A scope-aware bug-bounty & reconnaissance MCP server that works out of the box on the Python standard library and augments itself with your favourite CLI tools when they're present.

DouYuSearcher MCP Server

A lightweight MCP server that allows querying and searching for Douyu live streaming room information by room ID or keywords, returning results in Markdown format.

victron-tcp

Connect AI assistants to Victron Energy systems to read real-time solar, battery, grid, and inverter data from your local network via Modbus TCP or MQTT.

agentram-mcp

Provides persistent memory for AI agents via 10 MCP tools that map to the AgentRAM REST API, enabling store, retrieve, search, and share memories across personal and shared namespaces.