Discover Awesome MCP Servers

projscan

An MCP server that provides AI coding agents with AST-accurate, context-budget-aware codebase querying, safety gates, and team policy integration via structured tools and a local plugin layer.

Zerodha MCP Server

Enables natural language access to Zerodha trading accounts for retrieving portfolio holdings, positions, orders, funds, and real-time market prices. Supports secure authentication for Indian stock market trading operations via Claude, Cursor, and other MCP-compatible AI tools.

MediAssist AI

An educational healthcare assistant MCP server that provides medication information, interaction checks, symptom guidance, and health topic searches using local data and a local LLM.

ICF MCP Server

Enables lookup, search, browsing, and explanation of WHO's International Classification of Functioning, Disability and Health (ICF) codes and qualifiers via the WHO ICD-API.

WordComb MCP Server

Exposes a word combination engine with tools to generate permutations and check words against English and Arabic dictionaries, accessible via SSE.

Aare.guru MCP Server

Provides access to real-time and historical water conditions of the Aare river in Switzerland, including water temperature, flow rates, swimming recommendations, and data from multiple monitoring locations along the river.

Fusion MCP Server

Enables AI to analyze and transform data using fusion algorithms with statistical, machine learning, or hybrid methods. Provides seamless data format conversion and enhanced analytical capabilities through the Model Context Protocol.

byrdocs-search-mcp

Enables AI clients to search BUPT byrdocs materials, past exam papers, and freshmen knowledge base via natural language.

Public Gateway MCP

Connects AI assistants to Axcient for real-time data retrieval and actions through natural conversation.

zerodrop-mcp

Provides disposable email inboxes for AI agents to automatically receive and extract OTPs and magic links, enabling seamless email verification during autonomous workflows.

iTick MCP Server

Provides real-time financial market data for stocks across multiple markets (A-shares, Hong Kong, US, etc.) including live quotes, K-line data, tick data, order book depth, technical indicators, and money flow analysis through the iTick API.

TraceBug

Local stdio MCP server that gives AI coding agents (Claude Code, Cursor, Windsurf) read-tools over TraceBug bug-report .html files — session replay, console errors with stacks, network activity, and a millisecond repro timeline. All data is read from local disk; zero network connections. Free, MIT. Unedited crash-to-root-cause transcript: tracebug.dev/proof

SmartBrowserMCP

A Model Context Protocol server for web automation that enables browser control, element interaction, content extraction, and monitoring using Playwright.

swagger-docs-mcp

Connects AI agents with Swagger/Knife4j API documentation, enabling real-time retrieval, search, and structured understanding of API interfaces, parameters, and schemas.

SwipeBuilder MCP Server

Enables programmatic access to your SwipeBuilder ad swipe library to retrieve saved ads and manage collections across various social media platforms. It allows for filtering swipes by platform or format and provides tools to monitor API credit usage through natural language.

fd-mcp

Provides fast file search capabilities using fd (a modern find alternative), enabling AI assistants to efficiently navigate codebases, search file contents with ripgrep, and execute commands on matched files.

Gortex

High-performance code graph and code intelligence engine. Index code base into knowledge graph, supports 257 languages and native multi repositories environment

IntentForge MCP Server

Enables coding agents to convert natural language engineering prompts into editable parametric CAD models with deterministic parsing, validation, and edit support.

MCPedia

Local codebase RAG and MCP server that indexes repository source code and documentation into a searchable LanceDB store, enabling AI assistants to query repository knowledge through the Model Context Protocol.

searchpin

Free self-hosted web search for AI agents with multi-engine parallel search, semantic re-ranking, and native China network support. Zero API keys.

Roblox Studio MCP

Connects AI assistants to Roblox Studio, enabling them to interact with instance hierarchy, edit Luau scripts, manage properties, and sync files over a local connection.

Tribunal TJSP: Lista de Processos (eproc) MCP Server

MCP server for querying case lists from the TJSP court (eproc) via official sources. It provides one read-only tool to consult court cases through natural language in any MCP-compatible client.

SiliconFlow Flux MCP 服务器

Here are a few possible translations, depending on the specific nuance you want to convey: * **Literal Translation:** MCP de generación de imágenes por IA basado en puertos de flujo de silicio. * **More Natural/Common Translation:** MCP de generación de imágenes con IA basado en puertos de flujo de silicio. * **Emphasis on "AI-powered":** MCP de generación de imágenes impulsado por IA basado en puertos de flujo de silicio. **Explanation of Choices:** * **MCP:** This is likely an acronym and should remain as is. Without knowing what it stands for, I can't translate it. * **"Basado en":** This is the standard translation for "based on." * **"Puertos de flujo de silicio":** This phrase seems technical and should be translated directly. * **"Generación de imágenes por IA" vs. "Generación de imágenes con IA":** Both are correct. "Por IA" is more literal, while "con IA" is often more natural in Spanish. * **"Impulsado por IA":** This emphasizes that the AI is the driving force behind the image generation. **Recommendation:** I would recommend using **"MCP de generación de imágenes con IA basado en puertos de flujo de silicio"** unless you have a specific reason to prefer the more literal "por IA" or want to emphasize the AI aspect with "impulsado por IA." To give you the *best* translation, please provide the full meaning of "MCP" if possible.

ngmcp

Enables AI agents to query and browse Norton Guide database files, providing tools for reading entries, searching, and navigating menus.

GitMCP

Transforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage examples.

mcp-the-guardian

Enables searching and retrieving articles, sections, and tags from The Guardian via the Guardian Open Platform API.

resume-onepage-autofit-mcp

From markdown resume to formatted PDF, a MCP server that generates single-page PDF resumes with smart overflow detection and layered content reduction strategies

GPTkms

Local-first Knowledge Management System that exposes markdown-based durable memory as MCP tools for Codex and ChatGPT, enabling search, read, write, and promotion workflows with project and global scopes.

Gemini Streamable HTTP MCP

A Docker-based deployment that wraps the Gemini MCP server with supergateway to expose its tool capabilities over Streamable HTTP. It enables users to perform image-editing workflows and interact with the Google Gemini API using a standardized web-accessible endpoint.

MYOB Codex MCP

Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only tools by default and mutating actions that require explicit approval before commit.