Discover Awesome MCP Servers

design-canvas-mcp

Enables AI agents to manage routes on the Design Canvas infinite canvas app, including adding, removing, listing routes, and capturing screenshots of the canvas.

MCP Obsidian

Enables semantic search across Obsidian vaults using vector embeddings and ChromaDB. Supports multiple vaults with real-time indexing and provides both MCP server and CLI interfaces for natural language querying of notes.

KYC MCP Server

Enables KYC (Know Your Customer) verification through API integration, supporting PAN card verification, PAN-Aadhaar link checking, and identity validation with advanced caching and rate limiting.

DebtStack.ai MCP Server

Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.

Figma to React MCP

Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.

Regen Network MCP Server

Provides programmatic access to the Regen Network blockchain, allowing AI agents to interact with ecological credit markets and track carbon or biodiversity assets. It includes over 45 tools for querying blockchain modules, analyzing marketplace dynamics, and performing portfolio impact assessments.

biliscribe

Extracts and formats Bilibili video content into structured text for LLM processing and analysis.

screenshot-mcp-server

A modern Model Context Protocol (MCP) Server for Windows Screenshots built with .NET 10. It simulates Print Screen functionality and enables AI assistants to capture screenshots.

google-search-mcp

Enables LLMs to perform real-time Google searches and retrieve web results via the MCP protocol.

miai

Open-source gateway for validated AI answers, serving scaffolds and cached responses via OpenMatch, with REST API and MCP support.

hk-housing-mcp-server

Enables querying Hong Kong private storage statistics such as completions, stock, and vacancy data via a FastMCP interface, sourced from the Rating and Valuation Department.

clawops

MCP-native infrastructure ops for deploying and managing self-hosted OpenClaw instances across cloud providers or local VMs, with read-only mode, destructive-action confirmation, and audit logs.

Redmine MCP Server

Enables AI assistants to interact with Redmine instances, managing issues, projects, and metadata through natural language commands.

Python Debug MCP Server

Enables AI-driven Python debugging with debugpy, allowing Claude Code to control breakpoints, stepping, variable inspection, and expression evaluation.

KryMark

MCP server for collecting and resolving website feedback via AI; reviewers click elements and type requests, then AI agents pull fix prompts and resolve notes automatically.

Risk Audit MCP

Enables security scanning of code projects to identify common vulnerabilities like XSS, injections, SSRF, and path traversal issues. Provides local, offline scanning with severity-grouped results and actionable fix suggestions for improving code security.

Web Intelligence MCP Server

Provides AI agents with real-time web capabilities including live search results, markdown web scraping, business lead generation, and detailed company information. It enables agents to bypass knowledge cutoffs by accessing current web data through a monetized Apify Actor.

tiny-go-mcp-server

Minimal Go library for building stdio MCP servers on the official go-sdk — struct-derived JSON Schema, tiny static binaries.

MCP-Odoo

A bridge that allows AI agents to access and manipulate Odoo ERP data through a standardized Model Context Protocol interface, supporting partner information, accounting data, financial records reconciliation, and invoice queries.

LangExtract MCP Server

A FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.

Open-Meteo MCP Server

Provides weather information through MCP tools, including city search, current weather, forecasts, comparisons, and warmest day identification, using the Open-Meteo API.

mcp-inegi

Provides access to Mexico's INEGI (national statistics office) indicators API, enabling AI agents to query statistical data through natural language or direct tool calls.

MCP Mobile Automation Test

A comprehensive server that integrates mobile testing frameworks with JIRA, generating BDD test scenarios and framework-compatible test scripts automatically.

MCP Screenshot Server

Enterprise-grade screenshot capture server for AI agents with multi-format support, PII masking, multi-monitor support, and security controls for capturing full screens, specific windows, or custom regions across Linux, macOS, and Windows.

OpenCapital MCP Server

Hosted MCP server providing read-only access to US public company fundamentals, segment breakdowns, peer comparisons, and earnings data sourced directly from SEC filings.

PubMed MCP Server

Enables AI assistants to search and retrieve biomedical research articles from PubMed's database of over 35 million citations, including metadata, abstracts, MeSH terms, and full-text PDFs when available.

A-Share MCP Server

A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

Open Enterprise AI MCP Server

Connects AI coding assistants like Claude Code, Cursor, and Windsurf to enterprise data sources (databases, files, APIs, etc.) via a single binary, with 45+ connector categories and built-in memory tools.

MCP Tool Server

Provides real-world tools for weather data, stock market information, and internet search through the Model Context Protocol. Integrates with OpenWeatherMap, Stooq market data, and Google Custom Search APIs.

blueprint-10k

An MCP server that provides deterministic finance tools for SEC filing analysis, enabling LLMs to compute financial ratios, fetch filings, and perform equity research without hallucinated numbers.