Discover Awesome MCP Servers

Vision OCR MCP

Local OCR (RapidOCR) plus optional Qwen-VL for image summarization, supporting both file paths and clipboard images.

paraswap-mcp

MCP server that builds unsigned Paraswap token swap transactions for self-custody wallets, holding no keys and signing nothing. It returns raw transaction data for a human to review and approve before execution.

Garmin MCP Server

Connects to Garmin Connect and exposes fitness and health data via 110+ tools for activities, health metrics, workouts, training analytics, and more to MCP-compatible clients.

OpenDirectories MCP Server

Enables searching 12M+ verified businesses across 10 countries and 19 directories, with tools for lead generation, competitive analysis, and market research.

MCPSearch

AI-powered multi-source research and crawling platform with MCP integration, enabling web search, crawling, social source aggregation, and structured research workflows.

H1B Job Search MCP Server

Enables searching and analyzing H-1B visa sponsoring companies using U.S. Department of Labor data. Supports filtering by job role, location, and salary with natural language queries to find direct employers and export results.

agent-runtime-mcp

Enables persistent task and goal management with AI-powered decomposition, cross-session continuity, and fault-tolerant multi-agent pipelines.

Mimo Vision MCP

An image recognition MCP server based on mimo-v2.5, enabling AI assistants to describe images, extract text via OCR, and output structured information in JSON or table format.

Specif-ai MCP Server

Specif-ai 플랫폼을 위한 비즈니스 요구사항, 제품 요구사항, 사용자 스토리와 같은 명세 문서와의 상호 작용을 가능하게 하는, stdio를 통해 Model Context Protocol 서버를 실행하는 CLI 도구입니다.

JustFill PDF Forms

Fill any PDF form with AI agents — ML field detection on scans, visual review loop, reusable templates, and native AcroForm fill via justfill.app.

GnuRadio

GnuRadio

VeriTR

MCP server that unifies official Turkish open data sources into a single interface, letting AI agents query and compare normalized indicators like population, inflation, and GDP through natural language.

Protein Design MCP Server

Enables LLM agents to design proteins, predict structures, score interfaces, and run molecular dynamics simulations through a unified interface.

mongo-mcp

Enables CRUD operations on MongoDB databases and collections, including listing databases and collections, via MCP tools.

Aurey Wallet MCP

Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances, swap tokens, and securely execute transactions via 1Claw Intents without exposing private keys.

codeprint

An MCP server that indexes your git history and serves your personal coding style back to Claude as style rules, exemplars, and refinement patterns for style-conditioned code generation.

Motion MCP Server

Connects Claude.ai to your Motion workspace, enabling task and project management via natural language.

@alexandrebouchez/batch-mcp

MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enabling agents to manage profiles, send push notifications, orchestrate campaigns, and handle data exports through typed tools.

mcp-auth-fixture

Minimal mock MCP server for testing authentication with dynamic API key and username/password, deployable on Vercel.

CtrlTest MCP Server

Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.

SpiderFoot MCP Server

Enables interaction with SpiderFoot's OSINT scanning capabilities through Claude and other MCP-compatible tools. Supports comprehensive scan management, real-time monitoring, result retrieval, and export functionality for reconnaissance and investigation workflows.

Robots Compliance Scrape Workflow MCP Server

An MCP server for AI-agent web scraping that enforces robots.txt compliance and requires user confirmation of scrape plans, packaging scraped data with provenance evidence.

PipeCD Docs MCP Server

Enables searching and retrieving official PipeCD documentation through full-text search and document retrieval. Clones PipeCD docs from GitHub and indexes Markdown files for quick access to titles and content.

File Search MCP

Search local file contents recursively with keyword matching

Dumpling AI MCP Server

Integrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.

MCP HTTP Fetcher Server

Fetches web pages from HTTP/HTTPS URLs and converts them to Markdown format. Supports both SSE and Stdio protocols for web deployments, Kubernetes environments, and desktop clients.

XHS-MCP

Enables content creators to manage, analyze, and publish Xiaohongshu (Little Red Book) content through browser automation, with built-in templates, data analytics, and scheduling capabilities accessible via CLI or AI assistants.

mcp-threatfox

Enables searching for indicators of compromise from ThreatFox by file hash (MD5/SHA1/SHA256) or malware family name.

Bhived

Shared memory MCP for AI agents. one agent solves it, every other agent learns.

Twitter Spaces MCP Server

Enables downloading and AI-powered transcription of Twitter Spaces audio recordings with multiple output formats including speaker diarization, time-coded text, and summaries.