Discover Awesome MCP Servers

getcourse-mcp

Automates a GetCourse account from an AI agent — grant lesson/training access, manage users and groups — with no official API.

MemMCP

A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead logging and FAISS hybrid vector search for deterministic, secure memory operations.

Bug Bounty MCP Server

Provides Claude Code with access to a comprehensive bug bounty knowledge base including techniques, payloads, wordlists, and real-world reports through 14 tools for searching, retrieving payloads, and assessing report quality.

Plausible Analytics MCP Server

Enables AI assistants to query website statistics from Plausible Analytics, providing access to metrics like real-time visitors, traffic trends, and page performance. It supports both Plausible Cloud and self-hosted instances through the Stats API v2.

rollin-mcp-server

Wheelchair accessibility data for 105,000+ locations across 15 US states. Enables search, details, and feedback submission through natural language.

seoagent

Agent-first SEO toolkit with 24 MCP tools for keyword research, rank tracking, site audits up to 50k pages, competitor analysis, content gap detection, domain reputation, backlink intelligence, Google Search Console integration, and AI-powered strategy generation with Claude, GPT, and Ollama. SQLite-backed and bring-your-own-key.

Pearch

This project provides a tool for searching people using the Pearch.ai, implemented as a FastMCP service.

nano-gpt-mcp

Provides access to 700+ AI models for text, image, video, and audio generation via the NanoGPT API, enabling direct use from Claude Code or any MCP-compatible client.

Style-Coach-MCP

Provides data-driven cover letter coaching by analyzing tone, keywords, and structure using a database of successful examples and corporate strategy reports.

frappe-api-mcp

Enables interaction with Frappe and ERPNext sites through their REST API endpoints. It supports standard HTTP methods for performing CRUD operations and managing site data using natural language.

MCP Financial Tools

Provides actionable financial intelligence tools for AI agents including insider buying signals, earnings IV plays, market pulse, stock analysis, and options strategies via free public data sources.

Math Operations MCP Server

Enables performing arithmetic operations (add, subtract, multiply, divide, power, modulo) via natural language through HTTP SSE transport, allowing integration with Claude or other MCP clients for AI-powered calculations.

Obsidian MCP Second Brain Server

Enables read-only access to Obsidian vaults with semantic search, tag filtering, and metadata queries. Provides secure, intelligent note retrieval and summarization for LLMs without modifying your vault.

MCPBridge

Connects AI assistants to PostgreSQL databases with production-grade safety features including query validation, guarded writes, rate limiting, and audit logging.

Polymarket MCP Server

MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables AI agents to discover markets, check prices, and place trades programmatically.

vault-kv-mcp

A read-only MCP server that provides tools to read, list, and inspect secrets from HashiCorp Vault's KV secrets engine (versions 1 and 2) using a Vault token.

Junos MCP Server

Enables LLM interactions with Juniper Junos network devices, allowing natural language access to device configuration, monitoring, and management operations through secure SSH connections.

Aare MCP

Enables formal verification of LLM outputs against compliance ontologies using Z3 SMT solver. Validates that AI-generated content adheres to regulatory requirements like HIPAA or mortgage compliance rules.

ui-mcp

Gives MCP clients access to a registry of elite UI patterns, components, and motion configs with real, copy-pasteable React/TSX implementations.

memocean-mcp

Local-first AI Memory MCP server for AI agents to search and manage knowledge stored in Obsidian vaults, optimized for CJK languages with zero AI dependency.

Context7 MCP Server

Context7 MCP 服务器 (Context7 MCP fúwùqì)

SeedDream 4.0 Replicate MCP Server

Enables high-quality image generation using Bytedance's SeedDream 4.0 model via Replicate, supporting bilingual prompts and high-resolution 2K outputs. It allows users to create photorealistic portraits and images with accurate text layout through simple natural language commands.

Naver Search Docs MCP Server

Searches for official documentation using Naver Search API and filters results with Gemini AI to identify and return authoritative documentation URLs with descriptions.

Crypto Trader MCP Tool

Provides cryptocurrency market data using the CoinGecko API

PrecisionContextEngine

Enables AI coding agents to efficiently navigate and understand large codebases by providing tools for entry point location, call chain analysis, and impact assessment, reducing context consumption and model costs.

devdoc

A documentation MCP server that crawls websites and Git repositories, stores them as Markdown, and provides tools to search and retrieve documentation for local LLMs and AI agents.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

Disco Engine

Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM containing the game's script and rules, plus a real-time browser observatory.

mcp-data-grandparissud

Enables searching and querying Grand Paris Sud open data (urban services, mobility, environment) via ODSQL.

coinopai-mcp

Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropayments, USDC/Base.