Discover Awesome MCP Servers

dependency-remediation-mcp-server

Automates remediation of Java library vulnerabilities by processing a security advisory Excel export, scoping to a Spring Boot Maven app, applying version upgrades to pom.xml, and verifying the build.

SAP Digital Manufacturing (DMC) MCP Server

Enables AI-powered manufacturing operations analysis and automated report generation from SAP DMC, with direct delivery to MS Teams.

blueprint-modular

Read-only catalog of the @blueprint-modular/core design system (104 components). Four tools — list/search/get components and suggest compositions. Public, no auth, Streamable HTTP.

AFFiNE MCP Server

Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user authentication via session cookies or personal access tokens.

postgres-mcp-hardened

A drop-in Model Context Protocol (MCP) server that lets an AI agent query PostgreSQL — read-only, enforced at the database level, with real SQL validation, timeouts, cost limits, OAuth 2.1, and an audit trail.

Deribit MCP Server

Enables real-time cryptocurrency price monitoring and intelligent alerts for Deribit exchange through Claude Desktop. Set price alerts using natural language and receive instant Telegram notifications when conditions are met.

Microsoft GitHub Advisory MCP Server

Enables querying GitHub Security Advisories from a local cloned advisory database using tools like list_advisories and get_advisory.

Trend Radar

An MCP server that fetches live trends from X, Google News, GitHub, and Hugging Face, and generates a self-contained HTML dashboard displaying top 20 lists for AI news, coding repositories, and models.

No MCP server described

The README is a completion certificate for the GitHub Skills exercise and does not contain any description of an MCP server.

Mavis MCP Server

Exposes Mavis's coding tools (bash, edit, git, supabase) to Claude Code via the Model Context Protocol, enabling Claude to reason and execute commands in a sandboxed workspace.

ollama-agents-mcp

Runs a local Ollama multi-agent pipeline with collector, writer, and reviewer roles to transform messy notes into structured reports with a quality gate.

x402-fetch-mcp

MCP server that enables AI agents to automatically pay for and access paywalled content via the x402 payment protocol.

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

MCP Inventario

Enables inventory management through MongoDB with tools for creating, listing, searching, updating, and deleting items and categories. Supports natural language interactions via Groq AI integration.

jwt-doctor-mcp

Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for security vulnerabilities, including HMAC secret cracking, live JWKS verification, and CVE fingerprinting.

Tesy 56 MCP Server

Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP tools for seamless integration and interaction with Tesy 56 endpoints.

Smart Connections MCP Server

Enables semantic search and related-note discovery across an Obsidian vault via MCP, providing RAG context blocks for natural language queries.

cnpj-br

Brazilian company-registry lookup via Receita Federal, allowing AI agents to query CNPJ data.

SeedanceAI MCP Server

Enables AI clients to access SeedanceAI's video generation platform information, including styles, pricing, docs, and FAQ, without requiring API keys.

B2Brilliant MCP Server

Enables business analysis, compatibility checking, and marketing campaign creation using the B2Brilliant API. Tools allow discovering and refining business information from URLs and generating personalized outreach campaigns.

mcp-memory-vault

A self-hosted memory layer for Claude using plain markdown files, enabling persistent context across different Claude accounts.

Monobank MCP Server

Enables interaction with Monobank personal accounts through MCP tools to fetch client information, account details, and transaction statements for specified time periods.

serper-discover-mcp

Korean-aware Google search and place discovery server using Serper API. Features include web search, Naver blog/cafe search, and a unique discover_places tool that generates queries from Korean area and category to extract place names.

elicitly

An MCP server that enables human-in-the-loop elicitation, letting AI agents ask users questions via tools like elicit_confirm and elicit_form, with diagnostics to verify host elicitation support.

state-of-ai-in-design-systems

Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.

Xfeatures Athenaeum MCP

A Model Context Protocol server providing secure, authenticated access to an organization's knowledge layer—exact facts, documents, and semantic search—with per-call authorization and audit, never letting callers directly touch D1, R2, or AI Search.

AlgoVoi MCP Server

Accept crypto payments on Algorand, VOI, Hedera & Stellar. Create hosted checkout links, verify on-chain payments, and generate MPP/x402/AP2 challenges from any MCP client. Supports all 16 AlgoVoi networks (USDC + native on mainnet + testnet).

Grok Imagine Image 2 MCP Server

Enables image generation and editing via the Grok Imagine Image 2.0 API, supporting text-to-image, image-to-image editing, multi-reference generation, local uploads, and asynchronous job polling.

MCP Fantastical Server

Enables natural language calendar management through Fantastical on macOS, allowing users to create events, view schedules, search appointments, and navigate their calendar without leaving their AI conversation.

MCP Observability Server

Exposes an observability REST API as MCP tools, enabling incident investigation through automated correlation of deploys with errors, log and metrics queries.