Discover Awesome MCP Servers

ansa-mcp

An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, enabling geometry operations, model management, and solver deck export.

MCP GitHub Navigator

MCP server for AI agents to securely access GitHub data, including listing repositories and user profile info via the GitHub API.

selagent

A Selenium-based MCP server that exposes browser automation tools for navigation, interaction, form filling, and assertions, enabling AI agents to control web browsers through natural language.

GitHub MCP Server

Enables access to GitHub repositories and data through the GitHub API. Supports retrieving repositories, issues, pull requests, and searching code across GitHub with authentication via personal access tokens.

universal-memory-service

Self-hosted service providing unified memory search and write operations across file-based memory, vector embeddings, and the Graphiti temporal knowledge graph, accessible via HTTP API or MCP stdio transport.

nutrition-mcp

MCP server for USDA nutrition data lookup, meal logging, and daily macro tracking.

Bildungly Mein NOW MCP

An AI-native Weiterbildung discovery layer over Mein NOW course data, providing tools for course search, profile matching, and fit explanation via MCP.

ExpenseTracker MCP Server

A lightweight server built with FastMCP and SQLite for managing personal finances. It allows users to add, list, and summarize expenses by category through MCP-compatible clients.

whichmodel-mcp

A model routing advisor for autonomous agents — get cost-optimised LLM recommendations via MCP.

obsidian-cli-mcp

MCP server for the Obsidian CLI with controlled profiles for governed read-only and mutation operations, plus a personal-unrestricted profile for full access.

Wakapi MCP Server

Enables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.

SysControl MCP

Enables Claude Desktop to monitor and control your computer system with 90+ real-time tools covering CPU, RAM, GPU, disk, network, processes, and more, plus extensions for file management, code editing, and web research.

memory-mcp

Multi-tier memory system for AI assistants, integrating semantic, episodic, time-series, and spatial memory with pattern detection and MCP tools.

bhinneka

MCP server providing flight search, web search, URL fetching with JS rendering, and documentation search tools.

Orcorus Repository Scanner

Scans GitHub repositories for security vulnerabilities by cloning, performing static analysis, secret detection, build verification, and AI-powered OWASP-aligned code review, producing a scored SECURITY.md report.

agent-tools-mcp

Enables MCP-compatible agents to discover and call x402 paid services from a directory of over 2,000 APIs.

PostgreSQL MCP Server

Enables interaction with PostgreSQL databases through both HTTP and Stdio transports, supporting read-only SQL queries, table listing, and schema inspection. Features stateful session management for HTTP transport and flexible deployment options including Docker support.

dbx

MCP server for DBX, a universal database manager supporting 70+ databases, enabling natural language queries and database management through MCP.

nexus-mcp

MCP server that wraps the nexus CLI, giving AI agents cross-session memory, semantic search, preference learning, and smart context injection.

Square MCP Server

Một máy chủ cho phép tương tác với API của Square thông qua Goose, hỗ trợ các truy vấn về địa điểm, khách hàng và nhiều hơn nữa với khả năng bảo toàn ngữ cảnh và phản hồi tuân thủ MCP.

Guardian MCP

Security layer for AI agents that evaluates transaction intents and returns verdicts (ALLOW/WARN/DENY) using deterministic rules, on-chain checks, and simulation.

HealthcareRAGTools

An agentic AI system that enables healthcare professionals to log patient symptoms, retrieve similar clinical cases, and search medical documents using RAG. It integrates a Chroma vector database with the Model Context Protocol to provide real-time clinical decision support.

bestuser-router-mcp

Routes natural-language intent to SigRank's leaderboard with behavioral framing and competitive context, enabling AI assistants to answer queries like 'who is the best AI user?' with rank, percentile, and delta metrics.

Sera MCP Server

Enables AI assistants to query market data, check balances, execute swaps, and manage orders on the Sera stablecoin exchange platform through natural language.

Context Processor

An MCP server for saving, managing, and enhancing context with pre-processing strategies like clarification, analysis, and search optimization.

coven-mcp

MCP server for website auditing and AI visibility measurement using the COVEN v2.0.1 methodology, offering tools to scan, score, and optimize sites for agent traffic.

UILM MCP Server

MCP server for the SELISE Blocks UILM API, providing translation key management tools for Claude Code, Cursor, and any MCP-compatible client.

SongForge-MCP

Generates original AI music through Claude, powered by ACE-Step 1.5, running entirely on your local machine with no cloud dependency.

web perception

Give your AI ears and eyes and perception