Discover Awesome MCP Servers

ansible-aap

Enables LLMs to discover and launch Ansible job templates on Ansible Automation Platform, monitor job status, and retrieve outputs.

vm-lab-agent

An MCP server for managing home lab VMs and PNETLab topologies, enabling AI agents to power VMs, handle snapshots, and verify device configurations with explicit allowlists and confirmation gating.

Article Quadrant Analyzer MCP Server

Extracts content from articles, URLs, and images (via OCR), then generates intelligent 2x2 quadrant analysis visualizations in Chinese with direct ASCII matrix output for analyzing work processes, collaboration patterns, and content strategy.

Email MCP Server

Enables AI to send, read, search, delete and reply to emails through SMTP or Gmail API, supporting common email services like QQ, 163, Gmail and Outlook with HTML/text formats and attachments.

pdf-toolkit-mcp

A comprehensive MCP server with 37 tools for PDF operations including reading, searching, creating, merging, splitting, watermarking, form filling, and more, built on open-source libraries.

itin-finance-mcp

Read-only MCP server for the ITIN finance network, providing a verified institution directory, editorial guides, FAQs, and state-level context for ITIN holders seeking loans and credit cards.

x402 MCP Payment

Enables AI agents to access paid content by integrating cryptocurrency payments through the x402 protocol, allowing LLMs to verify payments and retrieve paid resources automatically.

BackCrew HubSpot MCP Server

Enables AI assistants to interact with a HubSpot CRM account via natural language, starting with read-only lookups and optionally enabling write operations like creating contacts, deals, and notes.

易．地圖 MCP Server

Enables AI assistants to analyze I Ching hexagrams and geographic feng shui for Taiwan locations, including business site evaluation and article search.

graph-arch

Neo4j-backed MCP server managing code architecture dependency graphs, enabling AI agents to query impact, submit change intents, and coordinate reactive multi-agent workflows.

cadence

Provides Claude with real-time access to local health data including sleep, recovery, strain, and workouts from WHOOP and Apple Health, enabling informed context-aware interactions.

SolvScore MCP

Lets AI agents check credit scores, request underwriting decisions, and review credit market stats, all via free unauthenticated tools on Base L2.

mindreset-mcp

MCP server for interacting with MindReset devices to display text, icons, and images on device screens.

technocore

Provides MCP tools for interacting with the Technocore agent protocol, including signed messaging, nonce management, DID verification, end-to-end encrypted communication, and untrusted data fencing.

lgpd-mcp

Assists organizations and developers with LGPD compliance by providing tools for legal basis validation, consent management, document templates, and data subject rights. Includes resources on ANPD, glossary, and legal foundations.

mcp-registry-search

Enables AI agents to dynamically discover, search, and inspect every MCP server in the official Model Context Protocol registry at runtime.

dev-diary-mcp

Turns a folder of Markdown files into a searchable work journal that any LLM can read and write.

mcp-openapi

Enables AI agents to discover, search, and call any REST API described by an OpenAPI or Swagger document. Supports multiple API endpoints with authentication and parameter handling.

GDB MCP Server

Un servidor MCP para depuración con GDB.

botindex-mcp-server

BotIndex MCP Server gives AI agents searchable access to verified on-chain and off-chain protocol metadata so they can discover, validate, and act on blockchain ecosystem data with less hallucination risk.

issuehunt-mcp-server

A Model Context Protocol (MCP) server for the IssueHunt bug bounty platform. Enables LLMs like Claude to interact with IssueHunt to list organizations, programs, and vulnerability reports, as well as perform triage actions.

Swagger MCP Server

A lightweight server that enables interaction with the Swagger Petstore API using the Model Context Protocol, allowing operations on pets, stores, and users through dynamically loaded OpenAPI specifications.

basic-fns-mcp

Provides core filesystem, shell, search, and listing tools with a path sandbox, supporting HTTP and stdio transports.

@tinify-ai/mcp-server

MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cropping, compression, and SEO filename & alt text generation — all in one tool.

mcp-propublica-nonprofit

Enables querying nonprofit organization data through the ProPublica Nonprofit Explorer API, providing access to financial and operational information without authentication.

@striderlabs/mcp-airbnb

MCP server for Airbnb — lets AI agents search listings, check availability, manage reservations, and book stays via browser automation.

Git MCP Server

An MCP server for Git repository management with access key permissions, fine-grained access control, audit logging, and LLM-powered code analysis. Supports multi-repo management, branch/path-level rules, and a web admin interface.

demo-server

A minimal MCP server demonstrating tools, resources, and prompts. It includes an add tool, a greeting resource, and a greet_user prompt for tutorial purposes.

Coding Tools MCP

Gives any MCP-compatible AI chat or agent a safe, model-neutral coding runtime with file read/search, structured multi-file patches, command execution, interactive sessions, and git operations, all confined to a single workspace and gated by permission modes.