Discover Awesome MCP Servers

Geometry Engine MCP Server

Provides geometry utilities like hypotenuse calculation and shape registration, allowing users to perform geometry operations through natural language in VS Code.

Sayba Platform MCP Server

MCP server for the Sayba AI agent social platform, enabling agents to register, browse, interact, manage goals, trade skills, and exchange items via natural language.

fast-paddleocr-mcp

Extracts text from images using PaddleOCR and outputs results in markdown format, optimized for fast inference with GPU auto-detection.

Figma MCP Server

Enables AI assistants to read Figma design files and automatically map responsive relationships between mobile and desktop screens to generate accurate frontend code. Eliminates manual copy-pasting by providing direct access to design tokens, dimensions, and screen layouts within AI-powered IDEs.

Ollama MCP Server

Exposes local Ollama instances as tools for Claude Code, allowing users to offload code generation, text drafting, and embedding tasks to local GPUs. It supports multi-turn conversations and model management through the Model Context Protocol.

mcp-connectwise-psa

MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry, and read-only lookups of companies, contacts, and configurations with role-based access control and bring-your-own-API-keys support.

marinade-finance-mcp-server

A simple MCP server for interacting with Marinade Finance on Solana, providing real-time updates and secure transactions.

Snyk Studio MCP

An MCP server that enables easy integration with coding assistants, providing security context to AI agents. This runs locally using the Snyk CLI.

enterprise-agent-lab

Enables controlled AI-agent access to enterprise-shaped tools with a deny-by-default gated write path, human approval, dry-run execution, and append-only audit logging.

jenkins-server-mcp

Enables AI assistants to interact with Jenkins CI/CD servers, including checking build status, triggering builds, and retrieving build logs.

Claude Role Library

An MCP server that enables users to manage, search, and apply specialized AI personas within Claude Desktop and Claude Code CLI. It features a local-first architecture with YAML-based storage for organizing curated prompts and role collections.

Google Trends MCP

Enables Claude to query Google Trends data such as keyword interest, related queries, and regional popularity, with robust proxy rotation to bypass Google's anti-bot measures.

nerai-mcp

Provides AI agents with geopolitical risk intelligence, calibrated forecasts, sanctions and trade-control data, and live maritime chokepoint traffic across 60 countries, with source-linked answers.

Smart Conversion Debugging MCP Server

Helps debug conversion tracking issues across GoHighLevel, Meta CAPI, webhooks, and GTM by providing tools to fetch events, contacts, logs, and perform full analysis.

1Password Agent MCP

Provides MCP tools for AI agents to securely access approved 1Password logins via encrypted handles, resolving secrets locally through the 1Password CLI without exposing plaintext passwords.

Spec-driven Development MCP Server

An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and execution.

MCP Server Local WP

Enables direct interaction with local WordPress development sites through Local by Flywheel database connections. Provides read-only access to WordPress data including posts, users, options, and custom queries for development and analysis.

Personal Code Skills MCP Server

Provides AI assistants with access to personal best practice skills and coding guidelines stored as markdown files in a GitHub repository, enabling retrieval and listing of custom development standards.

Discord MCP Server

Enables comprehensive Discord bot management and server operations through MCP, including channel management, message handling, member moderation, role management, and voice operations. Provides secure Discord API integration with built-in permission controls and audit logging capabilities.

DuckDuckGo Search MCP Server

Brings DuckDuckGo search (web, news, images, videos) to any MCP-compatible AI client without requiring an API key.

ShipSwift

AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

meok-attestation-verify

Verifies MEOK AI Labs compliance attestations (DORA, NIS2, CRA, EU AI Act, etc.) using HMAC-SHA256. Enables piping a signed certificate on stdin to get VALID/INVALID output.

gdebenz

Enables AI assistants to query real-time fuel availability (92/95/98/100/diesel) at Russian petrol stations from two crowd-sourced maps, including queue status, prices, and location-based search.

CC-Meta

An MCP server that evaluates prompts using AI to provide detailed feedback on clarity, completeness, and effectiveness.

google-marketing-mcp

Read-only MCP server for Google Ads API, enabling natural language queries about campaigns, metrics, search terms, and change history without write access.

TaskBounty Check

Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes scan, explanation, and fix-planning tools to MCP clients; modifies nothing and makes no outbound requests by default.

POC MCP Server

镜子 (jìng zi)

mcp-code-indexer

Enables AI agents to intelligently navigate and understand codebases by providing instant file descriptions, semantic search, and context-aware recommendations, eliminating the need to repeatedly scan files.

What Do They Know?

MCP server for UK Freedom of Information research. Connects AI assistants to WhatDoTheyKnow — the UK's largest FOI request platform to search requests, read responses, look up public authorities, and draft new requests.

gsc-mcp-connector

Self-hosted MCP server that exposes Google Search Console tools (list sites, query analytics, inspect URL, list sitemaps) via natural language to AI assistants like ChatGPT and Claude.