Discover Awesome MCP Servers

pi-mcp-ocr

Modular OCR MCP server with pluggable backends (Apple Vision, PaddleOCR, PaddleOCR-VL) for extracting text, tables, formulas, and charts from images.

rootpilot-ssh-diagnose

Enables reading diagnostic data from remote servers over SSH using a whitelist of read-only commands, with secret redaction.

pwa-debug-layer

An MCP server that lets AI agents directly inspect and interact with live, logged-in browsers to debug PWAs and modern web apps, including framework state, stores, service workers, and caches.

TMDB MCP Server

Integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.

CodeWeaver

An MCP server that reads a clinical note and returns ranked ICD-10-CM diagnosis code candidates with clinical reasoning, validated against official CMS coding constraints.

@showtime/mcp

Enables browsing movie and TV show data from TMDB and OMDB through 24 MCP tools.

hermes-cowork-bridge

Bridges Claude Cowork/Desktop to a local Hermes Agent, exposing hermes_delegate, hermes_check_run, and hermes_health tools for task delegation, status polling, and health checks.

MCP Officegest

Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing clients, sales, and stock to AI clients like Claude Code and Claude Desktop.

potluck

Privacy-first personal knowledge database for your AI that ingests data exports (Google Takeout first) and exposes them via MCP tools like search and list items. Runs locally with no cloud or telemetry.

PolicyPulse MCP

PolicyPulse connects your AI assistant directly to your Kubernetes policy engines. Instead of switching between three dashboards and two CLIs, you ask in plain English and get answers enriched with CIS Kubernetes, PCI-DSS, NIST 800-53, and SOC 2 framework references.

Desktop Management MCP Server

MCP server for managing devices via JAMF Pro and Microsoft Intune APIs, enabling AI assistants to query and control device management tasks.

mindkeeper-mcp

Captures ideas from conversations and organizes them into a persistent, hierarchical mindmap. Supports search, deduplication, export, import, and cloud sync.

PandaDoc MCP Server

What is PandaDoc MCP? PandaDoc MCP (Model Context Protocol) server connects AI agents directly to PandaDoc's document workflow — creating, sending, and tracking contracts and agreements without leaving your AI client. How to use PandaDoc MCP? To use PandaDoc MCP, connect your PandaDoc account, provide the required API credentials, and configure the appropriate MCP client.

claude-skills-mcp

Enables intelligent semantic search and discovery of relevant Claude Agent Skills using vector embeddings. Provides access to curated scientific skills and supports both GitHub repositories and local skill directories.

invarianteval-mcp

Enables AI agents to run safety-invariant checks on structured outputs, ensuring locked fields are never auto-filled by the model without human confirmation. The server provides two tools: check_invariants and list_invariants for deterministic eval of high-stakes extractions.

yt-mcp

MCP server that lets you search and list YouTube channel videos, fetch video details, and extract transcripts with timestamps using natural language.

qring-mcp

A quantum-inspired secret manager that anchors API keys to your OS-native vault, preventing plaintext .env leaks. It empowers AI agents with advanced mechanics like multi-environment superposition, linked entanglements, and ephemeral in-memory tunneling.

mcp-google-oauth

Enables remote MCP servers with Google OAuth authentication, allowing users to connect and sign in via their Google account.

job-search-mcp

MCP server for combined multi-portal job search, connecting StepStone, Arbeitnow, Remotive, and We Work Remotely, with robust error isolation and markdown reports. It respects portal restrictions and avoids scraping protected services.

reddit-radar-mcp

Find Reddit threads where your product genuinely fits, reconstruct the conversation, and gate every drafted reply against a claim boundary you define.

hwp-form-automation-mcp

Automates Hancom Office HWP forms via COM, converting, extracting, field-filling, and exporting to PDF, preserving original formatting for Korean government and school documents.

ollama-mcp-workers

Enables local image analysis and document processing through MCP workers (Vision and Document) using Ollama models, with cloud orchestration for mixed hierarchical tasks. Supports tools for image understanding, requirement extraction, test case generation, and GPU memory lifecycle management.

vibelogic

A deterministic architecture audit engine for Cursor. It enforces visual Mermaid protocols to prevent LLM hallucinations, ensuring AI modifies code based on strict blueprints.

wow-addon-api-mcp

A version-aware MCP server that provides the World of Warcraft retail AddOn API with pinned documentation snapshots, enabling lookups, searches, comparisons, and diffs of APIs across patches.

FTC Platform MCP Server

A standalone MCP server that provides AI tools by proxying requests to the FTC Platform's REST API, enabling tasks like fetching event applications, evaluations, and scoring criteria.

Playwright MCP with Electron Support

Enables Model Context Protocol tools for automating web browsers and Electron desktop applications using Playwright's accessibility tree snapshots. It supports window management and JavaScript execution in the main process, providing deterministic automation through structured data.

Database MCP Server

An extensible MCP server for database operations that supports PostgreSQL for managing schemas, tables, data, and user permissions. It features automatic migration recording for DDL changes and integrates with various AI-powered editors like Cursor, Zed, and Claude Code.

symapse

Provides code analysis tools for AI coding agents to understand project architecture, search for symbols, and plan changes with token reduction.

Hot-News

One-stop aggregation service of hot trends across the entire network based on the Model Context Protocol (MCP) protocol, supporting real-time updates and multi-data source expansion.

mcp-keycloak

A Model Context Protocol (MCP) server that provides a natural language interface for managing Keycloak identity and access management through its REST API.