Discover Awesome MCP Servers

paperless-mcp

Safety-focused MCP server and CLI for Paperless-ngx, enabling document metadata inspection, bounded OCR access, taxonomy analysis, and approved classification updates with stale-state checks and rollback.

Accessibility MCP Server

Enables AI agents to perform comprehensive accessibility audits on websites using Playwright and axe-core against WCAG standards. Provides detailed compliance reports with violation summaries and remediation guidance across multiple browsers.

Clarity Data Export MCP Server

A Model Context Protocol server that lets you fetch Microsoft Clarity analytics data through Claude for Desktop or other MCP-compatible clients, with support for filtering by dimensions and retrieving various metrics.

mcp-ecuador-procurement

Enables AI agents to query Ecuador government procurement (SERCOP/Compras Públicas) data without API keys, via natural language or direct tools.

Chromium ARM64 Browser

Enables browser automation and web testing on ARM64 devices like Raspberry Pi using system Chromium. Supports navigation, screenshots, form filling, JavaScript execution, and complete SaaS testing workflows through Claude Code integration.

vikunja-mcp

Enables to interact with Vikunja task management through its REST API, supporting projects, tasks, comments, labels, assignees, and relations with field preservation.

remedify

MCP server that provides deterministic remediation plans from vulnerability scan data (Trivy, Grype, Sysdig) via tools to generate plans from scan content or fetch live from Sysdig API, enabling AI agents to produce concrete, distro-aware fix commands.

Smart Hydroponic MCP Server

MCP server for querying hydroponic sensor data stored in PostgreSQL/TimescaleDB. Provides tools to list tables, describe schemas, read recent sensor readings, fetch latest data, and perform time-series aggregations via natural language.

Website Auditor MCP

Provides AI-visibility scoring and site auditing capabilities for websites, enabling agents to check how sites appear in AI engines like ChatGPT and Perplexity, run full SEO/security audits, and monitor changes over time.

DuckDB MCP Server

A beginner-friendly MCP server that exposes a run_sql tool for querying a DuckDB employee database, returning results as Markdown tables. It enables AI assistants to run SQL queries through the Model Context Protocol.

mcp-wp

A full control with your WP site

alphaassay/mcp

Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe, out-of-sample, leakage forensics — and returns signed pass/fail verdicts anyone can verify. Methodology audits, not investment advice.

KafkaIQ

Enables AI assistants to manage and monitor Apache Kafka clusters through natural language, providing real-time operations, health monitoring, consumer lag analysis, and temporal trend detection for intelligent cluster management.

international-jobs-mcp

Enables searching and retrieving UN, NGO, and international organization job postings via the ReliefWeb API.

tg-mcp

An MCP server that gives AI agents full access to a personal Telegram account via MTProto, enabling chat reading, history search, messaging, media handling, and automations.

MATLAB MCP Server

A powerful MCP server that integrates MATLAB with AI, allowing you to execute MATLAB code, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation directly through your AI assistant.

kos-telnet-mcp

This MCP server enables AI agents to control kOS computers in Kerbal Space Program, providing tools for scripting, telemetry, and simulation management via telnet and file system integration.

A11y MCP Server

An MCP server that enables LLMs to perform web accessibility testing against WCAG standards using Deque Axe-core API and Puppeteer.

mysql-explorer

Enables Claude to interact with a MySQL database by automatically discovering its schema and retrieving full table data for analysis.

Spira MCP

Read-only MCP for retrieving daily Spira incident digests and filter options using the Inflectra Spira API.

ContextFS

Universal AI memory layer that provides cross-client, cross-repo context management with semantic search, automatic code indexing, and session management. Enables persistent developer memory across projects with typed memories, graph-based relationships, and RAG-powered retrieval.

Open iT / ServiceNow MCP Pilot

This MCP server provides a read-only tool to find products without entitlement records using deterministic mock data, supporting publisher filtering and result limits. It is a pilot scaffold for Open iT and ServiceNow SAM Pro integration.

MCP Memory

Enables MCP clients to remember user preferences and behaviors across conversations using vector search technology.

cortex

Privacy Agent Memory with best performance and security

Docs MCP Server

Enables Claude to interact with collaborative Docs instances, providing document management, content editing, access control, and AI-powered transformations via MCP.

MCP Documentation Server

Local-first document management and semantic search for AI coding agents, with a built-in web dashboard and REST API.

db3-atlassian-mcp

Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and update from your AI IDE.

Tribunal TRT19: Consulta Processual

Enables read-only consultation of labor court processes from TRT19 via official source, with a single tool.

Cloudflare MCP Lab

A remote MCP server deployed on Cloudflare Workers with Google OAuth authentication that enables users to interact with a SQL database containing employee data. Demonstrates how to build authenticated MCP servers with OAuth integration on Cloudflare infrastructure.