Discover Awesome MCP Servers

Small Business MCP Server

Enables LLMs to interact with small business data systems through tools for document processing, data queries, and report generation, using MCP primitives for structured context.

mcp-feedback-enhanced

An MCP server that establishes feedback-oriented development workflows with a Web UI and desktop app, allowing users to provide interactive feedback to AI models through prompts, images, and session tracking.

Quick-start Auto MCP

A tool that helps users easily register Anthropic's Model Context Protocol in Claude Desktop and Cursor, providing ready-made MCP tools for RAG, web search, and Dify integrations.

Photo Organizer MCP Server

Enables AI agents to automatically organize Google Photos and Google Drive files, including deduplication and archiving.

GroundRoute

Web search for AI agents across 6 engines (Serper, Brave, Exa, Tavily, Firecrawl, Perplexity) through one search tool. Routes each query to the cheapest engine that clears a quality bar and caches repeats. Hosted, streamable-HTTP, BYOK supported.

Korean Law MCP

Enables AI assistants to query and analyze Korean law, including statutes, precedents, and ordinances, with citation verification and impact analysis.

youtube-stats-mcp

Self-hosted MCP server that lets AI assistants read your own YouTube channel's stats, recent uploads, and upload schedule via the YouTube Data API v3, using read-only OAuth.

blinkit-mcp

An API-only MCP server for Blinkit that enables automated shopping on the Indian quick-commerce platform, supporting login, search, cart, checkout, and payment via UPI.

CodeGraph Context MCP

Remote MCP server for code graph analysis, offering tools for repo queries, symbol impact paths, branch context packing, and dependency hotspot reporting.

showrunner

A tiny always-on server that coordinates multiple coding-agent sessions on one project (a 'show'), using a worker/director pattern with polling, leases, and SQLite state.

Mnemosyne MCP

Enables AI coding agents to query, create, and manage Mnemosyne knowledge graphs through SPARQL queries, RDF file uploads, and graph operations with OAuth authentication.

MCP-RAG-Assistant

Hybrid RAG pipeline that indexes documents and exposes them via an MCP server, enabling natural language queries to retrieve relevant context chunks for LLMs.

cashflow13

MCP server for 13-week cash flow planning. It generates a survival calendar and identifies the week cash goes negative, with real Excel formulas.

django-rest-framework-mcp

Exposes Django REST Framework APIs as MCP tools, enabling natural language interactions with your data models such as CRUD operations and custom actions, with automatic schema generation from DRF serializers.

TorchV AIS MCP Server

Enables read, write, edit, and file transfer operations on TorchV AIS enterprise knowledge bases. Supports document management, repository browsing, and administrative tasks with configurable readonly, write, or admin permission levels.

Umbra

Umbra is the trust layer for AI-generated code. It scores any repo 0-100 with file:line evidence (security, slop, Docker-verified build/boot, and claim receipts that catch agents lying about tests), and guards agent file writes mid-stream blocking leaked keys, alg:none JWTs, and git-hook plants before they land. Tools: scan_repo, guard_content, get_score.

webharvest

Enables web search and scraping through MCP, running locally with courtesy rate limiting and caching.

Tribunal TRF2: Certidão Negativa Cível e Criminal

Provides access to official civil and criminal negative certificates from TRF2 through a read-only MCP tool, enabling queries from any MCP-compatible client.

Local Documents MCP Server

A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.

knowledge-index

A private, self-hosted RAG service over MCP that enables document ingestion, hybrid retrieval (BM25 + dense vectors fused with RRF), and notebook management through 14 tools, keeping documents on your own hardware.

Velociraptor MCP

A proof-of-concept MCP bridge that exposes Velociraptor's forensic triage tools to LLMs, enabling natural language querying of Windows endpoints for artifacts like network connections and suspicious processes.

corrupt-cli

Generates production-ready, white-labeled web architectures (Next.js + Supabase or static) from vertical packs and blueprints. Enables AI agents to scaffold inventory sites, SaaS platforms, and custom verticals, including Supabase provisioning, edge functions, and deployment.

Splitwise MCP Server

A server that wraps the Splitwise API so Claude can read and manage expenses, including listing, creating, updating, and deleting expenses with support for equal and custom splits.

Remote MCP Server

A Cloudflare Workers-based deployment that implements the Model Context Protocol, allowing AI models to use custom tools without authentication.

Personal JIRA MCP

An MCP server that enables AI assistants to interact with JIRA, allowing for querying issue details, creating and updating work items, and managing attachments through a standardized interface.

AssetMCP

Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, and ARC-72 assets on Algorand and Voi mainnets via the Model Context Protocol.

Lightning Memory

Persistent memory and payment safety for AI agents on Lightning. Enables agents to remember purchases, track vendor reputations, enforce budgets, and share trust signals via Nostr.

Elder Care MCP Server

Enables natural language control of an elderly care system on RK3588, integrating face recognition, object recognition, voice interaction, health monitoring, and IoT services through MCP tools.

postgres-mcp

Enables read-only SQL queries and schema inspection for PostgreSQL databases with up to 3 named connections.

browser-mcp-server

A universal browser automation MCP server using Playwright, enabling programmatic control of Chrome with 63 tools for navigation, interaction, media control, and CDP-based diagnostics.