Discover Awesome MCP Servers

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.

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.

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.

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.

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.

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.

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.

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.

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.

TraceFact MCP Server

Read-only MCP server for TraceFact that lets agents list trace runs, fetch run details, and retrieve reliability reports from a local store.

OpenClaw Model Router MCP

Routes model requests to Sol, Terra, or Luna via OpenClaw Gateway's Codex auth profile, with strict validation and no fallback.

hypawave

Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover files, data, APIs, and compute on a public marketplace (or privately by offer id). Non-custodial, buyers pay sellers wallet-to-wallet and a verified payment preimage unlocks the result.

ai-incident-db

Provides tools to retrieve incidents from the AI Incident Database, including full incident details by ID, recent incidents, and classification taxonomies.

exception-mcp-server

Enables AI-powered analysis of exceptions using vector similarity search and Azure OpenAI for operations teams.

LocalStack MCP Server

A Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.

Antigravity GLM MCP

A bridge between Gemini and GLM-4.5 models that provides 25 tools for automating complex coding tasks, file management, and system operations. It features a security-hardened architecture with sandboxing, persistent memory, and automatic file backups.

Persona MCP

Enables AI to switch between 26+ expert personas on-demand with smart context detection, persona chaining, and 80%+ token savings through 'Submarine Mode' that keeps personas inactive until triggered.

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.