Discover Awesome MCP Servers

chemdraw-mcp

Enables generation of chemical structures, reactions, spectra, titration curves, 3D models, and more from natural language or SMILES, using RDKit for offline rendering and supporting formats like PNG, SVG, CDXML, and Anki decks.

blueiris-mcp

MCP server for Blue Iris NVR, enabling camera health checks, live/historical snapshots, clip/alert search, and PTZ control via the Blue Iris JSON API.

CityJSON Specification MCP Server

Provides AI assistants with structured access to the CityJSON specification, enabling on-demand fetching of specific chapters.

simple-server-mcp

A lightweight MCP server that enables AI agents to retrieve customer support ticket information from an in-memory datastore via SSE.

Math MCP Server

A tool-augmented AI server that exposes basic math operations (add, subtract, multiply) via FastMCP and Server-Sent Events, allowing LLM agents to discover and use these mathematical tools.

German Law MCP

Provides LLM-friendly access to German federal legislation via the NeuRIS API, enabling tool-based retrieval of laws, norms, and statutory text.

Vercel MCP Server

Enables AI assistants to interact with Vercel API for managing projects, deployments, domains, and environment variables.

scaleway-mcp

A comprehensive MCP server for the Scaleway cloud platform, enabling AI agents to inspect and manage cloud infrastructure through 155+ tools across compute, storage, networking, and platform services.

Kali MCP Server

Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra, and metasploit through a secure Docker container. Provides controlled access to penetration testing utilities with configurable timeouts and tool discovery capabilities.

modular-mcp

Enables building and running MCP tools as modular Odoo-style addons with config-driven registration, and optionally exposes them via a FastAPI web layer and streamable HTTP transport.

sakenowa-mcp

Enables LLMs to search, profile, and compare Japanese sake using a flavor-space engine, including similarity recommendations and side-by-side comparisons.

fr-compliance-mcp

French compliance and KYC MCP server offering VAT validation (VIES), BODACC legal announcements, and company risk scoring using open data.

CHUK MCP Solver

Provides constraint satisfaction and optimization capabilities to LLMs and AI agents for scheduling, resource allocation, routing, budget optimization, and configuration problems using Google OR-Tools CP-SAT solver.

OpenClaw Memory

Automatically records AI conversation turns and code changes to local Markdown files to provide persistent context across chat sessions. It enables AI agents to search history through MCP tools and provides a web viewer for browsing past discussions.

vectorise-mcp

Local MCP server that indexes folders of documents into a hybrid vector + keyword search index for Claude Desktop, with support for PDFs, Office files, and images via OCR.

APVISO MCP Server

Enables interaction with the APVISO AI-powered penetration testing platform to manage targets, initiate scans, and retrieve vulnerability findings. It allows developers to integrate security testing workflows directly into MCP-compatible tools like Claude Code and Cursor.

sapo-mcp

Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing 105 tools across 4 modes for managing orders, inventory, customers, and more.

jobkeepr-mcp

Enables AI assistants to read and manage a Jobkeepr field service business including jobs, customers, scheduling, estimates, invoices, and payments via MCP.

Bench

USB hardware discovery, device identification, serial communication, and diagnostics for makers and hardware engineers.

IPI Provisioner MCP Server

An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users to generate and validate install-config.yaml files, test BMC connectivity, validate networks, and manage cluster installation lifecycle.

CheckMCP

A vendor-neutral audit tool that evaluates MCP servers for security, quality, and context cost, producing an MCP Score with actionable insights.

Skill Graph MCP Server

Catalogues skills and agents into a queryable graph, exposing MCP tools for reference counting, usage scanning, and overlay notes with a built-in visual viewer.

Saiten MCP Server

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

Firefly III MCP Server

A Model Context Protocol server that provides programmatic access to Firefly III personal finance management. It enables AI assistants to manage accounts, transactions, budgets, and more through natural language.

mcp-arcgis-tampa

Search and query City of Tampa open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, with tools to discover datasets and retrieve schemas.

claude-memory-mcp

Provides persistent local memory for AI assistants using SQLite and semantic search, enabling context-aware conversations.

fitbit-mcp

MCP server for the Fitbit Web API with OAuth PKCE, local cache, and trend analysis.

MCP Hub

A unified AI and automation command center that allows users to interact with multiple AI providers (OpenAI, Anthropic, Gemini) and services (GitHub, Google) through natural language commands and multi-step workflows.

br-eli-mcp

MCP server for the Brazilian Chamber of Deputies open-data API, enabling search and retrieval of federal legislative bills and their status.

TapeDeck

Enables market-data analysis and quantitative research over a local Parquet lake with tools for bars, indicators, scans, backtests, and safe SQL queries.