Discover Awesome MCP Servers

notra

Enables LLM clients to manage posts, brand identities, integrations, schedules, chats, and skills through the Notra API.

BioLab MCP Server

Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL, Ensembl, and 37+ scientific databases.

superops-mcp

An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, clients, and field technician operations through SuperOps's API.

portainer-mcp

Enables managing Docker containers and Portainer resources through natural language, supporting stack deployment, container operations, and environment monitoring.

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

freshprobe

Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.

Swedish Data Protection MCP

Query Swedish data protection data — regulations, decisions, and requirements from IMY — directly from Claude, Cursor, or any MCP-compatible client.

Dolbom Navi MCP

A remote MCP server for navigating Korean senior-care support, routing questions across welfare, medical, and administrative services using official sources.

Unicode Puzzles MCP

Creates and manages encoded messages using zero-width characters and advanced Unicode steganography techniques, enabling quantum-themed puzzle generation with hidden secrets.

Outlook SNDS MCP

Brings Outlook.com Smart Network Data Services (SNDS) API into MCP clients, allowing users to query IP reputation data such as volume, complaint rates, and spam verdicts using natural language.

Labellerr MCP Server

A Model Context Protocol (MCP) server that provides a comprehensive interface to the Labellerr SDK for managing annotation projects, datasets, and monitoring operations through AI assistants like Claude Desktop and Cursor.

x402-stellar-kit/mcp

Enables HTTP 402 payment protocol interactions on Stellar, allowing payment intent probing, guarded paid fetches, and budget status queries.

whoop-mcp

Self-hosted MCP server connecting Claude to your WHOOP data via the official API, enabling queries for recovery, sleep, cycles, workouts, and profile.

mcp-decision-lab

MCP server that enables structured decision-making using weighted decision matrices, sensitivity analysis, and robust recommendations.

Expense Tracker MCP

Enables AI assistants to add, retrieve, and categorize expense records through structured MCP tools, with data stored in SQLite and deployable remotely for natural-language expense management.

vivado-mcp

Remote automation server for AMD Vivado builds and analysis over SSH, enabling MCP clients to run synthesis, implementation, and debug without local toolchain.

Jira MCP

A one-click Jira integration for AI coding tools like Claude Desktop, Cursor, and VS Code, enabling create, read, update, move, comment, and search operations on Jira tickets directly from the assistant.

ACA PoC MCP Tools Server

Provides financial audit reporting and ledger query tools for AI agents, enabling generation of compliance, risk, and transaction reports and querying of transaction data, balances, and summaries from an in-memory SQLite database via MCP.

Baguskto Saham

Enables AI assistants to access Indonesian stock market data, including real-time quotes, historical data from 2019, and technical analysis for 958 IDX-listed stocks.

DrissionPage MCP Server

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

figma-mcp-server

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

cml-mcp-server

MCP server for Cisco Modeling Labs (CML) that enables building, managing, and running network labs through MCP tools, wrapping the CML Python SDK for lab/topology CRUD, node/link management, and configuration.

supos MCP Server

Enables querying topic tree structures, topic details, and real-time data from supOS via MCP protocol.

stateless-mcp-scale-demo

Demonstrates a stateless MCP server workflow for purchase requests, using signed request handles to maintain state across load-balanced replicas without session stickiness.

NeuroDock

A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.

vvriter

MCP server that generates articles from 50,000 tweets and 400 visual artworks.

ai-assisted-pentest-mcp

Enables AI agents to run bounded security reconnaissance tools against a local OWASP Juice Shop target via MCP, including HTTP checks, header inspection, Nmap scanning, and web enumeration, without granting arbitrary shell access.

@squidlerio/mcp

An MCP proxy that connects AI clients to the remote Squidler MCP server while providing local Chrome session management for testing localhost URLs. It enables transparent tool forwarding and allows browser-based test cases to run through a local browser instead of cloud instances.

Claude Imagine

A visual UI builder that enables Claude to create and update web interfaces in real-time by sending HTML updates to a browser through an MCP server with WebSocket communication.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.