Discover Awesome MCP Servers

Notes MCP Server

Enables note management (create, read, update, delete, list) through MCP, with advanced features including real-time WebSocket communication, performance optimization, security, and monitoring.

HBCA Meta Ads MCP

A read-only MCP server for querying Meta Ads accounts through Meta's Marketing API. It provides tools to retrieve ad accounts, campaigns, ad sets, ads, and performance insights.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Le Parrain MCP

An MCP server to query the leparrain.com referral directory and automatically inject the correct referral link.

EthersFlow MCP Server

Enables AI agents to verify proposed actions through federated adversarial consensus among multiple LLMs, providing Ed25519-signed attestations to prevent hallucinations, unverified counterparties, and compliance risks before execution.

dakera-mcp

Self-hosted MCP-native agent memory server. Gives AI agents persistent, decay-weighted memory via 83 MCP tools — no cloud, full control. RocksDB+HNSW backend. Works with Claude Code, Cursor, and any MCP-compatible agent.

Google Drive MCP Server

MCP server for interacting with Google Drive using a service account, restricted to a specific root folder. Supports file operations like search, list, create, update, and read.

Sandbox Agent

Enables code execution in isolated Docker containers with persistent IPython, Node.js, or R kernels, supporting file import/export and cross-session transfers via MCP tools.

Wireshark MCP Server

Enterprise network analysis platform that enables AI-powered packet analysis, threat detection, and network security capabilities through Claude Desktop integration.

iconserve

Open-source icons at predictable URLs

nrs_llm

An MCP server for ROS 2 environments that connects via rosbridge WebSocket, enabling topic/service introspection, publish/subscribe, service calls, robot connectivity checks, and polishing pipeline operations.

ngsrv-mcp

MCP server for ngsrv tunnels that exposes local HTTP ports on public HTTPS URLs, with tools for starting, listing, and stopping tunnels, and provisioning agent tokens.

hypertool-mcp

Proxies to all of a user's MCPs and allows them to expose dynamic toolsets of tools from those servers to improve context and tool-usage.

cesium-mcp

AI-powered 3D globe control via Model Context Protocol. Connect any MCP-compatible AI agent to CesiumJS — camera, layers, entities, spatial analysis through 19 natural language tools.

Reconnaissance Blind Chess MCP Server

Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant with limited vision) locally against AI bots or remotely on the official RBC server at rbc.jhuapl.edu.

Tier Maker List MCP Server

Exposes the Tier Maker List browser editing workflows, local processing boundaries, FAQ, and official links to MCP-compatible AI clients like Claude Desktop and Cursor. Read-only, no API keys, ~50 ms cold start.

OntoRamp Transformation Radar

Analyzes enterprise transformation programs to surface maturity gaps and risk signals, enabling AI agents to identify stalled initiatives and prioritize actions.

local-agent-mcp

A local MCP server that lets Claude Code orchestrate Codex CLI and OpenCode CLI as sub-agents with strict security, concurrency, and output limits.

@nor-data/udir-mcp

MCP server that wraps UDIR's open registries for Norwegian schools (NSR) and kindergartens (NBR), enabling search by municipality and retrieval of full details including coordinates and enrollment.

montology

Enforces design systems and vocabulary via ontology checks, candidate scanning, linting, and structural search across repositories.

First Dollar

A curriculum that teaches AI agents how to spend their own money. Sixteen lessons from "what is a wallet" to your first x402 purchase. Teacher, not butler — never signs, pays, or holds keys.

SVGR MCP Server

Converts SVG content into React components with configurable options including TypeScript generation, React Native support, optimization, and formatting through SVGR.

VibeCheck MCP

MCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.

weighted-compact

Local-first inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a signal-scored parse of ~/.claude/projects/, zero outbound calls.

mcp-yapi-server

Enables direct integration with YApi API documentation platform in MCP-compatible editors like Cursor, allowing users to query API details, list interfaces, and search endpoints by simply pasting YApi URLs.

coros-mcp

A Model Context Protocol (MCP) server that fetches sleep, HRV, and training data from the unofficial Coros API and exposes them to AI assistants like Claude, enabling natural language queries about fitness metrics and workout management.

Ruby Lambda Template

Lambda Ruby アプリで MCP サーバーをデモする

Renesas FSP MCP Server

Enables search and management of Renesas FSP documentation, code examples, API references, and dependencies for RA MCU development.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

hAIve MCP

Enforces team knowledge and workflow policies for AI coding agents by providing context, decisions, and gates before code changes are made.