Discover Awesome MCP Servers

Spyglass AI MCP Server

Enables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.

rhino-mcp

Enables AI clients such as Codex, Claude, and Cursor to control Rhino and Grasshopper through natural language, including creating and modifying geometry, managing layers, inspecting scenes, and running Grasshopper operations.

UE-MCP

Gives AI assistants deep read/write access to the Unreal Editor through 21 category tools covering 525+ actions, plus a YAML flow engine for multi-step workflows.

governed-rag-mcp

Provides governed retrieval over MCP with hybrid search, strict confidence gating, and access control, exposing three read-only tools.

wharfy

MCP server for managing local dev ports on macOS. It enables AI agents to inspect listening ports, identify owning processes and parent chains, kill processes safely, wait for ports, and report LAN exposure.

InBiot MCP Server

Provides real-time air quality monitoring and historical data analysis for InBiot MICA sensors with integrated WELL Building Standard compliance checks. It allows users to compare indoor conditions with outdoor weather and receive actionable health recommendations based on global air quality standards.

delphi7

MCP server that exposes the complete Delphi 7 RTL/VCL index as tools for AI agents, enabling precise lookups for symbols, class members, unit interfaces, and source contexts to generate accurate legacy Delphi 7 code.

MCP Data Integration Server

Enables reading, normalizing, validating, merging, and exporting data from Excel, CSV, JSON, and SQLite sources into a unified schema, with tools exposed via FastMCP.

gojira-mcp

Atlassian Cloud admin MCP server for project/scheme management, custom field admin, Jira automation CRUD, Assets CMDB, JSM request type/SLA/queue config, Confluence space lifecycle, and org-admin APIs, designed to complement the official Atlassian Rovo MCP.

x402-mcp-demo

An MCP server that charges real testnet USDC per tool call using x402 pay-per-request protocol, transparently handled by a paying proxy for any standard MCP client.

webdev-mcp

Provides web development tools including taking screenshots and listing screens via MCP.

Neo4j MCP Server

A TypeScript MCP server for executing Cypher queries and exploring Neo4j graph databases, enabling natural language database interaction through Claude.

Starlink Enterprise MCP Server

Enables managing your Starlink terminal fleet through Claude AI using the Starlink Enterprise API, supporting terminal management, telemetry, data usage, and service line operations.

book-source-rule-mcp

An MCP-based rule parsing engine for creating book sources, supporting CSS selectors, JSONPath, regex, and text matching to extract and validate content from HTML, JSON, or text data.

wesioiot-mcp

MCP server for MiniMax media generation (TTS, image, video, music) routed through the wesioiot proxy, enabling media creation with PT-BR voices and async job polling.

System Task MCP

Enables Claude to interact with System Task projects, teams, and tasks, providing daily briefs, project reports, team load, and risk identification, as well as creating and updating tasks and demands.

OpenLore

Provides persistent architectural memory and structural cognition for AI coding agents, enabling efficient orientation, graph-aware context, and drift detection across codebase evolution.

multicomp-mcp

Enables control of the Multicomp Pro MP711134 bench power supply and multimeter over USB serial, allowing an LLM agent to power-cycle boards, measure current profiles during boot, run custom voltage/current profiles, and wait for conditions without polling.

strava-mcp

为 Strava 用户提供的 MCP 服务器 (Wèi Strava yònghù tígōng de MCP fúwùqì)

Slack MCP Server

Enables AI assistants to interact with Slack workspaces through secure OAuth 2.0 authentication. Supports posting messages, reading channel history, and listing channels across multiple workspaces with production-ready security features.

Nano Banana Remote MCP Server

A remote MCP server that exposes Gemini image generation/editing as a custom connector for Claude, enabling image creation and editing from any chat interface.

mcp-hardened

A deliberately small MCP server that demonstrates security hardening against the OWASP MCP Top 10 with tools for file search, record queries, and document fetching, each defended against path traversal, SQL injection, and SSRF.

srs-mcp

Provides spaced-repetition scheduling with the SM-2 algorithm as MCP tools, enabling agents to manage review items like flashcards or vocab locally. It supports adding, grading, and listing due items, plus optional pro features for export and forecast.

Graphiti MCP Server

A framework for building and querying temporally-aware knowledge graphs that allows AI assistants to interact with graph capabilities through the Model Context Protocol.

shopify-forecast-mcp

Enables AI assistants to forecast revenue and demand for Shopify stores using Google's TimesFM model. Provides tools for revenue forecasting, demand analysis, promotion analysis, and anomaly detection.

claude-cron

MCP server that allows AI coding assistants to schedule deferred tasks such as reminders, shell commands, and AI prompts, executing them as an OS daemon.

MCP Standards

A self-learning AI standards system that automatically detects patterns from user corrections and updates AI configuration files. Learns from repeated corrections (like 'use uv not pip') and automatically generates CLAUDE.md and other AI assistant configuration files.

Dradis MCP

Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks, and document properties through MCP-enabled tools.

Fingerprint MCP Servers

Provides MCP servers for AI assistants to interact with Fingerprint's Server API for visitor identification events and Management API for workspace configuration.

MindBase

MindBase implements Karpathy's "LLM wiki" pattern as an MCP server. Instead of retrieving chunks at query time (RAG), the LLM maintains a persistent wiki between your conversations: it reads every source you feed it, cross-references pages with [[wikilinks]], flags contradictions between sources, and keeps a context.md that reflects your current synthesized thinking.