Local, AI-powered architecture graph and spec generator that auto-discovers services, enforces design patterns, and exports actionable tasks.

Lightweight declarative framework enabling resource, template, and tool definitions with a Sinatra-like DSL, emphasizing simplicity and extensibility.

A unified proxy aggregating multiple data sources, centralizing tool discovery, RAG-based document exchange, persistent memory, and an integrated testing playground.

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...

AI-enabled gateway to Confluence Cloud with generic endpoints and token-efficient outputs

Monte carlo permutation tests

Go protobuf compiler extension to turn any gRPC service into an MCP server

AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational SOC workflows.

Local-first persistent memory for AI agents using mathematical retrieval to enable zero-cloud operation and offline, multi-channel search.

Android-focused automation toolkit enabling automated UI testing, test authoring, and multi-device workflow management.

Natural language-driven control for Unitree Go2 using an LLM to translate commands into ROS2 actions.

An MCP server exposing full Chrome DevTools Protocol debugging: breakpoints, step/run, call stacks, eval, and source maps.

Safe Justfile-driven command execution for LLMs, enabling discovery, execution, and introspection of recipes with structured outputs.

Bridge LLMs with Lisp backends using Lisply, enabling Lisp evaluation, file operations, and RESTful commands through Dockerized MCP.

designed to work with Keycloak for identity and access management, with about 40+ tools covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Native builds available.

A YDB integration enabling AI-powered data queries and natural language interactions via Model Context Protocol.

Allows AI assistants such as Amp/Cline/Cursor/Claude Code/Codex/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!

AI-powered toolkit for Cursor enabling advanced reasoning, UI design guidance, and automated code reviews through three focused tools.

Provides safe, read-only exploration and querying of SQLite databases with built-in safety checks, query validation, and structured results via FastMCP for LLMs.

Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.

official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more.

AI-enabled Bitcoin and Lightning interactions: key generation, address validation, decoding transactions, on-chain queries, and Lightning payments.

Dify 1.0 Plugin Support MCP Tools Agent strategies

Self-hosted AI site search with modular MCP server and LLMs.txt generation for fast, customizable knowledge access.