Branch Thinking enables multi-branch thought navigation with cross-linked insights and priority tracking.

Bridge exposing real-world sensor data via WebSocket/JSON-RPC with I2C, GPS/NMEA, CAN/OBD-II, and persistent history.

In-process knowledge graph engine delivering semantic search, multi-repo context, and token-efficient smart_context across 15 AI agents.

mcp-probe-kit is a protocol-level toolkit designed for developers who want AI to truly understand their project's intent. It's not just a collection of 22 tools—it's a context-aware system that helps AI agents grasp what you're building.

AI-powered bridge between real-time voice and VoIP enabling autonomous calls with transcripts.

Lightweight, self-hosted bridge enabling natural-language queries to Red Hat Lightspeed services with read-only by default and RBAC control.

Go-based bridge translating Melrose language into MIDI via STDIO with BPM control and device routing

org/mcp-server)** MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations.

Cross-channel agent toolkit enabling Model Context Protocol integration with granular tool exposure and multi-framework support, designed to streamline embedding Knock into LLM workflows. It supports OpenAI, Langchain, Vercel AI SDK, and Mastra adapters, plus a local MCP server for testing and CLI controls, enabling selective exposure of workflows and tools.

MCP to Access SEC filings, financials & insider trading data in real time using ShareSeer

Zero-friction tool marketplace for AI assistants: discover, install, and extend capabilities on demand via a registry-powered interface.

Unified AI assistants with certified experts via Pearl's API, offering AI-assisted and direct human support, plus robust session tracking and transport flexibility.

Dynamically search and call tools using UnifAI Network

MPC Server to connect your preferred model with rae-api.com, Roya Academy of Spanish Dictionary

Bridges LLMs with BoldSign API to orchestrate templates, documents, reminders, and team access, enabling seamless e-signature workflows.

Persistent, graph-based memory for LLMs enabling cross-session context, semantic search, and complete memory management with inspector-driven development.

User-friendly tool enabling remote inspection, real-time monitoring, and rich logs with SDK compatibility across MCP ecosystems.

MongoDB integration enabling Atlas API access, Atlas tools, Docker deployment, and HTTP transport with secure config options.

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

Modelo de Servidor MCP baseado na documentação oficial

RepoMix-backed codebase retrieval and analysis with remote repo support and multi-format exports, enabling rapid, AI-friendly project insights.

LanceDB-powered on-disk vector index with a document summaries catalog enabling private, token-efficient LLM queries through agentic RAG.

Model Context Protocol (MCP) implementation in Rust

A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.