M

mcp

Persistent semantic memory system for OpenCode sessions - MCP server with hybrid FTS/vector search

The core Swytchcode Execution Kernel for AI Agents & Developers.

SSH MCP server in Go - persistent shell sessions and SFTP over stdio

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

MCP-UI support for Kit — rich UI rendering in MCP tool results

MCP (Model Context Protocol) server library for Kit — stdio and Streamable HTTP transports

MCP server for RiskState — pre-trade risk governance API for BTC and ETH crypto trading agents. Spot, perps, and DeFi aware.

MCP server for Gramps Web API — AI-powered genealogy research and management

Remote MCP server and dashboard for secure, human-in-the-loop crypto trading workflows.

A Zig implementation of the Model Context Protocol (MCP) spec revision 2025-03-26. Features JSON-RPC 2.0, stdio/HTTP transports, OAuth2.1 authentication, worker thread pool with cancellation, and deterministic testing.

Self-hosted MCP gateway. Connects Claude, ChatGPT, Codex and other AI agents to Jira, GitLab, Notion, Google Workspace and 18 more tools. Pre-integrated, GDPR-ready, with PII sanitization, write-safety, and audit logging.

Composable server builder for zero-boilerplate capability composition for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Options trading analytics — backtest stats, walk-forward analysis, Monte Carlo, risk metrics. Web dashboard at tradeblocks.io | MCP server on npm | Docker: romeo345/tradeblocks-mcp

Agent supervision, memory distillation, and multi-model orchestration. Kybernetes steers AI agents — catching hallucination and drift before they compound.

Open-source AI agent for paid-acquisition automation across Meta, Google, TikTok, Amazon, LinkedIn. HITL approval gate. MIT, part of Mesh Pilot.

Persistent and containerized development environment for Gemini CLI (https://geminicli.com/). This project provides a secure, automated workspace featuring built-in skill management (context-manager for memory, gema-manager for agent orchestration) and full support for MCP (Model Context Protocol). Designed for seamless local development, robust state persistence, and modular agent integration.

MCP-native browser automation server — 62 composite tools, 153 CLI subcommands, zero config. Give AI agents full browser control via the Model Context Protocol. Navigate, interact, extract text/HTML/screenshots, debug network, manage sessions, visual diffing, React inspection, auth vault, HAR recording. Works with Claude, Copilot, VS Code, Cursor. Built on Playwright/Chromium. The most comprehensive browser MCP server available.

Read-only MCP server for PostgreSQL. Single binary, no runtime dependencies.

MCP server for local GEDCOM files — offline genealogy data access for AI assistants