mcp

An open-source agentic ML ecosystem with a clean Python API, MCP server for AI agents, and a community Hub for sharing algorithms, datasets, and models

MCP server for AI-driven audio editing in Audacity via mod-script-pipe

Minimal MCP server for searchable Markdown knowledge bases (SQLite FTS5)

MCP server for AI coding agents - process management, reverse proxy with traffic logging, browser instrumentation, and sketch mode

techmanual.ai API client, CLI, and MCP server for AI agents

Convert code folders into Claude Desktop knowledge bases via MCP server

MCP server for Mipiti — AI-powered security posture platform

MCP server for orchestrating multi-process rr debugging sessions

Lightweight MCP server for semantic file caching with 80%+ token reduction

MCP server for IndieStack — the discovery layer between AI coding agents and 3,100+ proven developer tools. Search, compare, scan projects, build stacks, and check compatibility before your AI generates boilerplate.

Python Code Intelligence Engine — static analysis knowledge graph exposed via MCP for AI agents

MCP server for L402 Lightning payments - discover and access paid APIs with AI agents

MCP server for emotional analysis, de-escalation, and strategic dialogue management in customer support

Salesforce MCP server with governor limit awareness, Bulk API v2.0, and local LLM support

Orchestrate fleets of AI coding agents (Codex, Gemini, Claude) with multi-stage workflows

PersonaSpec toolkit for LLM agents

DataHub Agent Context - MCP Tools for AI Agents

An MCP server that executes remote commands through the host ssh binary.

Secure MCP server for quarantined web content extraction — two-layer defense against prompt injection

MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more.