AI & Machine Learning MCP Servers

MCP server for JVM diagnostics — analyze thread dumps, detect deadlocks, parse GC logs, and get JVM tuning recommendations

MCP tools for context management - summarizer, memory store, project tracker, checkpoints, and smart file loader

MCP server to generate images from text using OpenAI's API

Email MCP server for AI agents: IMAP/SMTP, Gmail, Outlook, calendar, ManageSieve, AI triage, OAuth2.

Model Context Protocol server for 3DStreet — drive an open 3DStreet tab from Claude Desktop or Claude Code.

MCP server that wraps Claude Code CLI for query, web search, structured output, and health checks

Compatibility package for Correctover runtime security. The legacy standalone MCP server has been replaced by correctover-mcp-gateway; the runtime SDK is available as correctover.

React hooks for Model Context Protocol (MCP) - expose React components as AI tools for Claude, ChatGPT, Cursor, and Copilot

YApi Auto MCP Server - Model Context Protocol server for YApi integration, enables AI tools like Cursor to interact with YApi API documentation

Voice I/O layer for AI coding assistants — local TTS, STT, session booking. MCP server.

Vision analysis CLI + MCP server backed by Seed 2.0 via Volcano Ark or any OpenAI-compatible endpoint

Local-first MCP server for Claude Code cost analysis, budgets, forecasts, anomalies, and subagent-aware optimization from local JSONL session logs.

Lightning wallet for AI agents. MCP server + CLI. Works with Claude Code, OpenClaw, Cursor, and any agent framework.

Automatic MCP Server & OpenAI Tools Bridge for apcore

Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more.

A Model Context Protocol (MCP) server that enables AI assistants to automatically integrate the @divvi/referral-sdk into JavaScript/TypeScript blockchain applications.

Model Context Protocol server for Oranger Markdown — lets AI agents read, write, version, and comment on Oranger documents the same way humans do via the web app.

DeepSeek Harness bundle that exposes Model Context Protocol (MCP) servers — stdio, streamable HTTP and legacy SSE — as native Harness tools, with a settings UI, live status, auto-reconnect, and backup/restore via local files or WebDAV.

MCP server for ComfyUI — text-to-image generation via the Model Context Protocol.

MCP adapter for DeepSeek Harness — one proxy tool instead of dumping every MCP schema into context.

MCP server for Kie.ai APIs — fork of @felores/kie-ai-mcp-server with OpenAI GPT Image 2 support added (25 AI tools: Nano Banana image generation/editing, GPT Image 2 text-to-image/image-to-image, Veo3 video generation, Suno music generation, ElevenLabs TT

MCP server for privacy-preserving pseudonymization of sensitive data before cloud LLM processing

Model Context Protocol server for Intangle - AI context that persists across conversations

Persistent AI context + memory — .faf and .fafm, IANA-registered. Anthropic-merged.