AI / ML MCP Servers

PrismerCloud

Prismer Cloud

Luma Mcp

Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash等。为不支持图片理解的 AI 编码模型提供视觉处理能力。

Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.

Fonto documentation for AI tools. Converts DITA XML to Markdown on demand.

Shokunin

職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.

Vibe Check Mcp Server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

Mem0 Mcp

✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

JazzCashMCP

Open-source Model Context Protocol (MCP) server for JazzCash — Pakistan's largest mobile-money platform. Hosted Checkout, Mobile Wallet charges, inquiries, and refunds for AI agents.

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.

Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

AI cost tracking: 11 tools for spend, budgets, and Claude Code + Cursor + Cline costs

Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

ContextStream MCP server for code context, memory, search, and AI tools.