AI & Machine Learning MCP Servers

MCP server that lets text-only models 'see' images via configurable vision LLM providers with priority fallback

MCP server for ElevenReader (ElevenLabs text-to-speech reader)

Multi-model AI analysis with DeepSeek, Kimi, OpenRouter, OpenAI, and Claude Code

BioSNN-Plug 阶段五 MCP 服务器：只读版（biosnn-mcp）与提议队列写版（biosnn-mcp-write，提议经门控落库、可回滚、全程 JSONL 审计），不依赖 LLM

Local MCP hub for personal data — private, cross-platform, agent-ready.

MCP server for Match It Up NetworkBot — browse members, get matches, post signals, send DMs

Talk to a local Ollama server: list, pull, inspect, generate, chat and embed.

Server-side agent loop for Avgeek OSS apps: Anthropic Messages API, in-process MCP tools, resumable steps.

Agentic Model Context Protocol server for NetBox — read-only, tool-rich, built for LLM reasoning workflows

Bridge any OpenAI-compatible API (DeepSeek / Zhipu / Qwen / Moonshot / self-hosted vLLM) into a Model Context Protocol server for Claude Desktop, Cursor and other MCP clients.

MMCP — Multi-Model Collaboration Pipeline. Auto-routes tasks to Claude, GPT, Gemini, DeepSeek with RL routing, cost optimization, and MCP server support.

MCP server for RyRank — a Cohere-compatible pay-per-call reranker

Compare GPU clouds for training and inference.

Intelligent multi-provider agent routing MCP server — transparently switch between AI providers and models

MCP connector for The Source. Self-contained REST client for api.thesrc.ai.

MCP server for verifying AI agent claims vs reality — inline grounding-check on retrieval context, swallowed-exception scanner on agent-written code, and multi-turn transcript review for unverified completions + cross-turn contradictions. Sub-second, local, free, MCP-native — the lightweight complement to dashboard-based eval frameworks (DeepEval, Phoenix, LangSmith).

Normalize MCP / OpenAI-format tool JSON schemas into the narrower subset llama.cpp's grammar converter accepts. Bridges the standards gap between MCP-mandated JSON Schema 2020-12 and what local grammar-constrained sampling backends actually compile.

Local MCP bridge: unify multi-endpoint model capabilities into a single MCP server + CLI + Web UI

Model Context Protocol (MCP) server for interacting with Node-RED

MCP server for AI image generation and repaint with vision analysis

MCP сервис для интеграции с Python RAG Server (DuckDB VSS)

MCP server exposing the PDF Extractor API as tools.

Local MCP server that transcribes audio files with OpenAI — point it at a path, get the text back

MCP server for JupyterHub/Jupyter/Qubx integration with Claude Code