AI & Machine Learning MCP Servers

A reversibility layer for agentic tool use — a transparent MCP proxy that classifies which tool calls can be taken back, synthesises inverse operations, keeps a durable cross-server undo log, and interrupts you only for genuinely irreversible actions.

MCP server that bridges to any OpenAI-compatible chat API (DeepSeek, OpenAI, Azure, local llama.cpp, etc.).

MCP server for AI agent token-cost telemetry + quota-window awareness across Anthropic, OpenAI, Gemini, Ollama, AWS Bedrock. Per-agent + per-provider attribution, spend-spike anomaly detection, cheaper-model routing, monthly forecast, and 429-prediction tools that read rate-limit headers to project quota exhaustion before it happens. Reads cost-log JSONL with the standard schema.

MCP server for KoboToolbox - deploy surveys and fetch submissions

Zero-egress PII protection for Mistral Le Chat workflows via MCP stdio

MCP-Bastion security middleware for Azure OpenAI Service. Prompt injection, PII, and rate-limit protection.

Agentic code review MCP server powered by OpenAI-compatible models (defaults to free GitHub Models)

Model Context Protocol server for SudIQ — verified supplement intelligence for AI agents.

MCP server for Microsoft Edge TTS — Remotion-optimised with word-timing JSON

Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API

MCP server for retrieving Codex ChatGPT usage and rate-limit status.

Privacy-first client-side PDF toolkit and local Model Context Protocol (MCP) server.

5-layer security framework for AI agents: identity, capabilities, audit, time-bound permissions, and delegation chains.

MCP server for Supertonic 3 on-device text-to-speech

统计分析 MCP Server：30 个纯计算统计工具，让 AI agent 获得可复现、可追责的真实统计学能力（与 DeepSeek Harness 无关的独立项目）

33 tools: LLM chat, summaries, translation, embeddings, speech, images. 25 free calls.

Model Context Protocol (MCP) server for Justpetly — search verified pet boarding hotels, groomers, pet shops and vet clinics worldwide from Claude Desktop, Cursor, Cline, Continue or any MCP-compatible client.

The Open-Source Financial Firewall & Micro-Payment Infrastructure for Autonomous AI Agents (TypeScript SDK)

MCP server for TuringMind cloud - provides type-safe tools for authentication, code reviews, and feedback

A Deep Research style MCP server for searching and fetching cupcake orders

Renfield — penetration testing for AI agents: finds and PROVES cross-server confused-deputy exfiltration chains in an MCP tool mesh, measures whether a real LLM falls for them, gates them at runtime, and runs as an MCP server any agent can call.

MCP server exposing PaperQA2 for deep synthesis across scientific papers

SPICE simulation through an MCP server and an in-process Python API for LTspice and ngspice. Supports schematic editing, sweeps, Monte Carlo analysis, and structured measurements.

Model Context Protocol server that proxies local Ollama to MCP clients like Windsurf and VS Code. Companion VS Code UI: https://github.com/pblagoje/mcp-ollama-extension