AI & Machine Learning MCP Servers

Spectr MCP server — turn a screen recording into a production-ready spec.md, from inside Claude Code / Cursor / any MCP client.

Talk to a real person who passed a live camera check and play 25 games, right in your AI chat.

Production-grade MCP server for Instagram — 79 tools: scraping, DMs, scheduling, uploads, social actions, sentiment analysis, multi-account pool

A neural network-powered security middleware and reverse proxy for the Model Context Protocol (MCP). Detects tool poisoning, shadowing, and prompt injection attacks using deep learning classifiers trained on SentenceTransformer embeddings.

MCP-Bastion security helpers for Microsoft AutoGen / Agent Framework tool messages.

LLM API prices, cost estimates, model comparisons and language token tax for GPT, Claude and Gemini.

MCP server for image generation using Google Gemini

MCP server for SPARKIT — call the scientific research agent from Claude Desktop, Cursor, and other MCP clients.

Turn any PDF folder into a searchable MCP server

Everyday tools for AI agents, paid per call with x402: images, markdown, speech-to-text, embeddings.

Replicate models, collections, versions, and predictions: browse and run.

Model Context Protocol server for Runfra — async batch image generation. Lets Claude / Cursor / any MCP client submit txt2img and img2img jobs and read results.

MCP server with image tools (vision + processing) supporting multiple providers

Research-grade MCP server for the DeepSeek Search & Fetch API

LingFlow MCP Server - 将 LingFlow 工程流能力暴露为 MCP 工具（Phase 3 完成，21个工具，8个功能域）

Live-runtime security and stress testing for MCP servers — adversarial payloads, load & concurrency, latency, auth bypass. SARIF output.

Fail-closed MCP server that redacts PII/PHI from text before it reaches an LLM — self-hosted, no egress, HIPAA-aware.

Multi-channel deep search for DeepSeek Harness: one deep_search tool fanning queries out to web/Exa/Tavily/GitHub, merged by reciprocal-rank fusion with cross-channel agreement

Read-only OpenAI Ads MCP server with per-account API keys

MCP server that delegates side tasks from Claude Code to a pool of cloud/local LLM workers (Groq, Gemini, Mistral, DeepSeek, OpenRouter, Ollama) with routing, fallback, quota awareness and guardrails

Local stdio↔HTTP MCP proxy that talks to Iceberg Data's wse-dev MCP Cloud Run deploy. Auto-refreshes Google identity tokens via gcloud for transparent Cloud Run IAM auth — zero manual token juggling.

MCP-Bastion security middleware integration for LangChain - prompt injection, PII, and rate-limit protection for LLM agents

MCP server exposing Ollama web search and web fetch as tools

MCP server exposing OpenAI organization costs endpoint as a tool