AI & ML MCP Servers

MCP server for Google Gemini AI - text, image, video, research, and more

Neural Draft MCP — CMS, blog, bookings, galleries, commerce. 38 tools.

LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, audit logs, and revie

OpenAIRE MCP — EU research outputs (publications, datasets, software, projects)

Create and manage vector database indexes, backups, and collections

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.

Query WhisperGraph: the internet's infrastructure & threat-intel graph (DNS, BGP, GeoIP, WHOIS).

Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.

Source-first URL clone, capture, rebuild, and fidelity verification tools.

Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval receipts.

Cloudflare Workers MCP server: embedding-search

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

GitHub repository vectorizer and context synthesizer for RAG pipelines.

OpenAI image generation MCP server for Model Context Protocol hosts

Discover and recommend retriever MCP servers. Includes top picks and install config tools.

Vehicle specs, federal recalls, and OBD-II DTC reference for AI agents via MCP.

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

Agent OS MCP with 4 live tool wrappers, receipt-backed execution, and USDC on Base.

Calibrated probabilistic foresight for AI agents, powered by live prediction-market signal.

Easy-to-setup local RAG server with minimal configuration

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.

MCP server for langchain documentation, generated by doc2mcp.

Google Gemini image generation, editing, and local processing via MCP