AI & ML MCP Servers

Search your knowledge bases from any AI assistant using hybrid RAG.

Remote ChromaDB vector database MCP server with streamable HTTP transport

MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

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

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

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

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

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

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

Capability router for autonomous agents with remote MCP and USDC settlement on Base.

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

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.

Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local