AI & ML MCP Servers

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.

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

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

Discover unlimited LLM inference pools, get USDC quotes, subscribe on Base, check key status.

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

Fresh, attributed facts from your sources — cached, and invalidated the moment a source changes.

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

Premium agentic endpoint for cross-modal-embedding-aligner-mcp.

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

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

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.

Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.

GitHub repository vectorizer and context synthesizer for RAG pipelines.

run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.

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

x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT intelligence.

OpenAI Sora: Sora & Sora 2 (new social media like TikTok) API by ChatGPT creator OpenAI. Access.

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

Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.

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

FAF Source of Truth for Gemini. Read project DNA from .faf files. Ecosystem: #2759

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

Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.

MCP server for langchain documentation, generated by doc2mcp.

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

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, contracts, registry.

Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.

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

Rag Knowledge MCP Server by MEOK AI Labs

OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

AI image, video and audio generation for agents: banners, reveal videos, avatars, voice cloning.

Reads text aloud locally on Windows, macOS, and Linux. No API key, account, or cloud service.

Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client

The internet's infrastructure graph for AI agents - 46B nodes and edges, free trial via 2 HTTP calls

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

RunAPI MCP server for Gemini Omni: create tasks, poll status, check pricing.