"Maps" matching MCP servers:

Enables AI agents to analyze public Reels, TikTok, and YouTube Shorts by extracting timestamped transcripts, visual understanding, and searchable video maps, then query specific moments via MCP tools.

MCP server for AI governance — push compliance evidence to Mima from any agent, any stack, 4 lines of config. One tool call maps to EU AI Act, ISO 42001, SOC 2, and NIST AI RMF simultaneously. Your readiness score updates automatically.

Provides a structured map of 120 practical AI prompts across 6 business domains, enabling users to quickly generate complete prompts for specific tasks using slash commands or tools.

Enables local AI models to structure and reason through debates using argument maps, with claims and supporting/attacking arguments automatically validated and organized.

Occupation classification and job-title normalization for the O*NET-SOC taxonomy. A fine-tuned retrieve-and-rerank model maps job titles, resumes, postings and skill lists to ranked SOC codes with calibrated confidence. 51% top-1 vs 21% TF-IDF. Python, CLI, REST API, MCP server. Runs locally.

Enables AI agents to perform professional-grade geoprocessing tasks such as buffers, overlays, reprojections, and terrain analysis with deterministic tools and verifiable provenance.

Enables LLM agents to search EMDB cryo-EM maps, look up UniProt proteins, compute ESM-2 sequence embeddings, retrieve cryo-EM maps from a protein sequence via a two-tower model, and search GEO DNA-methylation arrays, all through typed tools with structured output. Ships with a 40-question evaluation harness that runs Claude as the MCP client.

An MCP server that enables AI assistants to analyze images for AI-generated content using noise maps, error level analysis, frequency analysis, spectral decay, color analysis, and metadata inspection.

MCP tools to debug events, edit maps, and playtest RPG Maker MV projects with AI

Provides cryptographic signing and verification for AI decisions to generate verifiable, Ed25519-signed receipts for compliance and auditing. It automatically maps AI actions to regulatory frameworks like HIPAA and SOX with high-performance, sub-3ms signing.

Pay-per-use API tools and LLM gateway for AI agents. 15 services (DART, Tabelog, Google Maps, Brave Search, Firecrawl, DeepL, ElevenLabs, and more) + smart LLM routing. No API keys needed, pay with USDC on Base.

Local server that lets Claude Code and Claude Desktop drive NotebookLM and Google Flow through the user's own logged-in Edge or Chrome session instead of a paid API, covering notebooks, sources, cited answers, Studio outputs (audio/video overviews, slides, reports, mind maps, quizzes) and image/video generation with Veo. It also self-verifies the buttons, menus and internal calls it relies on and reports exactly what the provider changed.

Enables AI agents to create style-locked game projects and generate sprites, animations, tiles, maps, music, 3D models, and VFX, then export engine-ready packages for Godot, Phaser, Unity, GameMaker, or RPG Maker MZ.

Enables agents to ask questions against Google notebooks and receive citation-backed answers with quoted source excerpts, while also generating and downloading audio overviews, videos, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps. Multi-account rotation with automatic re-authentication keeps long, high-volume batch runs going without manual intervention.

Enables agents to run citation-backed Q&A over Google NotebookLM notebooks with source excerpts, generate Studio artifacts such as audio overviews, video, infographics, reports, presentations, data tables, flashcards, quizzes, and mind maps, and sustain long batch runs through multi-account rotation with automatic re-authentication.

Enables MCP clients on a local network to generate and edit images with a self-hosted uncensored Qwen-Image-2.1 model over Streamable HTTP. Supports text-to-image at any aspect ratio, multi-image editing, transparent backgrounds, seamless textures with height and normal maps, 360 panoramas, upscaling, and watermark removal.

Enables MCP clients to drive Google NotebookLM for citation-backed Q&A over your sources, plus generation of audio, video, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps, using multi-account rotation with automatic re-authentication. It also exposes the same engine as a local HTTP REST API for no-code and custom integrations.

Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to reason about schema and generate accurate SOQL queries.

Enables citation-backed Q&A against Google notebooks and programmatic generation of audio, video, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps, with multi-account rotation and automatic re-authentication for large batch runs. The same engine is also exposed as a local HTTP REST API so no-code tools such as n8n, Zapier, Make, or plain curl can use it without an agent runtime.

Enables citation-backed Q&A against your own sources and programmatic generation of audio overviews, video, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps, with multi-account rotation and automatic re-authentication for high-volume batches. It is exposed both as MCP tools for agents like Claude Code, Cursor and Codex and as a 33-endpoint HTTP REST API for n8n, Zapier, Make or plain curl.

Enables AI agents to run citation-backed question answering against Google NotebookLM notebooks and to generate and download Studio artifacts such as audio overviews, video, infographics, reports, presentations, data tables, flashcards, quizzes, and mind maps. Multi-account rotation with automatic re-authentication and batch runs of thousands of questions let it sustain large-scale research without manual intervention.

Enables agents to run citation-backed Q&A against Google NotebookLM notebooks, add and read sources, manage sessions, and generate or download Studio artifacts such as audio overviews, video, infographics, reports, presentations, data tables, quizzes and mind maps. Supports multi-account rotation with automatic re-authentication for high-volume, resumable batch runs.

Enables MCP clients such as Claude to drive the real Google NotebookLM/Gemini Notebook website using a free Google account, including listing and creating notebooks, adding sources, asking questions with citations, and generating Studio content such as audio overviews, slides, mind maps, quizzes, and reports.

Provides read-only Model Context Protocol tools for My AskAI, enabling documentation search, filesystem queries, and pricing estimates.

Enables agents and workflows to query Google NotebookLM notebooks through both MCP and a plain HTTP REST API, returning citation-backed answers with source excerpts and handling multi-account rotation with automatic re-authentication. Also generates and downloads Studio artifacts such as audio overviews, videos, infographics, reports, presentations, data tables, flashcards, quizzes, and mind maps.

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

An auditable memory, lifecycle, and governance server for AI agents, providing durable memories with provenance, lifecycle management, and guarded workflows through the Model Context Protocol.

Enables Claude Code to use Alibaba Cloud Token Plan models via a local proxy that maps Anthropic-style model names to Alibaba IDs and provides missing endpoints like model discovery.

Enables agents to run citation-backed Q&A over notebooks, generate Studio artifacts such as audio, video, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps, and manage sources programmatically. Supports multi-account rotation with automatic re-authentication for high-volume batch runs across personal and Google Workspace accounts.

Enables citation-backed question answering grounded in your own uploaded sources, plus full Studio generation of audio overviews, video, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps, with multi-account rotation and automatic re-authentication for high-volume batch runs. It is exposed both as an MCP server for Claude Code, Cursor and Codex and as a local HTTP REST API for n8n, Zapier, Make and plain curl.