Categories / AI & media
Best AI & media MCP servers
120 servers, ranked by score. Showing top 120.
SearXNG Search
100MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
MCP for Adobe Premiere Pro
97Local-first MCP for supported Adobe Premiere Pro workflows; start with a read-only connection check.
FableCut
97Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
node9
95Access control for AI agents and MCP servers: allow, hold for approval, or block each tool call
Entroly
94Context Assurance for AI agents: context engineering, AI cost optimization, verification.
DuDuClaw
91Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.
anymd
90Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.
ha-mcp
90Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
arxiv-mcp-server
89Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
CartCut
89Edit video in the CartCut desktop editor: cuts from a transcript, captions, motion, effects.
Excel MCP Server
89Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.
token-optimizer-mcp
89Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
marm-mcp-server
88Universal MCP Server with advanced AI memory capabilities and semantic search.
aiterm-mcp
88Persistent terminals and one launcher for Claude, Codex, Grok, and Cursor harnesses.
xlsx-for-ai
8850 spreadsheet tools for .xlsx: recalc formulas, repair broken refs, read/write, diff, audit.
mcptoon
87MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).
llmwiki
87Compile documents into a cited knowledge wiki. Retrieve evidence, query, and review via local MCP.
mcp-listen
87Give your AI agents the ability to listen. Microphone capture and speech-to-text.
CNEquity
87China A-share data lake for AI agents: prices, fundamentals, flows and events, point-in-time.
mikrotik-mcp
87MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.
orcareplay
86Read, replay and fork recorded coding-agent runs.
Kinocut
86Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.
mcp-video
86Compatibility package: mcp-video now installs Kinocut (formerly mcp-video).
pdf-mcp
86Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.
Kinocut
86Guardrailed video editing MCP server: 200 FFmpeg tools, Video Receipts, Shorts repurposing.
portkey-admin-mcp
85Portkey Admin API control-plane MCP server with Prisma AIRS interoperability guidance.
CodeCartographer
85Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
AIHOT
85Chinese AI news: search topics, explore hot events, and read daily, weekly and monthly briefs.
comfyui-mcp
85MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
Audio
85Edit, analyze and convert audio: loudness, spec checks, denoise, EQ, cuts, BPM, key. No ffmpeg.
Firecrawl MCP Server
85MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
lm
85Connect Claude to any OpenAI-compatible LLM endpoint and offload routine work to a local model.
mcp-image
85AI image generation and editing with prompt optimization and quality presets
Synap Memory
84Persistent memory for AI agents — log and recall conversation context over MCP.
mdma
84MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.
emem, the verifiable memory protocol for the physical world
84Shared, verifiable memory for machines and AI. Encode where data lives; decode with any AI.
PlaceRoot
84Grounds AI agents in Overture Maps open data — compact answers, no API key.
DataSinking
84Full-text financial reports (US, China, Japan, Korea, Taiwan, UK) as clean Markdown for RAG agents.
Misata: synthetic data library
84Local, offline: multi-table synthetic data with joins that hold and exact totals. Seeds databases.
adeu
83Automated DOCX Redlining Engine
Pitroom
83Hands bounded coding work to cheaper worker agents: verified answers, exact diffs, cost receipts.
Steam MCP Server
83Steam store/game data (no key) plus player profiles, libraries and achievements (Steam Web API).
Bestax
83Props, examples, CSS variables and Agent Skills for bestax-bulma React components (Bulma v1)
dreamd
83Local-first, cross-harness memory for AI coding agents.
ChatSpatial
83Schema-enforced spatial transcriptomics analysis with 20 tools and 65 methods via MCP
imgflip-mcp
83Browse Imgflip meme templates and generate memes (caption images, AI memes) via the Imgflip API
Alibaba Cloud DashScope — Qwen
83Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.
pump.fun Solana Data
83Free, read-only pump.fun + Solana MCP: token discovery, on-chain analysis, SNS, 3D snapshots.
three.ws Solana Memo Media
83Extract validated image data URIs from Solana SPL Memos and return them inline to MCP clients.
Midplane
82Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.
Django Admin MCP
82Django admin models over MCP: CRUD, actions, history, autocomplete — capped by Django permissions.
showtime
82Local video studio for your coding agent: scenes, voice, music and captions, on your machine.
genieacs-mcp
82MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management
TMDB MCP Server
82MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via OMDb.
desktop-touch-mcp
82Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.
stata-mcp
82Let LLM help you achieve your regression analysis with Stata
VASTlint
82Validate VAST, VMAP, and DAAST ad tags against IAB specs. 234 rules, pure Rust core.
Audio File MCP App
82Inspect local audio files — playback, metadata, loudness, spectrogram.
YouTube Research MCP
82Citation-ready YouTube transcript research and optional channel intelligence for AI agents.
GEML — a plain-text document format built to be edited in place, one section at a time
82One section in, one section out — on Markdown/GEML files, bad writes refused.
three.ws Vanity
82Read the three.ws vanity-address market: quote difficulty + USDC price, browse the board.
runapi-mcp
82130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.
PlaceCall
82Real phone calls to US businesses: book, ask, get quotes. Returns outcome and transcript.
DevProjex
81Read-only MCP server that turns a folder or repository into redacted, token-efficient context.
Better-TG-CLI (Telegram)
81Telegram on your own account: read, search, send and press bot buttons. Writes need your approval.
SageMath
81Stateful SageMath MCP server with 40 tools and a sandboxed Sage session per client.
kitsune-mcp
81Hot-reload for MCP servers + mount any community server mid-session, Docker-caged. No restarts.
honesty-mcp
81MCP server exposing 11 honesty-SDK kits (grounding, trust, audit, corroboration) as agent tools.
brainllm
81Self-hosted memory for LLMs in TriliumNext, structured by the server and editable by you.
Agent Sniper
81Self-custodial pump.fun sniper: arm strategies, snipe, manage positions. Simulate by default.
three.ws Agora
81Agora agent economy over MCP: browse the board, register, claim on-chain work, and post bounties.
three.ws Alerts
81Create, update, and delete pump.fun alert rules and read fired-alert history across channels.
three.ws Assistant Widget
81Generate a paste-ready embed for a floating 3D avatar chatbot on any website.
three.ws Audio
81Text-to-speech, speech-to-text, audio-to-face lipsync, and motion-capture clips for 3D agents.
three.ws Autopilot
81Set autopilot scopes and a daily SOL spend cap, then propose, execute, and undo agent actions.
three.ws Blender
81Drive a local Blender headlessly: inspect, convert, render and script 3D files.
three.ws Brain
81List LLM providers and run chat completions through the three.ws multi-provider router.
three.ws Concierge
81Ask any website's AI concierge a grounded question, and generate the embed to add one to a site.
IBM watsonx.ai Granite
81IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.
IBM Granite via x402
81x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
three.ws Knock
81Reach a real person: quote their door, browse who is reachable, knock, and read the reply.
three.ws KOL
81Per-wallet KOL deep dive — a tracked trader's portfolio P&L and its trades on a given mint.
three.ws Loom
81Browse the community 3D-creation gallery, fetch a creation with its viewer URL, and submit it.
three.ws Marketplace
81Browse and discover the public three.ws agent marketplace and skills catalog. Read-only.
three.ws Notifications
81Read the inbox, mark items read, manage delivery preferences, and register Web Push devices.
three.ws Provenance
81Append-only, signed, on-chain-verifiable agent action log — record and audit what agents did.
three.ws Scenes
81Compose a placed 3D diorama from one sentence, export a forged world, browse saved scenes.
three.ws Signals
81Discover signal feeds ranked by proven edge, rank publishers, and subscribe + track results.
$THREE Token
81Price, hold, and burn $THREE on Solana — the first MCP server whose actions burn a token.
three.ws Avatars
81three.ws 3D avatars in your agent: render a live, interactive 3D avatar inline, or get an embed.
x402 Universal Payer
81Pay any x402 endpoint on the open web: auto-paying bridge with Bazaar discovery and spend caps.
Remembra Relay
81Cross-agent handoff: the next coding agent starts from the last one's facts, not a blank page.
yourimageshare
81MCP server exposing the YourImageShare upload API (upload/list/delete) as tools for AI agents.
Grok FAF
81Persistent project context for xAI Grok. IANA-registered .faf format.
Unraid RMCP
80Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
Nauro
80Decision system for software built with AI
SkillTotal
80Deterministic security scan of MCP servers, agent skills and npm/PyPI packages. Runs locally.
Vexa
80Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.
transcription
80Transcribe audio and video and work with your transcript library from any AI app. 119 languages.
Doc Bridge
80Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
sem
80Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents
Citation Intelligence
80Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
Stepgate
80Agents can't skip steps: runs gated stepfiles on the client's own model.
inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail
80Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.
Agent Comms
80Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
Docker MCP Server
80Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.
schemagate
80Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.
brightdata-mcp
80Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
al-buddy-memory
80Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.
Iris
80Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.
pubcrawl
80PubMed & Europe PMC literature search, US/UK drug labelling, and clinical trials for AI assistants.
three.ws Herald
80Tell your human in person: a 3D character walks onto their open browser tab and says it out loud.
three.ws Home
80Read and safely act on a real Home Assistant house: rooms, live state, scenes, gated actions.
FFmpeg
80Trim, convert, resize, compress, and remix audio and video.
SUNGLASSES
80Input firewall for AI agents: scan text and files before an agent reads them. Local, no network.
Agenda Intelligence MD
80Evidence-readiness MCP server: validate, audit, and score briefs, memos, and evidence packs.
NovelAI Image MCP
80NovelAI image generation as MCP tools: txt2img, img2img, inpaint, upscale, Director, ControlNet.
Tokonomix Council
79Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesises one answer.
OPA MCP
79Author, validate, debug, and explain OPA Rego policies through any MCP-compatible client.
ProxmoxMCP-Plus
79Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.