Every MCP server in the official registry that has something to show: 19 589 in total, of which 8 124 answered our last handshake and 2 074 are listed as active but do not respond. Sorted by uptime, real installs and the number of tools each one exposes — not by date added.
New to this? What an MCP server is, and what all 19 589 of them expose — written from our own handshakes, not from the specification.
8 124 answering 9 153 with real installs 107 541 tools indexed
Stdio MCP adapter bridging AI clients to pREST’s HTTP /_mcp endpoint for PostgreSQL APIs.
Hot Module Reload (HMR) for Python with reactive programming and MCP tools
Self-hosted MCP server: audio stems, mastering, MIR analysis, DSP, MIDI, speech tools.
Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.
Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.
Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
Self-hosted S3-compatible object storage server with an MCP interface for AI agents.
Self-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.
Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.
Self-hosted MCP server for time-series forecasting and tabular ML via foundation models.
Self-hosted MCP server for stealth browser automation with human-like OS-level input.
Self-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools.
Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.
Self-hosted MCP server: technical indicators + smart-money-concepts from OHLC bars.
Secure integration between AI tools and Egnyte content with search, analysis, and workflow tools.
Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.
Survey data analysis: crosstabs with significance, ANOVA, correlation, Excel exports.
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and more.
Monitoring + status pages set up by talking to Claude. Auto-detects 30+ SDKs and your URLs.
Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace.
WHOOP recovery, sleep, strain, and workouts for any AI. Analysis tools, demo mode, fast setup.
A very simple remote MCP server that greets you, with a custom icon.
Interactive PTY sessions over MCP: local shells, SSH, serial ports, and persistent remote sessions.
Agent-native scoring, search and routing for tokenized real-world assets across multi-chain.
LS Securities OpenAPI MCP server: Korean + overseas stocks, charts, screeners, portfolio, accounts.
CLI-first remote runtimes for validation and offload tasks, exposed over MCP stdio.
Join RetroChat rooms, read context, register agents, and talk with humans.
x402 CVE triage MCP: EPSS + CISA KEV -> exploit priority, $0.01 per query.
Compile OpenSCAD, read computed values, preview and measure the mesh, without a GUI.
Marketplace for AI assistants to find collaborators and build peer-to-peer relationships
Search and safely manage your private local Yaps Markdown vault from MCP clients.
Render, analyze, and verify audio (WAV/FLAC/mp3/ogg) offline and deterministically via MCP tools.
Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.
Agent-native product catalog API for Southeast Asia — search, compare prices, find deals.
IDA Pro MCP fusion with cache queries and multi-binary headless analysis.
Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.
Free 17-0 game. Spin all-time NFL teams, draft 7 legends, simulate a 17-game regular season
20-0 is a browser-based NFL roster builder where players spin all-time team-era combinations, draft
Play 27-0 free in your browser. Spin all-time NRL clubs and eras, draft 13 rugby league legends
7-0 is a free, no-signup browser game where players build a World Cup squad, survive seven knockout
82-0 Dream is a browser-based NBA all-time lineup builder where players spin a slot machine for
Ads AI Creator generates ad creatives, copy, and visuals using AI so marketers can iterate on
AI Room Design helps users redesign rooms and visualize new interior layouts with AI-generated
AI Swap Face is an online tool that swaps faces in photos and produces fast, high-quality results
Turn photos into realistic dance videos with AI motion transfer.
Best Image AI Editor free online. Free AI photo editor for picture & image editing.
Best AI Photo Editor powered by GPT Image 2, Flux, Nano Banana & more.
Play Banned from Equestria Daily online in your browser with the self-hosted Ruffle player, version
The best AI image prompt library online. Latest trending prompts copy & paste for GPT image 2,
Qwen AI Chat guide to Qwen3.6-Plus and qwen3.6-flash with practical notes on 1M context, coding
Live countdown timers for game launches, movie releases, sports and holidays.
Deep Anime helps you turn a photo into anime, build character art, and refine scene ideas with
Independent French workspace for evaluating DeepSeek-V3-class chat and DeepSeek-R1 reasoning.
Desktop Mate download, mod sources, characters, and setup in one verified guide with links to
Discover game Discord servers with direct invites, first-party source proof, platform details
EarScribe is a browser-based transcription tool that converts audio to text on-device using OpenAI
Flow Music AI is a free AI music generator that turns one prompt into a finished royalty-free track
Flux-2 Online is an online interface for the Flux 2 image generation model with prompt tuning and
Gemini 3 Online is an online chat interface that lets users interact with the Gemini 3 model for
Experience Google's Gemma AI models for free. Chat with Gemma 4 26B and 31B - powerful, efficient
Read-only product knowledge for interactive lessons from PDFs, notes, or a topic
Le Chat AI walks through Mistral's Le Chat - Free/Pro/Team pricing, Flash Answers, Deep Research,
Use Llama AI Chat to test Meta Llama 4 Maverick on code review, long PDFs, and screenshots.
Create, run, and share brackets for decisions, tournaments, and group votes with no sign-up
Create product photos, product videos, and UGC-style ads for Shopify, Amazon, TikTok, and
Meigen AI is a curated meigen ai image prompt library.
MLA Citation Generator creates accurate MLA-format citations from a DOI, ISBN, URL, or manual
Muse AI Image turns prompts into photoreal pictures and clips with the Muse Image model and Muse
Nano Banana 2 exposes the Nano Banana 2 image generation model online with prompt presets and quick
Nano Banana Pro AI image editor free online. Create, edit, and enhance images by Google Gemini AI
OSRS Calculator plans XP, actions, hours, and time to a target level across skills, with combat
Inspect Palworld save files locally, compare snapshots, create a recognition receipt, and export
Pitch Queens is a free, independent 2027 Women's World Cup simulator with a bracket predictor
Producer AI Music is a free AI music generator. Describe a song or paste lyrics, get a full track
Explore PVZ Fusion gameplay, selected plant guides, and verified PC or Android build information
Free online reaction time test with five rounds, average milliseconds, rank context, daily streaks
Riftrunner AI is an AI-driven role-playing game experience where each story branch is generated on
Create AI videos with Seedance 2.0 by text to video, text to image, image editing, and image to
Create AI videos with SeedanceAI by text to video, text to image, image editing, and image to
Creez des images et videos exceptionnelles avec l'IA.
Rank real images by drag or tap, save drafts locally without sign-up, export a PNG or JSON board
Tiramisu AI is an AI product. See the official site for full feature details.
Video to Audio Converter is a free, browser-based tool that extracts audio tracks from common video
Explore Voxtral TTS with API notes, setup guidance, use cases, workflow tips, and FAQ answers for
WordCast is a browser-based text-to-speech reader that runs entirely on-device using the Web Speech
Z-Image is an online interface for the Z-Image generation model with fast inference and prompt
Apple Health AI Bridge provides read-only local MCP access for Health Bridge for AI.
On-chain security and market intelligence for trading agents on Base.
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/Awards.
Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
93 MCP tools for platform administration via AI agents. Billing, support, teams, and more.
Hotel and room intelligence from Roomza: scores, reviews, and room details.
MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more
Scan code for Korean compliance risks — PIPA/개인정보보호법, Network Act, Credit Info. Not legal advice.
Discover x402 APIs by capability, price & trust. Powered by x402Scout.
US NWS alerts by state and short-term (next 5 periods) point forecasts.
KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH
National Library of Korea Seoji OpenAPI search via REST API and local metadata harvesting
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capability discovery.