Every MCP server in the official registry that has something to show: 20 023 in total, of which 8 666 answered our last handshake and 1 727 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 20 023 of them expose — written from our own handshakes, not from the specification.
8 666 answering 9 276 with real installs 109 406 tools indexed
Coded error stack trace debugger and automated patch generator.
Automated design token builder producing clean CSS and Sass assets.
Automated design system token generator and export utility.
Decentralized task broker and message relayer for multi-agent swarms.
Multi-agent swarm planner and project sprint allocator.
Premium SEO and Answer Engine Optimization (AEO) oracle for AI agents.
3D graphic mesh generator and WebGL scene builder.
LLM token optimization gateway implementing semantic pruning.
LLM query cost optimizer minimizing context waste.
DeFi protocol simulation model scoring tokenomic structures.
Safety execution proxy protecting clients during tool calls.
Terms of Service contract analyzer flagging abusive clauses.
C2PA standard visual authenticity scanner and metadata auditor.
Generates React components and design frameworks from visual layouts.
Visual UI/UX scanner auditing websites for heuristic compliance.
Secret scanner preventing leaks of corporate keys and credentials.
Hallucination validator and factual grounding checker for LLM outputs.
Acoustic sentiment parsing and voice veracity analyzer.
On-chain toxicity and spam transaction detector for Web3 wallets.
DEX liquidity wash trading and volume manipulation detector.
Web3 social sentiment aggregator analyzing crypto trends.
Forensic accessibility and UI/UX front-end audit tool for web apps.
Real-time Twitter/X data miner and sentiment parser for autonomous bots.
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
PII and secrets sanitization gateway with advanced OCR merging logic.
Zero-knowledge proof validator and cryptographic locker.
Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.
Drafts Google & TripAdvisor review replies; agents can never post themselves. Free rate check.
Connect AI Assistant to Fibery — operating system for orgs run by nerds.
Shared, persistent semantic memory for your AI: save, search by meaning, recall with sources.
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-native attribution.
Author, validate, simulate, and one-click-build game economies on the Magicweave platform.
Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.
Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geocoding.
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and account events.
Browse, search, rename, and favorite your Tolstoy media library from any AI client.
Generate marketing videos and images in chat with Tolstoy Studio's AI creative director.
Run user research from any AI tool. Create studies, recruit participants, query insights.
Study planner for high school students. Manage tasks, deadlines, and schedules.
Private projects, preflight, decisions, and handoffs that keep work continuous across AI tools.
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & drug interactions.
AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, ticket routing.
Search and read Indonesian court cases. Filter by court, year, and case type.
Indonesian government procurement — LPSE tenders, Inaproc data, and company profiles.
Global customs trade data and company registry. Search shipments, and look up legal entities.
Court e-filing and process serving. Submit filings, serve process, and manage orders.
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and triage via TimelinesAI.
Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more.
Connects ChatGPT to your Apple Calendar via a local Mac agent + Vercel relay
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac agent + MCP relay.
MCP connector for Apple Reminders — search, create, complete, and edit via your own Mac.
Search and reason over your Obsidian-style Markdown vault, right from ChatGPT.
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via a local Mac agent
Draft, schedule, and publish posts to 8 social platforms with human approval via Socialync OAuth.
17 market-data tools for AI agents: eBay sold prices, company KYC, SEC filings, patents, auctions
Official JMPY.me MCP Server: URL shortener, QR codes, and 70+ marketing analytics tools.
Search, inspect, organize, annotate, share, and automate creative assets in Shade.
License-clean African & EM data as citable agent tools: company fundamentals, tenders (OCDS), macro.
Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships)
Japan real estate data: transactions, land prices, vacancy, hazard, zoning & more.
Manage contacts, campaigns, senders, and deliverability via SuperSend API
AI-verified knowledge base with trust scoring, temporal facts, and skill cards.
AI visibility analytics for brand mentions, citations, sentiment, and GEO reports
Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits
AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.
Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.
MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assistants.
Marketo MCP server for AI. 130 tools to operate Marketo from Claude, Cursor, or ChatGPT.
One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.
Phone carrier lookup, append, verification, DNC, and fraud data services.
AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTube, Medium, and more
UK case law MCP (21 tools). Free API key: casenode.ai/api/signup → Dashboard → API keys.
McDonald's China MCP Server with event calendar, coupon inquiries and redemption features.
Multiple AIs peer-review and debate your question, then return one fact-checked answer.
Remote MCP learning coach for coding agents.
Israeli tax research: source-grounded answers with official citations, in Hebrew.
Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor sandboxes.
Investigate errors, track deployments, analyze performance, and manage application monitoring
Find and book verified local home service professionals through AI agents.
Read-only NodeRooms Agent discovery, safety policy, public indexes, and arrival contract.
Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations
MyTelescope demand intelligence: signals, forecasts, competitor share, and emerging trends.
Self-hostable AGPL SEO manager backend: keyword research, content queue, SERP tracking over MCP.
Deterministic same-seed but-for twin for battery fleets — synthetic-only (DR-236)
AI-powered application security testing — scan APIs, discover endpoints, and find vulnerabilities.
Managed database, auth, file storage, email, analytics, and deployment for coding agents.
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recurring jobs.
Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: send_notification.
Your personal AI travel concierge — flights, hotels, 116M+ POIs, visas, weather & more
Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.
Security gateway for AI agents: policy, approval, and audited execution, no secrets shared.
Turn a topic, URL, or document into a narrated, animated explainer video.
Project portfolio management for PMOs. Alternative to Microsoft Project Online. OAuth + PAT.
Automate Google Ad Manager: campaigns, line items, creatives, inventory, reporting — 51 tools.
Verified, citable German & EU law for any LLM. Daily updates from official sources, hosted in DE.
MCP-native collaborative markdown editor with real-time AI document editing
AI website audit: security, SEO, performance, UX and accessibility checks with actionable fixes.
Run ads on Google, Meta, LinkedIn, TikTok and more from AI. 430+ tools across 13 platforms.
Real-time Amazon, WIPO & PACER data for AI agents — 19 tools via the MCP protocol.