Every MCP server in the official registry that has something to show: 58 054 in total, of which 33 075 answered our last handshake and 6 925 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 58 054 of them expose — written from our own handshakes, not from the specification.
33 075 answering 19 189 with real installs 457 762 tools indexed
One MCP server for all web data. Scrape, search, crawl, and AI research in one install.
Local-first PDF accessibility audits with cited findings and an offline HTML report.
Judge AI-written Python: no invented packages or calls, no facts from memory, verified LLM output.
Read-only CVE triage: verdicts from CISA KEV, EPSS and exploit feeds, each reason linked.
Cisco Webex MCP server for messages, spaces, teams, people, webhooks and attachments.
MCP server for the Google Chat API: spaces, messages, threads, reactions and memberships.
Source-verified medical evidence for agents: 404 shelves of checked trial evidence with citations.
MCP gateway that checks each agent tool call against a signed grant and policy, and signs a receipt
Profile, clean and validate CSV/Excel data: schemas, dates, numbers, duplicates. Never guesses.
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login
Call graph for coding agents: callers up to HTTP routes, callees, usages for TS/JS, Go, Python, Java
Deterministic structural framing analysis for AI-generated documents; no LLM call of its own.
MCP server for the Google Apps Script API: projects, code, versions, deployments and executions.
Authoring bridge for Caveat: validate, check and test programs; explain decisions; find dependents.
Fast file search: Everything SDK on Windows, Spotlight (mdfind) on macOS, locate/plocate on Linux.
112 SDLC prompts (ES/EN) for AI coding agents, each with its operating contract.
Every country in Arabic and English: names, nationalities, dial codes, phone validation.
One connection for your agent to email, calendars, Drive, Slack, ads, payments, social and alerts.
OpenSea NFT collection data via NFT Data API, paid per request with x402.
MCP server for the Gmail API: search, read and send email, manage drafts, labels and the trash.
Parametric 3D modeling in Autodesk Inventor: sketches, features, sheet metal, assemblies
A Rosetta Stone for multicolor 3MF files: one project in, a checked file for every printer out.
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
Insurance documents into JSON, with the quote and page behind every value.
Adaptive AI training coach MCP server backed by Garmin Connect
MCP server for the Google People API: search, create, update and delete contacts and groups.
Local-first MCP server giving AI agents contextual knowledge about the people in your life
Read-only MCP server for ROS2 and DDS: topics, participants, QoS mismatches, bags.
Check and verify Lean 4 proofs on hosted, warm Lean and Mathlib workers.
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI
Short-drama delivery packs, -14 LUFS mastering, subtitle safe areas, clean masters, rights checks.
Turn key: value notes, CSV/TSV and Markdown tables into typed JSON. Plain code, no AI, runs locally.
Schema-enforced spatial transcriptomics analysis with 20 tools and 67 methods via MCP
MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.
Local-first memory for AI agents: ground truths, failure firewall, negotiated recall over MCP.
Drive your real Chrome over MCP: real logins and cookies, multi-tab automation, deny-all by default.
Let your coding agents use your real, signed-in Chrome, in background tabs that never steal focus.
Read, watch and safely control Larnitech smart-home controllers over the API2 protocol.
The deterministic attack-surface perception layer for AI security agents
MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.
Add forms, a CMS and hosting to static and AI-built sites: forms, inquiries, content, deploys.
Task automation via SQLite, desktop Local API, or Mindwtr Cloud; read-only by default.
Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
Retrieval over the folder the session opened: files, search, read, code_pack, write_note.
Technical SEO in Claude: GSC + crawl + DataForSEO - audit, portfolio, market sizing, content recon.
VMware NSX security: DFW policies, security groups, tags, Traceflow, IDPS — 21 MCP tools.
Email MCP server for AI agents: IMAP/SMTP, Gmail, Outlook, calendar, ManageSieve, AI triage, OAuth2.
MCP server for time in cities around the world, time zones, DST, conversion, and meetings.
Persistent cloud workspaces for AI agents: run commands, edit files, use git and a browser.
Unofficial read-only MrBilit: Iranian flights, trains, buses, taxis and hotels, seats and prices.
MCP server for reading Simplenote notes across macOS, Linux, and Windows
AI-powered bioprotocol optimization — generate, search, and manage lab protocols via MCP
Flashless macOS & Windows native computer-use engine for AI vision, mouse & keyboard automation
Let your agent ask a person and continue with their answer.
On-chain token lock & vesting auditor: cancelable, revocable, transferable flags.
Hyperliquid prices, regime, vol, funding, dip/FOMO checks, plus Fear & Greed; USDC per call (x402)
Convert journals between A3, ContaPlus/Sage 50, QuickBooks, Xero and CSV; bank files to entries.
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
Unofficial read-only Khanoumi: search cosmetics and skin care, compare prices, shades, reviews.
Terminal output, project snapshots and semantic diffs as LLM-ready context
Homing Pigeon (homingpigeon.dev) sends text alerts from your code or agent to one phone: yours.
Search Shutterstock photos, footage, music and news images; preview, collect and license them.
Structural code-quality tools for AI coding agents.
Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead.
Local-first MCP server for data-quality discovery, evidence, drift, and controlled repair.
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscribers; pull reports.
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
Django admin models over MCP: CRUD, actions, history, autocomplete — capped by Django permissions.
Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Unofficial read-only Jabama: villas and stays with exact prices, group tours, events and theater.
Validate BGP and routing changes in a real containerlab lab: pass/fail verdict with evidence.
Read Remind classes, chats and messages, and manage notification settings.
Supply-chain malware scanner and MCP server: vet packages in 15 ecosystems before install, offline.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
Forecast questions about the future, including the outcome under each option.
MCP server for managing Caddy web servers via the admin API
Search and call AKShare financial data interfaces through three routed MCP tools
Computer use for coding agents on macOS: JS scripts, accessibility diffs, background input.
Agent-first SEO research and publishing: competitors, SERPs, internal links, and Search Console.
Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs.
Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.
Modify PDF text, replace with regex, and analyze layout while preserving fonts.
Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.
Web pages to clean Markdown, metadata, links, tech stack and scored SEO audits. Pay per call.
Query Google News RSS feeds and search interest over time via Google Trends.
Meter usage and manage usage-based billing from AI tools via the ClockNext API.
Drive a live Godot 4 editor: edit scenes and scripts, run and test the game, record GIFs.
Photoshop MCP server: natural-language AI photo editing in desktop Photoshop. AI orchestration.
Lets your own AI assistant build, run, validate and audit PROCESIO processes, forms and documents.
Juggle (whyjuggle.com) babysitting/petsitting for families: sits, sitters, messages (AI-built).
Parse Spanish Norma 43 bank statements, reconcile against invoices, validate IBAN/NIF/SEPA ids.
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.
Run your Discord server from Claude, Cursor or VS Code: messages, moderation, roles, forums, events
MCP server to discover and trade new token launches on Base chain.
Thermal, structural, modal, DC, and laminar-flow studies from STEP via Gmsh and Elmer.
ORDan's MCP server: calls, SMS and phone numbers for AI agents, under their owner's spend controls
Unofficial AllTrails MCP for Claude — search trails, get details, reviews, photos, saved lists
Local tasks, calendar commitments, and recurring work.
Find assets for what you're making, download what you own, and get a buy link to review.