Every MCP server in the official registry that has something to show: 19 589 in total, of which 7 927 answered our last handshake and 2 271 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.
7 927 answering 9 153 with real installs 107 404 tools indexed
Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.
Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay on-device.
52 MCP tools for AI social media: create, distribute, analyze, and optimize content.
Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination
One MCP server for Polish legal data - courts, legislation, KRS, tax, KIO, UODO via 4 unified tools
GoHighLevel MCP for Claude: 233 tools, 49 modules, incl. the only programmatic GHL workflow builder
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.
Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.
MCP server for automated web accessibility scanning with Playwright and Axe-core.
MCP server for PDF generation, parsing, splitting, merging, and manipulation via oxidize-pdf
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.
Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.
Web search, news, page retrieval, sitemaps, and trending topics through Search1API.
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federated MCP gateway.
MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.
Design kits, brand naming, and domain research for coding agents.
Semantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.
Operate your Sapiens Sintéticos AI studio: generate image, article, voice, music and video.
Canadian ACB and capital gains: average-cost, per-disposition gains, superficial-loss detection.
Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.
Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.
MCP server to search, inspect, and cross-reference RCSB Protein Data Bank structures
MCP server for ALTR data security: databases, tags, policies, classification, access, audits
Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.
Graph and local semantic context for Obsidian, with guarded remote MCP access and edits.
58 CQRS tools exposing 230 GitLab operations across 26 entity types
Agent-native installer and control plane for Paydirt iOS feedback
OurFamilyWizard co-parenting for Claude — messages, calendar, expenses, and journal
PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants
Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network.
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
Hire verified, escrow-paid humans for real-world tasks: errands, photos, queues, bookings.
MCP server for Flux AI image generation
MCP server for Google Veo AI video generation
Huly MCP: feature-complete MCP server for Huly integration
Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists.
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.
ArchitectOS - AI-Native Repository Intelligence & Architecture Operating System.
Search Swedish second-hand marketplaces (Blocket, Tradera, Klaravik, Vinted) for used items.
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, HR, and reports.
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents
File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.
Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.
Security suite for AI agents: flag drains, permit-phishing & risky actions before signing.
Git-native project memory for AI assistants with enterprise-grade audit compliance
AI writes. SPARDA proves. Deterministic, offline security gate for AI edits.
Checks whether each cited source supports the claim it backs. Blinded human-first, local-first.
MCP server that fetches YouTube video transcripts and optionally summarizes them
providing weather information, air quality data, and timezone utilities using the Open-Meteo API.
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.
Fill existing fillable, flat and scanned PDF forms from structured data; save reusable templates
Local searchable memory over your coding-agent session histories, served back via MCP recall.
Deterministic axe-core accessibility scans (WCAG 2.1 AA, EN 301 549, PDF/UA) via your account.
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, and RSVPs
Chords, scales, progressions, transposition, and MIDI tools for music theory AI agents.
Read, edit, publish, and preview your pepita websites from Claude.
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
Drive a running OrcaSlicer with AI: load models, tune settings, slice, and analyze results
Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams
A Model Context Protocol server for use with Tauri v2 applications
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and more
MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.
Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evidence.
Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.
MCP server for FCA Handbook compliance analysis with verbatim citations.
Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases
Bidirectional data lineage graph for Power BI (.pbix) files, from source to display
Google Search Console + Bing Webmaster Tools + GA4 — unified SEO intelligence for AI agents.
GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.
575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.
Read-only VMware vCenter/ESXi monitoring with 27 MCP tools. Code-level safety.
Discover, inspect and call ranked external data & tool APIs with unified billing and usage audit
On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.
Extended Google Sheets for Claude via gogcli — auth + full Sheets support
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
Canton and City of Zurich education data: schools, statistics, infrastructure
Private escrow for AI agent work on Beam: verifiable delivery, worker collateral, M of N disputes.
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and CPE.
Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.
Operate local deploy trains for coding-agent worktrees with approval-gated deploys.
Governed MCP workflows with policy validation, findings tracking, and review gates.
Semantic codebase search + persistent working memory for AI code editors. Local, no API key.
Weather MCP server: GeoSphere Austria high-resolution data for Austria/Alps, Open-Meteo worldwide.
MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.
Windows-local MCP server for PLAXIS 2D Remote Scripting: geometry, staged construction, results.
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
Query U.S. Census Bureau data, variables, and geography via MCP.
YouTube MCP server for token-optimized, structured data using the YouTube Data API v3.
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents
Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
Multi-step web research with citations via Perplexity's Agent API. Standard library only.
Self-hosted web research for MCP agents.
Google Workspace MCP server for Gmail, Calendar, Drive, Docs, Sheets, Slides, Contacts, and more
Model-agnostic computer-use MCP: screenshot, safety-gated actions, Windows UIA targeting.
Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.