Every MCP server in the official registry that has something to show: 58 676 in total, of which 33 442 answered our last handshake and 7 055 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 58 676 of them expose — written from our own handshakes, not from the specification.
33 442 answering 19 336 with real installs 462 300 tools indexed
Explains peer-dependency conflicts as a graph and suggests the least-change resolution.
Plan a safe dependency upgrade path: ordered intermediate versions, breaking changes, verdict.
Build a project glossary from supplied code and doc terms, merged, with source links.
Art QR codes via a hosted service: generate, vary, list and retarget scannable picture QR codes.
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
Inspect, author, validate, and run high-content microscopy workflows.
MCP Server for stock and crypto
MCP server for the Lexware Office API — invoices, contacts, articles, and vouchers.
Retrieve only the relevant code for a codebase question, within a token budget.
Persistent decision memory for AI agents: rationale, rejected approaches, and entity history.
MCP server for Belgian legislation (Moniteur Belge): ELI identifiers and citations.
Licensed soundtracks and sound effects matched to your video. Commercial use OK.
How often a company publishes long-form work, and whether that rate is rising or falling.
Grounds AI agents in Overture Maps open data — compact answers, no API key.
TIA Portal MCP gateway: let any AI agent create blocks, write SCL, compile and simulate.
Explore the social map, publish through your wallet, and exchange encrypted private messages.
Host, Docker, Compose, SSH, logs and ZFS operations via two action-router tools.
UniFi controller: clients, devices, WLANs, health, alarms, events, sysinfo, identity.
GPU energy per million output tokens by model and GPU, with grid carbon intensity.
Create, search, read and organize PinMark sticky notes on your Mac. Fully local.
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist, catch-all, age.
Health monitoring for all your MCP servers
Legislation for 32 jurisdictions (21 EU) as law-as-git, keyless, with ELI-style citations.
Microsoft 365 Outlook mail via Graph: read, search, send, reply, forward, draft, move, delete.
Detect the ecommerce platform, payment providers and catalogue size behind a storefront.
Scan what an AI agent running as you can reach; optionally verify which keys are live (x402).
AI-editable diagrams as code: draw from YAML, propose diffs a human applies, export SVG/Mermaid.
Local memory for any AI agent: Markdown files with sources, a review queue and search.
Turn messy product photos into listing-ready images, with a fidelity receipt on every staged shot.
Estimate a home's after-repair value from scored, gated sold comps, with the evidence.
Check a lead file before import: duplicates, bad emails, MX, websites, and one verdict per row
Blockscout explorer data: addresses, blocks, transactions, tokens, NFTs, and contract reads.
PCAP analysis: DNS, DHCP, ICMP, TCP flows, anomalies, and SIP from capture files.
One shared, durable memory for your AI coding agents — local-first, zero-dependency.
MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows
Post, delete & read on X (Twitter) using your own logged-in web session — no paid API.
Image risk, EXIF/IPTC/XMP, reverse-image backlinks, content, watermark, OCR via PicDefense.io.
AEC subcontractor vendor procurement plumbing layer. Preview V3 2027. Patent pending.
Get a research grade Tranco popularity rank and trend for any company domain.
Browse the Binary & Thread catalogue, stage a cart, get a checkout link. No card data in chat.
GuardBee MCP bridge to Agent Threat Rules (ATR) for runtime agent/MCP threat detection
Gmail messages, threads, labels, drafts and sending, as MCP tools via the Gmail API.
Shopify developer docs, API learning, GraphQL introspection, and code validation.
Search public marketplace listings, projects, and documents for real-world assets.
Plan a release rollback: flags first, then env changes, then migrations in reverse order.
Find the tests relevant to a source file from an import map, ranked, with the run command.
openFDA identifier resolution: drug labels and applications, device submissions, classification.
Geographic data by API key: countries, states, cities, currency rates and IP geolocation.
Scan news for funding rounds, exec moves, product launches, and acquisitions at any company.
One spend ceiling per agent job, as MCP tools. Bound to a task_ref you pass, not a calendar month.
Recheck a named influencer watchlist and return what moved since the run before it.
Read influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link.
Web search, page extraction, crawling, and site mapping powered by the Tavily API.
Search technical documentation and read web pages as markdown.
Check a CONTRIBUTING document against the repo's actual contribution gates; report gaps.
Run tests into a Sigstore-signed receipt; get a redacted failure packet on red. No images posted.
Mine supplied closed issues for repeated questions; draft an FAQ with counts and links.
Search 25,000+ meme templates and create captioned, shareable memes via the free Memeboat API.
Send encrypted, expiring file links and inspect availability without consuming a download.
Browser automation using Playwright with optional stealth mode to bypass anti-bot protection.
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
AI-powered development platform for Kubernetes deployments and intelligent automation
Scans AI coding sessions and assistant configs for leaked secrets and risky hooks; local, redacted
AI-assisted Solana trading bot with 331 MCP tools across Meme, Spot, Perpetuals, and Mirror modes.
Catches palette colors, native elements and APIs your design system lacks in agent-written React.
Watch company job boards for new, closed, and reposted postings, with 30 day hiring velocity.
MongoDB tools: query, aggregate, index, and administer collections and databases.
Compare two JSON documents deeply, ignoring key and array order, with every difference pathed.
Local stdio bridge to GroundTruth scan reads, bid drafts and pricing.
Transcribe links with a txscribe account; read transcripts, summaries and search back.
Audit a local PDF against the machine-checkable basics of PDF/UA accessibility. No uploads.
Search a fragrance index: perfumes, notes, houses and guides; similar scents and alternatives.
Trigger events, query channels, and manage realtime messaging on Pusher Channels.
AlgoVoi crypto payments via MCP: USDC + native on Algorand, VOI, Hedera, Stellar.
Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants
Read Reddit from local MCP-compatible clients (Claude Code, Codex, etc.) via public RSS feeds.
MCP server for NetIntel — DNS, SSL, WHOIS, email security, OSINT via x402 micropayments
Validate, lint, test-run and explain Open Lakehouse Contracts with LakeLogic, from any AI assistant.
Read-only tools that check whether code, and the tests that claim it works, are real.
GitHub repositories, issues and pull requests via the REST API, as MCP tools.
HubSpot CRM objects, properties, owners, and associations: list, search, write.
OpenWeather current weather, 5-day forecast, One Call, air pollution, and geocoding.
CueAPI agent-work scheduling: cues, executions, claiming, heartbeats, and outcomes.
Data observability: alerts, freshness checks and schema drift for your data assets.
Read-only Dropbox: list, search by name or content, read files, and inspect metadata.
AI-crawler readiness checks and fixes: GEO score, robots.txt, schema.org, FAQ and llms.txt.
Beck agent plan board: workspaces, documents, epics, tasks, decisions and progress over REST.
UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search.
MCP server for Juniper Networks device operations via junos-ops
Read-only Sui analytics: fund tracing, protocol-aware tx decoding, no API keys or wallet.
Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.
Get a company funding record from SEC Form D, Companies House and press, each labelled.
Follow a creator bio link and report the newsletter, what they sell, and the contact emails.
Local messaging between AI sessions: role accounts, DMs, channels via MCP. Windows only.
NSW public transport: trip planning, real-time departures, service alerts, Park&Ride car parks.
Your coding agent answers with dashboards: charts and tables from read-only SQL, Excel and CSV.
A company's public feature board: top requests, votes, status, integration asks.
Local file and media tools: images, PDF, audio, video, OCR, batch and metadata. Runs locally.
Harmonise drug names and clinical trials using public licence-clean APIs.