Every MCP server in the official registry that has something to show: 59 357 in total, of which 33 474 answered our last handshake and 7 023 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 59 357 of them expose — written from our own handshakes, not from the specification.
33 474 answering 19 400 with real installs 462 122 tools indexed
MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input
SAM.gov data by API key: entities, exclusions, opportunities, awards, hierarchy, subawards.
EveryPage tracked PDF links: upload, update and delete PDFs, variant links and webhooks.
Commission physical-world tasks from a human service: list services, request quotes, track.
Keyless market research: DDG suggest breadth, Etsy saturation, Google Trends trajectory
Validate emails, domains, IPs, VAT numbers and IBANs in milliseconds to block fake sign-ups, bots a…
Insurance go-to-market intelligence: ranked prospects, evidence, buying committees and outreach.
Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.
Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.
Bridge between Ableton Live and AI. Inspect, analyze audio, and control mixing via MCP.
Fire one canonical conversion event to every ad platform's server-side Conversions API.
Unofficial Garmin Connect server: training load, form, HRV readiness and workouts for your watch
GPA calculator MCP server. GPA, CGPA, SGPA, weighted GPA, target grade, conversions, final grade.
Forwarding client for the IMBA agent documentation: facts, use cases, tier policy and doc URLs.
Dated formula history, confirmed changes, and evidence for U.S. pre-workout supplements.
Download video and audio from public media URLs, or extract their metadata, with one async REST API.
21 Mamba Labs account-intelligence MCP tools in one server: identity, signals, ICP. Clay-ready.
20 SKILLs de auditoría interna para agentes de IA según IIA, COSO, NIST, ISO, COBIT y ACFE.
Connect coding agents to your Althea and, through her, a consent-first network of ML researchers.
US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data.
One shared, persistent memory across AI agents and systems, with semantic recall and live updates.
Compile your own business capabilities from declarative YAML and serve them as MCP tools.
Drive and scrape your existing Chrome profile from any AI assistant — no headless browser.
Read S1000D data and publication modules as structure, with applicability and verification status.
Shared failure knowledge for agents: check known tool failures, report failures and outcomes.
Convert files/URLs to PDF via conv2pdf; writes output files locally and deletes conversion jobs.
LLM API prices, cost estimates, model comparisons and language token tax for GPT, Claude and Gemini.
theses.fr: French doctoral theses - search by MCP: real tools for real work.
Agentic browser harness: your agent CLI in your real, signed-in browser, from a side panel or MCP.
Search Driflyte's topic-indexed crawled web knowledge: list topics and retrieve documents.
Model and map U.S. election races: scenarios, swing, turnout and precinct-level roll-ups.
Search cruises, check fares and price history, and look up cabins, ships, lines, ports.
Manage feature flags, segments, projects, environments, and team members
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
Read-only Polymarket prediction market data for AI agents.
Code intelligence MCP server — impact analysis, semantic search, dependency graphs
Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.
Local multi-client RAG server over the Model Context Protocol.
Search your AI chat history from Claude, Cursor, Codex, and other MCP clients.
Chat, image, video, speech, music and media models with one account — local (npx) or hosted.
Read-only Postgres: drop-in for the archived server-postgres, with schema context.
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
PII/secret redaction, email checks, sanctions screening and OSV vulnerability lookups for AI agents.
Audit a site's cookie consent from the EU: trackers before consent, reject, after reject, GPC.
Let an AI watch a video: timestamped transcript, scene-selected keyframes and exact frames. Local.
Ceramic glaze chemistry: unity formulas, limit checks, substitutes, recipes, shelf and firing logs.
Send, read, organize emails, manage labels, drafts, and filters
AI-orchestrated calendars, contacts & tasks across any DAV platform. 27 tools, field-agnostic.
Manage Komodo through AI assistants
Italian e-invoicing: FatturaPA XML/SDI, XSD v1.2.3, Specs 1.9.1, 43 tools. Signing, SDI, archiving.
MCP server for Czech legislation (e-Sbirka SPARQL) with ELI and verifiable citations.
Call Google's Antigravity CLI (agy) headlessly from non-TTY contexts (subprocess, MCP, CI).
Source-grounded Quickshell, QML, and Qt documentation, examples, and real-world implementations.
Edit in GIMP 3 with AI agents: live previews, grouped edits, pixel measurements and recipes.
Verify and settle VSL Settlement Receipts. Verification needs no network and no account.
Japanese station, accessibility, hazard and alert data from official sources, in English.
Convert files between 44 formats: documents, spreadsheets, images, ebooks, subtitles.
Morocco-Europe shipping data: quotes, couriers, routes, tracking and customs estimates.
Read-only backup and export of Xero accounting data: organisations, exports, manifests, downloads.
AI model releases, price changes, comparisons and cost estimates in one normalised feed.
Analyze code quality, security issues, and coverage across repositories
Ask any MCP client what Ayush Singh Tomar has built: projects, stacks, and a resume summary.
MCP server for filesystem access
MCP server for Lithuanian legislation (TAR via data.gov.lt) with verifiable citations.
MCP server for Romanian legislation (Portal Legislativ SOAP) with verifiable citations.
CallRail REST API v3: 57 tools for calls, leads, trackers, tags, users, and agency reporting.
Agent tools via MCP and REST: 46 MCP tools free (rate-limited), 31 REST routes x402-paid.
Drive a PC over MCP: shell, files, processes, system stats, screenshots, mouse and keyboard.
Open public tenders and RFPs from UK, EU TED, and Canadian portals, one row per notice.
Evidence-first browser QA with read-only MCP server for AI agent debugging.
Proof-of-work mining oracle: solo-mining odds, cost of production, network state, hardware, news.
Forwarding client for the ikeytz maps read/link service: service areas, places and site pages.
Read-only Moodle server: assignments, deadlines, grades, courses, forums, notifications.
Hands work to another coding agent over ACP: Claude Code, Codex, OpenCode, Gemini CLI and others
MCP server for Monnet — motions, plans, files, approvals, and the team's company brain.
Manage repositories, branches, webhooks, and pull requests in Bitbucket workspaces
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library
MCP server for Malcolm (Zeek/Suricata/Arkime/OpenSearch): threat-hunting access for AI agents
A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants
Track contact job changes: current employer, start month, role history, and left or landed status.
MCP server security scanner: detects prompt injection, credential leaks, SSRF, tool poisoning.
Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.
Generate + XSD-validate ISO 20022 E&I camt messages (camt.056 cancellation, camt.029 resolution).
Search BBC Good Food recipes, read one, and scale its ingredients. No API key.
Manage your local model machine over MCP: state, model pull/remove, service switch, LoRA training
Autonomous job application copilot, ATS form filler, and AI mock interview engine.
Paperless-NGX over MCP: search, read, upload and tag documents; manage correspondents and types.
List the Google ads a company runs, from the Ads Transparency Center, with a company summary.
Check x402 endpoint reliability on Algorand before an agent routes a payment there.
Website analytics (Umami) and email (Resend) for an AI assistant, as one MCP bundle.
Read-only project status: strict and weighted completion, each claim held to git.
Unlock, render, crawl and screenshot any website — anti-bot bypass and technology detection through…
Create, read, and modify spreadsheet data, formatting, and sheets
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
Causal root-cause analysis MCP server -- 56 tools across graphs, RCA models, PyRCA.