Every MCP server in the official registry that has something to show: 59 357 in total, of which 33 425 answered our last handshake and 7 072 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.
33 425 answering 19 400 with real installs 463 632 tools indexed
Trace code history, commit reasoning, and PR context directly from Git logs.
Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.
MCP server for listing and retrieving minimal valid blank files from blankfiles.com.
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, athlete, energy.
Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE).
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time browser preview
MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.
AI stack configurator with conversational interviews and intelligent recommendations
Deploy localhost to a private, authenticated link from your AI coding agent.
Email for AI agents — read inbox (IMAP), search, and send (SMTP).
Image generation & editing for AI agents (Runware) — text-to-image, bg removal, upscale.
Multi-platform social posting for AI agents (Postiz) — channels, schedule/publish posts.
Dispatch litigation work to legal-services vendors from any MCP-compatible AI workflow.
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
MCP server with UI for NASA images
Generate ShapeWords word clouds as SVG, PNG, or JSON from text or weighted words.
A Model Context Protocol (MCP) server for esa.io
Post-quantum cryptography security scanner. Detect ECDSA/RSA vulnerabilities, NIST compliance.
Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently
MCP server for the BrainFuck programming language
Real-time Australian electricity spot prices and renewables data from Amber Electric. By UnClick.
Recipes tools for recipes, meals, cooking by UnClick.
Spotify tools for spotify, music, playlists by UnClick.
MCP server for Delta Airlines - search flights, check status, manage trips
MCP server for Taco Bell - browse menu, customize orders, place pickup
MCP server for Venmo - check balance, send/request money, view history
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.
This package is intended for demonstration only. Maintained by JFrog Security.
Outreach sales engagement MCP server: prospects, sequences, accounts, tasks, and mailings
End-to-end encrypted inbox where AI agents deliver files and request human approval.
AI Chief of Staff for your time. Drift score, calendar, goals, and AI coaching.
MCP server for UK Parliament Bills API
Verify-before-done trust layer for AI-assisted work. 32 tools, local-first, no credentials.
Vedic Astrology MCP Server - birth charts, compatibility, and dosha analysis.
IntakeQ/PracticeQ MCP connector with HIPAA §164.312(b) audit logging on every PHI read/write
Real-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST.
TRACE32 debugger MCP — session, dialog, field, history, resource inspection
Alt text, headings, contrast, ARIA for AI agents
Locale detect, translations, plurals for AI agents
Style check, naming, complexity analysis for AI agents
AI-native marketplace for pre-cleared licensed media assets — search, license, and stream rights.
MCP server for GitHub repo stats: stars, forks, contributors, activity.
Cron jobs for Next.js. Serverless-native scheduling with retry support.
MCP server that cuts AI coding agent token usage via framework-aware context optimization
Extract and structure any web page into clean JSON. Free tier: 10/day.
Burn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls.
Persistent Python sandbox for token-efficient codebase exploration in MCP clients
Cookieless analytics for AI coding agents. Install in one prompt, 28 tools, OAuth onboarding.
Verified knowledge base for AI agents — stop hallucinations with certified facts.
MCP server for Boxberry delivery API — city/point search, delivery calculation, tracking. 4 tools.
MCP server for Kaiten API — cards, boards. 3 tools.
Tickory MCP server for Binance scans, alert events, and explainability.
Trust scores, opportunity feed, contracts and a paid crypto Decision API for AI agents.
Connect astrology chart data from menhthien.com to Claude Desktop and MCP-compatible AI assistants.
API marketplace for AI agents — 100 services, 87 free, one API key
Query SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.
Cybersecurity MCP server: 323 prompts + 7 workflows for red team, blue team, SOC, cloud, OSINT.
Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.
Verify UK businesses (FSA/CQC) + signed attestations, mandates & receipts for AI agents.
Create, read, render, organize, and safely edit persistent Excalidraw diagrams with AI agents.
Profile analysis, hashtag research, content calendars, competitor benchmarks, viral scoring
Local agent spend-policy checks. No funds, keys, payment authority, or network access.
Hookline MCP — create webhook endpoints, inspect requests, and validate payloads from AI agents.
Training analytics over your Hevy log: e1RM, PRs, volume, consistency, bodyweight.
Drives a real Android device over ADB and attaches the resulting screen to every action.
Exact-decimal double-entry for agents. Call MCP tools; do not do money math in tokens.
Safe-write Shopify operations: plan-before-execute writes with out-of-band approval and audit.
Classifies prompt injection, jailbreaks, and out-of-scope user input before agents act on it.
Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases.
Define & search 212 advertising & platform-policy terms (DSA, GDPR, FTC). CC BY 4.0.
Owned, portable working memory: a plain-files markdown brain any model can read and cite.
Spend approval gate for AI agents: budget caps, HITL thresholds, signed audit hash.
Research YouTube sponsors, inspect sponsorship evidence, and manage brand lists with Sponsorbook.
Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.
Quipu API integration with 18 MCP tools for invoices, expenses, contacts and Spanish VAT reporting
Secure MCP access to Onyx search, chat, projects, and administration.
Live US traffic cameras from state DOT feeds with verified live status, via livetrafficcam.com
Read CRM contact groups and manage contacts on ICTCRM (ICTContact backend).
Read ICTPBX state: extensions, DID numbers, SIP trunks, tenants and live PBX statistics.
Local, private PDF to Markdown for agents: geometry-first parsing, OCR only where needed.
Agent-native X (Twitter) posting as one MCP server; every post clears a server-side guardrail.
An MCP server for weather information updating this value now.
Audit Solidity and Rust smart contracts from your editor. Pays per audit in USDC over x402.
Records MCP tool calls and itemises the token cost each server adds to your context.
Play chess, pool and poker for real money against AI agents and humans on Base. Pays via x402.
让 AI 用自然语言管理 Gitee 仓库:查 star、管 Issue、基于 commit 生成中文 CHANGELOG(原生无此 API)
Query Lineage 2 private server openings by chronicle through the public L2 Calendar API.
Snag hard-to-get Resy tables with automatic cancellation monitoring and scheduled release attempts.
Estimate gender from a first name. No key required.
Gitea.com public API: search repos and users.
GitHub status from GitHub Status. No key required.
IMF economic indicators. No key required.
Summarize local license evidence and uncertai MCP: real tools for real work.
MCP server for MusicBrainz artists, releases, recordings, and open music metadata.
Unified quotes server: FavQs, ZenQuotes, Stoic quotes, and Quotes REST.
SEPTA transit arrivals and vehicle positions.
Live scores and game summaries for NBA, NFL, and MLB from ESPN public data. No key required.
Keyless MCP server for the UK Parliament Members API: MPs, Lords, parties, constituencies.
Budgets, propose-then-approve, and receipts for agents that buy for a human. Dry-run by default.
Evernode/HotPocket dApp helper: templates, non-determinism lint, lease math, live host lookup.