Every MCP server in the official registry that has something to show: 33 956 in total, of which 17 609 answered our last handshake and 3 724 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 33 956 of them expose — written from our own handshakes, not from the specification.
17 609 answering 11 784 with real installs 261 226 tools indexed
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.
MCP server for Google Flights: search, price tracking, cabin comparison, emissions, and more.
MCP server for Pipedrive CRM. 155 tools for deals, persons, organizations, activities, and more.
Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.
Japanese public-program MCP — subsidies, loans, tax, law, invoice. 261 tools, ¥3/billable unit
AI-assisted MCP server for JSTQB-based test planning, design, review, and analysis.
Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.
Wraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans.
Expose declarative YAML-defined workflows as MCP tools over stdio
Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps
MCP server that makes PLAN.md the operational backbone of agentic development
Natural-language queries over a verified emissions knowledge graph, plus standards validation
Tamper-evident audit, MindQL, and Action Records — embedded memory database for AI agents.
Validate NHS General Ophthalmic Services (GOS) claims pre-submission. Catches errors in GOS 1-6
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials.
MCP server for NetIntel — DNS, SSL, WHOIS, email security, OSINT via x402 micropayments
MCP server for WolframScript
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
MCP server for the Open Telekom Cloud Price Calculator API (eu-de, eu-nl, eu-ch2).
Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.
Local-first MCP bridge for NinjaTrader 8 behind a deterministic guardrail engine.
Self Healing Infrastructure MCP Server by MEOK AI Labs
Slugify Ai MCP Server by MEOK AI Labs
MCP server for housing coordination in East Africa (nyumba = house)
MCP server enabling offline-first agent operation over intermittent connectivity
UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
MCP Server for Agent Reputation & Trust Scoring
Product analytics for user flows: aha moments, retention, funnels, per-user dot plots. YC method.
Non-custodial cross-chain OTC for AI agents: sealed RFQ, negotiation, HTLC atomic swaps. Testnet.
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Production-proven Polymarket CLOB V2 trading and data. Fail-closed fills; keys stay local.
Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants
Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes
An MCP server that provides tools to author OSCAL security compliance documentation
Memi is the read-only design engineering audit and skill layer for coding agents.
AniList MCP server for accessing AniList API data
MEOK AI Labs - bft-governance MCP server extracted from SOV3
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
33 image tools: free local editing, AI upscaling, background removal, and product photos
Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
Find the LLM/AI calls you didn't need — where plain code or a regex does the job. No model.
Event-sourced knowledge graph memory for AI coding agents with semantic search
Figma MCP server with full read/write access via plugin bridge — no API token or rate limits.
Motion sensor for AI agents: tells when a screen region changes or goes still. Scores, never pixels.
Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
Shared AI + user PowerShell session on Windows - execute commands, run scripts, automate your PC
AEM MCP server. Chat with your AEM instance for content, component, and asset operations.
Control ParaView through arbitrary Python code
Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.
MCP server for Microsoft SharePoint — manage folders, documents, and metadata.
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.
Personal knowledge graph every MCP client reads from and writes to. Portable across agents.
MCP server for OpenClaw deployment health: gateway, resources, errors, skills, upgrades, disk.
MCP server for Scrivener: read, write, analyze, and search your manuscripts with AI assistants.
Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.
Typed Alberta electricity market data and analytics via official AESO APIs.
Sandboxed test runs for coding agents: compact typed verdicts with failure fingerprints and history
Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.
Consult Grok through xAI's metered API with exact model selection and no fallback
RollingGo Hotel Booking MCP Server (Global/AI Edition)
Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.
BAG EPL: Spezialitätenliste, medication and reimbursement data
BAKOM telecommunications and media open data
MCP server for SAP ABAP development with 15 tools for ABAP objects, syntax, ATC, and more
Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.
Compares AI coding tool spend before and after a migration via MCP tools.
Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.
Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment notes for skip hire a...
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
Read and write the system clipboard — tables, text, code, JSON, URLs, images, and more.
MCP server for searching Pexels stock photos, videos, and curated collections.
Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.
MCP server for InsightSentry financial data API - market data, options, screeners, and more
MCP server for iCloud (Apple) Calendar access via CalDAV
Deterministic, read-only TRIZ knowledge: parameters, principles, matrix, tool routing, effects.
MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers
Control Krita through a secure local MCP server and authenticated Windows bridge.
Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab
Search the Wikibooks Cookbook, read a recipe and rescale it to any number of servings.
Signs, hash-chains, and verifies compute usage receipts via an MCP server, no issuer trust required.
Local Kokoro-82M TTS MCP server that synthesizes and plays speech on your machine
Policy-gated agent spend with signed receipts and rail-extract audit
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
Translation Ai automation via MCP. Includes translate text, detect language, check grammar. By MEOK
An MCP server for natural language inference
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming
MCP server for qiskit-gym reinforcement learning quantum circuit synthesis
MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP
Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.
Build, run, inspect, and publish browser extensions from any MCP client. 30 tools, 11 browsers.
Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams