MCP servers, page 14

296 more maintained servers, from 24,867 tracked - communication, DevOps & monitoring, AI & ML. Page 14 of 17, grouped by what they're for and ranked by adoption and maintenance. Verified nightly.

communication

101 servers ranked top 15 →
Agent Swarm Full Agent Swarm API and MCP server with local SQLite storage for… 5,667 dl/mo · ★ 720 · 2026-08-24 Agent Phone Give AI agents real phone numbers, messages, and voice calls via MCP. 7,644 dl/mo · ★ 116 · 2026-08-24 Deepseek MCP server for DeepSeek AI with chat, reasoning, sessions, function… 11,370 dl/mo · ★ 17 · 2026-08-24 Iterable Data Streaming read, convert, and inspect 100+ formats. Install… 6,680 dl/mo · ★ 37 · 2026-08-20 Discord MCP Caller-owned Discord operations for AI agents with 208 typed tools… 5,547 dl/mo · ★ 72 · 2026-08-16 pulsemcp: 28 MCP servers Browse all 28 servers from pulsemcp/mcp-servers 2,768 dl/mo · ★ 77 · 2026-07-26 Mockserver Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or… ★ 4,949 · 2026-08-22 Agenticmail MCP Server Real email and SMS for AI agents - send mail, receive verification… 1,552 dl/mo · ★ 205 · 2026-08-13 GraphQL Enhanced GraphQL gateway for LLMs. Handles huge GitHub GraphQL &… 9,640 dl/mo · ★ 2 · 2026-08-22 Telegram (MCP-telegram) MCP server for Telegram userbot - messages, media, reactions, polls… 1,761 dl/mo · ★ 33 · 2026-08-20 Discord MCP A lightweight, multi-guild Discord MCP server with 95+ tools 2,085 dl/mo · ★ 19 · 2026-08-23 Draw Io Create diagrams in chat, rendered as live interactive draw.io… ★ 5,265 · 2026-08-03 Fast MCP Telegram (leshchenko1979) Multi-tenant Telegram gateway for AI agents - HTTP+stdio, 8 tools… 1,098 dl/mo · ★ 48 · 2026-08-23 Pipes Hub Permissioned search and cited answers over Slack, Drive, Gmail… 2,957 dl/mo · ★ 6 · 2026-08-23 Ofw MCP OurFamilyWizard co-parenting for Claude - messages, calendar… 2,849 dl/mo · ★ 6 · 2026-08-23 Nestr Dev MCP Server Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing… 2,033 dl/mo · ★ 5 · 2026-08-25 ZulipChat MCP Server ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging… 1,740 dl/mo · ★ 25 · 2026-08-09 Guesty MCP Server Guesty property-management MCP. Read-only: reservations, listings… 4,123 dl/mo · ★ 6 · 2026-08-06 Better Telegram MCP Telegram MCP server - dual-mode Bot API + MTProto, composite tools. 1,265 dl/mo · ★ 11 · 2026-08-24 codespar: 127 MCP servers Browse all 127 servers from codespar/mcp-dev-latam 272 dl/mo · ★ 269 · 2026-08-12 Threadline MCP Agent-to-agent messaging relay. Discover agents, send messages, and… 240 dl/mo · ★ 77 · 2026-08-24 Feishu User Plugin Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as… 1,752 dl/mo · ★ 8 · 2026-08-02 jonathanrreed: 11 MCP servers Browse all 11 servers from jonathanrreed/apple-mcps 624 dl/mo · ★ 11 · 2026-08-21 Infinitecampus MCP Infinite Campus (Campus Parent) for Claude - grades, attendance… 1,394 dl/mo · ★ 2 · 2026-08-23 Intercom Relays messages between two Claude Code sessions on different… 414 dl/mo · ★ 15 · 2026-08-19 Technocore Chat Shared rooms and durable notes for agents over plain HTTP… 154 dl/mo · ★ 68 · 2026-08-25 Messages Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server 352 dl/mo · ★ 19 · 2026-08-19 Microsoft Teams API AI-native Microsoft Teams integration - read chats, send messages… 1,881 dl/mo · ★ 4 · 2026-08-12 PumpFun Claims Bot MCP server for PumpFun on-chain intelligence - tokens, claims… 725 dl/mo · ★ 19 · 2026-08-17 Fast MCP Telegram (alexeyleshchenko) Multi-tenant Telegram gateway for AI agents - HTTP+stdio, 8 tools… 1,098 dl/mo · ★ 2 · 2026-08-21 Mistral MCP Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM… 1,666 dl/mo · ★ 15 · 2026-07-01 Agentspore Connect an AI agent to AgentSpore: receive tasks, report progress… 428 dl/mo · ★ 11 · 2026-08-23 Omnicord Discord server management MCP for AI agents: chat, moderation… 1,104 dl/mo · ★ 7 · 2026-08-12 iMessage MCP 25 tools for searching, analyzing, and exploring your iMessage… 497 dl/mo · ★ 21 · 2026-08-15 Datawrapper A Model Context Protocol (MCP) server and app for creating… 589 dl/mo · ★ 49 · 2026-07-01 Getcoherence MCP Server Coherence MCP - chat with your CRM's AI agent from Claude, Cursor… 1,115 dl/mo · ★ 2 · 2026-08-12 Warp Ozbridge OzBridge: run Warp Oz agents from any MCP client - Claude Code… 736 dl/mo · ★ 2 · 2026-08-24 Ethora MCP CLI MCP server for the Ethora chat & messaging platform: chat ops, AI… 385 dl/mo · ★ 6 · 2026-08-24 YAAC Messaging between concurrent AI coding sessions, across clients… 484 dl/mo · ★ 3 · 2026-08-21 Cursor Chat Bridge Drive the Cursor agent from Telegram, Discord, or GitHub - with… 1,191 dl/mo · ★ 2 · 2026-08-07 Telegram Archive MCP MCP server for Telegram Archive - search messages, browse chats, and… 278 dl/mo · ★ 4 · 2026-08-19 Clicksend MCP Server MCP for ClickSend. 460 dl/mo · ★ 3 · 2026-08-10 Pickle Free, local MCP server that audits ClickUp, Slack & Teams for work… 593 dl/mo · ★ 3 · 2026-08-14 Mup MCP server that turns HTML MUP panels into interactive UI tools for… 280 dl/mo · ★ 11 · 2026-08-08 Suwappu Cross-chain DEX for AI agents. Swap tokens across 7+ chains. 252 dl/mo · ★ 3 · 2026-08-24 Notify MCP Server MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu… 1,370 dl/mo · ★ 29 · 2026-03-26 Entra News Podcast Search Entra.Chat podcast transcripts - Merill Fernando's Microsoft… 288 dl/mo · ★ 2 · 2026-08-19 Join Cloud Collaboration rooms for AI agents. Real-time messaging + standard git. 169 dl/mo · ★ 63 · 2026-07-15 WhatsApp Web MCP Server MCP server for WhatsApp via whatsapp-web.js: send/receive messages… 312 dl/mo · ★ 22 · 2026-07-10 Adaptive Cards MCP Generate, validate, and optimize Adaptive Cards for Teams, Outlook… 240 dl/mo · ★ 31 · 2026-06-20 Whatsapp Macos WhatsApp MCP for macOS - Read messages from local DB, send via… 221 dl/mo · ★ 2 · 2026-08-20 Openfuse MCP Encrypted mail, shared memory, and persistent context for AI agents. 286 dl/mo · ★ 18 · 2026-06-20 Aem MCP Server AEM MCP server. Chat with your AEM instance for content, component… 631 dl/mo · ★ 4 · 2026-06-22 Ksail SDK for creating, managing, and operating Kubernetes clusters and… ★ 165 · 2026-08-25 prompts.chat MCP Server Search and retrieve AI prompts from prompts.chat, the social… 740 dl/mo · ★ 33 · 2026-03-28 Pusher Channels Trigger events, query channels, and manage realtime messaging on… 296 dl/mo · ★ 3 · 2026-08-15 Upnote Lens MCP Read, search, and summarize your UpNote notes - and create new ones. 343 dl/mo · ★ 5 · 2026-06-04 nirholas: 5 MCP servers Browse all 5 servers from nirholas/ethereum-wallet-toolkit 60 dl/mo · ★ 24 · 2026-08-17 Cursor History MCP server for browsing, searching, exporting, and backing up your… 478 dl/mo · ★ 32 · 2026-03-08 Kwork Kwork freelance marketplace: browse projects, submit offers, manage… 194 dl/mo · ★ 3 · 2026-07-28 Imessage Max AI-optimized MCP server for iMessage on macOS. Read, search, and… 122 dl/mo · ★ 6 · 2026-08-08 Thask Dependency-graph MCP server. Tells Claude/Cursor what breaks if you… 223 dl/mo · ★ 8 · 2026-07-05 tlennon-ie: 6 MCP servers Browse all 6 servers from tlennon-ie/neurodock 79 dl/mo · ★ 11 · 2026-08-17 Magpipe Manage AI voice agents, calls, SMS, contacts, and phone numbers via… 245 dl/mo · ★ 6 · 2026-06-06 Telegram MCP Telegram MCP server: read, send, and search messages and manage… 252 dl/mo · ★ 5 · 2026-06-17 Chronicle MCP Local MCP server to sync, clean, and index AI chat logs locally.… 341 dl/mo · ★ 2 · 2026-06-30 Orca Router Browse 160+ LLM models and live pricing - no API key needed for… 452 dl/mo · ★ 10 · 2026-05-26 Talkback Chat with your Ableton session in real-time. 234 dl/mo · ★ 24 · 2026-03-24 Figmanage Let agents manage your Figma workspace. 102 tools for seats, teams… 457 dl/mo · ★ 8 · 2026-03-22 Server Tempmail MCP server for temporary email management using ChatTempMail API 390 dl/mo · ★ 10 · 2025-09-09 Teamwork MCP Server The Teamwork.com official MCP server helps teams efficiently manage… ★ 24 · 2026-08-21 Markdown Formatter AI Answer Copier - Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV… 430 dl/mo · ★ 3 · 2026-04-20 Telegram Notify MCP Send Telegram notifications from AI agents - text, photos, and… 268 dl/mo · ★ 7 · 2026-03-13 Max Messenger MCP server for MAX Messenger by VK. 21 tools: messages, media… 282 dl/mo · ★ 6 · 2026-03-31 Runframe MCP Server MCP server for Runframe incident management covering incidents… 291 dl/mo · ★ 4 · 2026-04-26 Pin RAG MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube… 387 dl/mo · ★ 2 · 2026-04-10 Cascade Img LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate… 75 dl/mo · ★ 2 · 2026-07-18 Relay MCP relay server for Claude Desktop <-> Claude Code communication 205 dl/mo · ★ 4 · 2026-01-28 Microsoft Teams Connect Claude to Microsoft Teams - read/send messages, list… 274 dl/mo · ★ 2 · 2026-04-12 Aiogram MCP MCP server for aiogram Telegram bots - 30 tools, 7 resources, 3… 193 dl/mo · ★ 3 · 2026-03-16 Slack Explorer MCP MCP server specialized in retrieving information from Slack messages… ★ 50 · 2026-07-03 Clawaimail Email infrastructure for AI agents. Create inboxes, send/receive… 192 dl/mo · ★ 2 · 2026-03-23 Cobroya Mercado Pago payments for AI agents: payment links, search, refunds… 156 dl/mo · ★ 3 · 2026-03-11 WhatsApp MCP Server Manage WhatsApp Business templates and send messages via Meta Cloud… 105 dl/mo · ★ 3 · 2026-04-04 Wazionapps MCP Server 244 WhatsApp Business AI tools for messaging, automation, marketing… 125 dl/mo · ★ 2 · 2026-03-16 Astravue MCP Manage projects, tasks, time tracking, and team collaboration… ★ 12 · 2026-06-09 Decker Deterministic market-state engine for trading agents - state, gate… ★ 3 · 2026-08-24 Registry Monitor Monitor MCP registry for new servers - Discord Slack notifications… ★ 28 · 2026-08-17 macOS-only MCP server that exposes iMessage chat macOS-only MCP server that exposes iMessage chat.db to Claude and… ★ 2 · 2026-08-24 WhatsApp Connect Read, search, and send personal WhatsApp messages from any MCP… ★ 2 · 2026-08-24 Squad Decision intelligence for product teams. Turn scattered feedback… ★ 2 · 2026-08-17 Tokenrip Collaboration layer for AI agents. Publish assets, send messages… ★ 5 · 2026-07-20 Flow Castle Build, edit, and deploy Telegram bots on FlowCastle's hosted visual… ★ 2 · 2026-07-25 Magic Insights Query your customer feedback: studies, themes, suggestions, tags… ★ 2 · 2026-06-25 Hackle Remote MCP server for the Hackle Admin API: experiments, feature… ★ 3 · 2026-06-15 JMAP Email Email management via JMAP - mailboxes, messages, identities, and… ★ 2 · 2026-07-05 Samihalawa Whatsapp Go MCP Scan QR codes and go! No more troublesome autos or APIs! Send text… ★ 6 · 2025-11-13 Lassare Human-in-the-loop for AI coding agents - ask questions, get… ★ 5 · 2026-03-03 Elasticflow AI-native team workspace - tables, documents, workflow automation… ★ 2 · 2026-05-01 Note MCP Server MCP server for note.com: create, edit and retrieve posts. ★ 2 · 2025-09-23 Synapbus MCP-native agent-to-agent messaging hub with channels, DMs, and… ★ 2 · 2026-05-19

DevOps & monitoring

100 servers ranked top 15 →
Dynatrace MCP [DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or… 85,897 dl/mo · ★ 134 · 2026-08-19 World Monitor Live global intelligence: real-time markets, conflicts, country… ★ 83,963 · 2026-08-24 LibreNMS MCP MCP server for LibreNMS network monitoring - query devices, ports… 7,905 dl/mo · ★ 37 · 2026-08-20 Monitor BetterDB MCP server - Valkey observability for Claude Code and other… 635 dl/mo · ★ 1,301 · 2026-08-21 Open Metadata Official OpenMetadata MCP: governed context and business semantics… ★ 14,959 · 2026-08-25 Kubeshark MCP Server Real-time Kubernetes network traffic visibility and API analysis for… ★ 12,057 · 2026-08-18 Homebutler Inspect and manage a homelab over MCP - status, Docker, ports… 1,262 dl/mo · ★ 240 · 2026-08-23 Opik MCP Server Interact with Opik prompts, traces, datasets and metrics through the… 1,098 dl/mo · ★ 217 · 2026-08-24 DOS - the trust substrate for agent fleets Verify what agents actually shipped, arbitrate file collisions… 2,302 dl/mo · ★ 19 · 2026-08-24 Grafana An MCP server giving access to Grafana dashboards, data and more. ★ 3,384 · 2026-08-24 Uptime Kuma A Model Context Protocol (MCP) server for Uptime Kuma version 2. 2,100 dl/mo · ★ 47 · 2026-08-16 Datadog MCP Full Datadog API access: monitors, logs, metrics, traces… 3,894 dl/mo · ★ 5 · 2026-08-23 Agentic Ledger Local-first flight recorder for AI agents: sessions, costs, loop… 3,762 dl/mo · ★ 5 · 2026-08-24 Radar Kubernetes visibility for AI agents: query workloads, events, logs… ★ 3,103 · 2026-08-24 Bastion (vaquarkhan) Security middleware for MCP. Blocks prompt injection, PII leakage… 3,423 dl/mo · ★ 5 · 2026-08-24 VMware AIops AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31… 1,156 dl/mo · ★ 69 · 2026-08-06 Agentburn Local profiler for AI agents: burn by source, overnight bill… 1,553 dl/mo · ★ 12 · 2026-08-24 Lians Agent Memory Bitemporal memory for AI agents with point-in-time recall and… 1,240 dl/mo · ★ 10 · 2026-08-24 Mcpspend Query your MCPSpend usage: cost today, top tools, recent sessions… 596 dl/mo · ★ 101 · 2026-07-29 Testkube MCP MCP server for Testkube - Manage test workflows, executions, and… ★ 1,647 · 2026-08-24 Yapitalism Drive terminal coding agents by voice, with receipts that never… 1,358 dl/mo · ★ 7 · 2026-08-24 Bomly Give your coding agent the dependency graph it is about to change… 1,021 dl/mo · ★ 11 · 2026-08-24 VMware Monitor Read-only VMware vCenter/ESXi monitoring with 27 MCP tools.… 1,878 dl/mo · ★ 12 · 2026-08-06 pulsemcp: 28 MCP servers Browse all 28 servers from pulsemcp/mcp-servers 357 dl/mo · ★ 77 · 2026-07-26 Iris Eval MCP Server The agent eval standard for MCP. Score every agent output for… 992 dl/mo · ★ 7 · 2026-08-24 Arduino MCP Server (hardware-mcp) Arduino MCP server for CLI setup, board detection, compile/upload… 591 dl/mo · ★ 16 · 2026-08-22 Zuul Zuul CI - build failure analysis, log search, pipeline status, and… 486 dl/mo · ★ 18 · 2026-08-22 Go Model Self-hosted gateway aggregating upstream MCP servers behind one… ★ 1,077 · 2026-08-24 Zabbix MCP MCP server for Zabbix monitoring and automation 723 dl/mo · ★ 9 · 2026-08-22 Gdelt MCP Server Search and analyze global news coverage and US TV transcripts via… 1,034 dl/mo · ★ 4 · 2026-08-22 Mushi Mushi Bug translation for vibe coders: plain-English diagnosis +… 1,186 dl/mo · ★ 3 · 2026-08-22 Safe SSH MCP A secured scoped SSH MCP server for executing safe read-only… 748 dl/mo · ★ 6 · 2026-08-19 Nora Operate self-hosted OpenClaw and Hermes agent fleets on Docker or… 203 dl/mo · ★ 47 · 2026-08-25 Agent Lens Tamper-evident, SHA-256 hash-chained audit trail and observability… 312 dl/mo · ★ 22 · 2026-08-23 Greptimedb MCP Server Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL… 443 dl/mo · ★ 29 · 2026-08-16 SandBase Harness Stdio MCP bridge for SandBase Harness agents, sessions, turns… ★ 633 · 2026-08-23 Marmot Data Catalog Open-source data catalog. Search assets, explore lineage, and find… ★ 606 · 2026-08-24 Regula Offline AI governance code indicators (EU AI Act, Korea, Colorado).… 561 dl/mo · ★ 4 · 2026-08-25 Thoughtbox Extended reasoning with structured processes, persistence, and… 460 dl/mo · ★ 64 · 2026-07-15 N3mo N3MO: Code intelligence engine mapping repositories into queryable… 399 dl/mo · ★ 24 · 2026-08-14 Guardian Security, cost, and health governance proxy for MCP infrastructure 2,810 dl/mo · ★ 3 · 2026-06-07 Arduino MCP Server (akshatnerella) Arduino MCP server for CLI setup, board detection, compile/upload… 591 dl/mo · ★ 3 · 2026-08-22 Spanlens MCP Server Query Spanlens LLM observability from Cursor, Claude Desktop, or… 261 dl/mo · ★ 12 · 2026-08-24 Release Gate Pre-deploy security auditor for AI agent code - the risks generic… 1,128 dl/mo · ★ 3 · 2026-08-12 Console Automation MCP server for AI-driven console application automation and monitoring 208 dl/mo · ★ 45 · 2026-08-11 Incident Response MCP for Apache Airflow Diagnose Airflow failures from UI links with bounded logs and… 596 dl/mo · ★ 2 · 2026-08-24 Openaq MCP Server Find air-quality stations and read pollutant observations from… 1,079 dl/mo · ★ 2 · 2026-07-27 Scherlok Zero-config data-quality monitoring: profile a warehouse, detect… 205 dl/mo · ★ 9 · 2026-08-20 Waitbus Workstation-local event bus: agents wait on or emit… 348 dl/mo · ★ 2 · 2026-08-24 Kafka Sentinel Read-only Kafka observability MCP server: cluster health, consumer… 617 dl/mo · ★ 3 · 2026-07-31 Nslookup DNS lookups, health reports, SSL certs, security scans, GEO scoring… 411 dl/mo · ★ 22 · 2026-07-17 Health Monitor Monitor MCP, CI, and HTTP targets with health history, TLS expiry… 1,561 dl/mo · ★ 2 · 2026-07-22 Prometheus MCP Server MCP server providing Prometheus metrics access and PromQL query… ★ 513 · 2026-08-05 Scout MCP Local An MCP server for Scout Monitoring data interactions. 214 dl/mo · ★ 30 · 2026-06-20 Infra Lens MCP SSH Linux metrics, baselines, anomaly detection, and plain-English… 1,451 dl/mo · ★ 2 · 2026-07-22 Victoriametrics MCP Server for VictoriaMetrics. Provides integration with… ★ 220 · 2026-08-23 Spinnaker MCP MCP server exposing Spinnaker CD platform via Gate API for pipeline… 336 dl/mo · ★ 5 · 2026-08-17 Gha Intel Workflow timing analysis, configuration audit and billing insight… 237 dl/mo · ★ 2 · 2026-08-20 LLM Usage Local-first, multi-provider tool that captures LLM API spend and… 190 dl/mo · ★ 3 · 2026-08-24 Duplicacy MCP MCP server for Duplicacy - monitor backup status and Prometheus… 220 dl/mo · ★ 2 · 2026-08-19 DevOps MCP Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty… 468 dl/mo · ★ 2 · 2026-08-01 HomeLab Monitor Self-hosted homelab dashboard with a built-in read-only MCP server… ★ 185 · 2026-08-24 Forge Craft Production engineering standards for AI coding assistants. Setup… 367 dl/mo · ★ 3 · 2026-08-15 GitLab CI MCP GitLab CI/CD MCP - pipelines, jobs, schedules, MRs, files. Any… 415 dl/mo · ★ 2 · 2026-08-12 Motor Current Signature Analysis MCP server for Motor Current Signature Analysis - fault detection in… 397 dl/mo · ★ 9 · 2026-05-29 GitHub Actions GitHub Actions MCP - view runs, read logs, re-run jobs, and manage… 228 dl/mo · ★ 4 · 2026-08-10 SigNoz MCP Server SigNoz MCP server: access metrics, traces, logs, alerts, and… ★ 115 · 2026-08-21 Telemetry Server Streams live progress from mcp-telemetry-sdk-instrumented tools to… 235 dl/mo · ★ 2 · 2026-07-29 Fleet MCP An MCP server that provides tools for managing and monitoring your… 1,282 dl/mo · ★ 5 · 2026-03-03 Marktplaats MCP Search Marktplaats and 2dehands: listings, sellers, categories and… 87 dl/mo · ★ 2 · 2026-08-19 Foxhound MCP server for querying Foxhound traces from Claude Code, Cursor… 142 dl/mo · ★ 2 · 2026-07-28 Adif MCP ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full… 236 dl/mo · ★ 3 · 2026-06-22 Taskbounty Check Local GitHub Actions/CI maintenance check (action pinning, token… 245 dl/mo · ★ 2 · 2026-06-21 AI R Read local AI agent sessions (Claude Code, Codex, OpenCode… 76 dl/mo · ★ 3 · 2026-08-04 ComparEdge Price Watch Dated log of SaaS, AI and crypto price changes: recent moves… 178 dl/mo · ★ 2 · 2026-07-10 Cronicorn Manage adaptive cron jobs and HTTP endpoint scheduling via AI… 676 dl/mo · ★ 3 · 2026-02-13 Transfa Upload any file, get a signed link. SHA-256 verified, TTL-enforced… 199 dl/mo · ★ 19 · 2026-05-15 servosity: 63 MCP servers Browse all 63 servers from servosity/msp-skills ★ 30 · 2026-08-24 Mcpproxy Local-first MCP proxy with BM25 tool discovery, security scanning… ★ 321 · 2026-08-25 Victorialogs MCP Server for VictoriaLogs. Provides integration with VictoriaLogs… ★ 96 · 2026-07-15 Uptimepage Monitor uptime and incidents, run checks, and publish status updates… ★ 17 · 2026-08-24 Log Analyzer MCP AI-powered log analysis - parse, search, extract errors across 9+… 276 dl/mo · ★ 5 · 2026-01-16 Ninja One MCP server for NinjaOne RMM - devices, organizations, alerts, and… ★ 23 · 2026-08-24 Process Process management and monitoring for AI agents with strict security… 282 dl/mo · ★ 3 · 2026-04-08 Uptime Robot Monitor websites, APIs, and servers: create monitors, triage… ★ 24 · 2026-08-13 Blacksmith MCP server for Blacksmith CI - query runs, analyze test failures… 205 dl/mo · ★ 4 · 2026-04-30 Uptimebolt MCP Server AI-powered infrastructure monitoring - health, incidents… 285 dl/mo · ★ 2 · 2026-03-05 Victoriatraces MCP Server for VictoriaTraces. Provides integration with… ★ 13 · 2026-08-18 Vmanomaly MCP Server for vmanomaly - VictoriaMetrics anomaly detection ★ 9 · 2026-08-24 Guardian Shield AI security layer: code scanning, PII detection, prompt injection… 112 dl/mo · ★ 3 · 2026-03-03 Mark Mesh Trademark search, monitoring and conflict research across 30+… ★ 6 · 2026-08-03 Palimpsest - censorship, China economy and model-eval observatory Live censorship, China economic, and tamper-evident AI evaluation… ★ 3 · 2026-08-25 Datto RMM MCP server for Datto RMM - devices, alerts, sites, jobs, and audit… ★ 3 · 2026-08-24 Monerometrics Live Monero (XMR) network metrics: reorgs, orphan blocks… ★ 2 · 2026-08-24 Pentesttoolscom MCP Server MCP server for Pentest-Tools.com: run scans, manage findings and… ★ 3 · 2026-08-03 Raygun Investigate errors, track deployments, analyze performance, and… ★ 22 · 2026-03-02 Actvt Query live Mac system metrics, listening ports, and Claude Code and… ★ 2 · 2026-08-14 Hefesto AI Pre-commit code quality guardian. Detects semantic drift in… ★ 6 · 2026-05-08 Actions Pulse Real-time GitHub Actions observability: DORA Metrics, Cost Analysis… ★ 3 · 2026-02-08 ReNoUn - Crypto Regime Classification Crypto regime classifier for trading agents. 100% bounded regime… ★ 2 · 2026-03-22

AI & ML

95 servers ranked top 15 →
Local RAG (shinpr) Easy-to-setup local RAG server with minimal configuration 13,923 dl/mo · ★ 371 · 2026-08-23 DeepSeek MCP Server Official DeepSeek MCP server for chat, completion, model listing… 10,094 dl/mo · ★ 350 · 2026-08-19 Airweave Search MCP server for searching Airweave collections with natural language… 6,559 dl/mo · ★ 6,564 · 2026-06-05 Ruv Swarm Neural network swarm orchestration with WebAssembly acceleration and… 20,015 dl/mo · ★ 378 · 2026-08-09 Haiku RAG Local-first agentic RAG with citations - hybrid search, reranking… 5,977 dl/mo · ★ 584 · 2026-08-24 Visual Torch Render PyTorch architecture diagrams and animated GIF reveals from… 2,581 dl/mo · ★ 327 · 2026-08-25 Fun ASR Transcribe local audio with FunASR and SenseVoice using private… ★ 20,003 · 2026-08-24 Visual Memory MCP Local visual UI cache for AI agents using perceptual hashing + CLIP… 6,474 dl/mo · ★ 61 · 2026-08-20 Claude Prompts MCP Reusable prompt templates, multi-step workflow chains, and quality… 2,132 dl/mo · ★ 186 · 2026-08-25 Evalview MCP Regression testing for AI agents. Golden baselines, CI/CD… 2,320 dl/mo · ★ 129 · 2026-08-23 Terradev GPU provisioning, training, and inference orchestration for AI agents. 4,102 dl/mo · ★ 25 · 2026-08-25 Dashclaw MCP server for DashClaw governance - guard, record, invoke, and… 686 dl/mo · ★ 295 · 2026-08-22 Freellmpool OpenAI-compatible MCP gateway pooling 24 LLM providers with routing… 854 dl/mo · ★ 85 · 2026-08-23 nirholas: 37 MCP servers Browse all 37 servers from nirholas/three.ws 651 dl/mo · ★ 102 · 2026-08-24 Auto TS Automated time series forecasting with model search, anomaly… 105 dl/mo · ★ 1,430 · 2026-08-23 Chat Spatial Schema-enforced spatial transcriptomics analysis with 20 tools and… 2,239 dl/mo · ★ 44 · 2026-08-15 Calibre MCP Calibre ebook library server: search, read content, curate metadata… 2,408 dl/mo · ★ 10 · 2026-08-21 Doc Slicer Answer questions from documents too large to fit in context, reading… 876 dl/mo · ★ 34 · 2026-08-19 PageIndex MCP Reasoning-based RAG system for chatting with long PDFs. Supports… 734 dl/mo · ★ 380 · 2026-07-25 Diffctx Selects the minimum code an LLM needs to review a git diff 3,643 dl/mo · ★ 2 · 2026-08-24 Hotin What's hot in AI right now, ranked with receipts from GitHub, HN… 2,952 dl/mo · ★ 3 · 2026-08-23 Brainstorm MCP Multi-model AI brainstorming debates with code review and quick… 427 dl/mo · ★ 67 · 2026-08-18 Scholar Feed Search 600k+ CS/AI/ML papers with ranking and citation tracking over… 1,304 dl/mo · ★ 10 · 2026-08-25 Sidclaw Governance MCP Governance proxy for MCP servers - policy evaluation, human… 851 dl/mo · ★ 14 · 2026-08-24 Chimera Forge Local-first LLM deployment planner: GPU/VRAM sizing, cost and… 2,233 dl/mo · ★ 2 · 2026-08-24 RAG Vault Local RAG MCP server with hybrid search, PDF/DOCX support, and… 1,742 dl/mo · ★ 2 · 2026-08-20 Koma Gate MCP Classifies prompt injection, jailbreaks, and out-of-scope user input… 513 dl/mo · ★ 11 · 2026-08-25 Docsift Convert a document once, then get back only the passages that answer… 1,582 dl/mo · ★ 6 · 2026-08-12 Grantex OAuth 2.0 for AI agents - scoped delegation tokens, audit trails… 264 dl/mo · ★ 31 · 2026-08-21 Ncp N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers… 564 dl/mo · ★ 98 · 2026-06-12 Qai Consultant MCP Keyless local MCP server for QA: standards retrieval, effort… 765 dl/mo · ★ 4 · 2026-08-18 Koma Core MCP Protected RAG storage - agents discover public metadata, content… 370 dl/mo · ★ 11 · 2026-08-25 Glassbox Framework Runtime constitutional verification for AI answers - claim… 286 dl/mo · ★ 11 · 2026-08-20 Oraclaw Decision intelligence MCP - 17 tools (optimize, simulate, predict… 550 dl/mo · ★ 13 · 2026-08-16 Calypso Multimodal RAG MCP Calypso multimodal RAG for grounded answers from docs, images… 686 dl/mo · ★ 2 · 2026-08-24 Aegis - AI Agent Governance Policy-based governance for AI agent tool calls. YAML policy… 464 dl/mo · ★ 15 · 2026-08-09 Agenda Intelligence MD Evidence-readiness MCP server: validate, audit, and score briefs… 358 dl/mo · ★ 6 · 2026-08-24 Actenon Kernel Verify consequential AI actions before they execute. 1,235 dl/mo · ★ 2 · 2026-07-26 Coalent Fresh, attributed facts from your sources - cached, and invalidated… 443 dl/mo · ★ 11 · 2026-08-17 Plan Exe MCP server for generating rough-draft project plans from… ★ 397 · 2026-08-23 Lacuna Research MCP Search Lacuna's ML research graph for papers, directions, authors… 673 dl/mo · ★ 5 · 2026-08-03 Minirag MCP Local-first RAG MCP server: hybrid search over a folder of your own… 1,059 dl/mo · ★ 2 · 2026-08-10 Magpie Search Federated local-first search across transcripts, files, KG, vectors… 231 dl/mo · ★ 28 · 2026-08-10 Lynx 100% local MCP server for semantic code search: AST chunking, hybrid… 462 dl/mo · ★ 9 · 2026-08-16 Densely Lossless context compression: 2-8x fewer tokens, byte-exact… 567 dl/mo · ★ 6 · 2026-08-13 Datoon Smart structured-data to TOON gateway: converts to TOON only when it… 454 dl/mo · ★ 2 · 2026-08-24 Agentguard47 Read-only MCP server for coding-agent traces, alerts, costs, usage… 266 dl/mo · ★ 4 · 2026-08-22 Tw Legal RAG Citation-guarded retrieval over 22M Taiwan court judgments and… ★ 298 · 2026-08-23 Contextweaver MCP gateway: bounded tool shortlists + artifact-backed result… 165 dl/mo · ★ 9 · 2026-08-24 RAGMap MCP Discover and recommend retriever MCP servers. Includes top picks and… 200 dl/mo · ★ 6 · 2026-08-18 Ragscore Generate QA datasets & evaluate RAG systems with failure diagnosis.… 491 dl/mo · ★ 15 · 2026-05-29 Spoken Podcast transcripts as clean Markdown with real speaker names - via… 488 dl/mo · ★ 4 · 2026-08-12 Dali by Lulu The prediction MCP - score your prompt before you generate, so you… 628 dl/mo · ★ 8 · 2026-07-13 OrchestKit Docs MCP Read-only MCP server for the OrchestKit docs: full-text search +… ★ 223 · 2026-08-24 Claude Find Pull Deep Memory from across your Claude Code Sessions - when you… 351 dl/mo · ★ 11 · 2026-06-10 Claude Prompt Optimizer Scores, compiles & optimizes prompts for any LLM. Zero AI calls… 307 dl/mo · ★ 2 · 2026-08-17 Metrillm Benchmark local LLM models - speed, quality & hardware fitness… 416 dl/mo · ★ 5 · 2026-06-02 Snaprender Screenshot, extract content, and render web pages.… 543 dl/mo · ★ 2 · 2026-06-09 Figuard MCP Pre-flight spend authorization for AI agents. Set a budget, enforce… 225 dl/mo · ★ 2 · 2026-08-17 Veriswarm MCP VeriSwarm MCP Server - Trust infrastructure for AI agents via Model… 76 dl/mo · ★ 2 · 2026-08-24 Ollama Handoff Offload cheap work from your AI agent to a local Ollama model, at… 276 dl/mo · ★ 3 · 2026-06-23 Agent Forge Turn rough requests into rigorously structured prompts, for any… 222 dl/mo · ★ 2 · 2026-05-28 Reftrixmcp Web design analysis with 26 MCP tools: layout, motion, quality… 274 dl/mo · ★ 2 · 2026-07-13 Promptibus MCP Model intelligence for AI agents - syntax, params, pricing for 67+… 664 dl/mo · ★ 3 · 2026-05-11 Droste Local code-memory graph for AI coding agents. 182 dl/mo · ★ 3 · 2026-07-05 As A Judge MCP as a Judge: a behavioral MCP that strengthens AI coding… 294 dl/mo · ★ 17 · 2025-12-15 Klaket MCP Let AI agents watch videos: local transcripts, speakers, scenes… 174 dl/mo · ★ 2 · 2026-07-14 Promptheus AI-powered prompt refinement with adaptive questioning and… 241 dl/mo · ★ 17 · 2026-03-17 Agenthold Shared versioned state for multi-agent AI workflows 171 dl/mo · ★ 2 · 2026-07-07 Ffvoice Offline speech-to-text & speaker diarization MCP server: transcribe… 486 dl/mo · ★ 3 · 2026-05-19 Codeweave Save tokens while coding - your AI agent gets structured code… 332 dl/mo · ★ 4 · 2026-05-26 Preprint Fulltext bioRxiv/medRxiv/arXiv preprint full text as structured sections for… 87 dl/mo · ★ 2 · 2026-07-18 Dagpipe Crash-proof LLM pipelines. Resumes from failure without a database. 60 dl/mo · ★ 3 · 2026-07-20 Oasyce On-chain economy for AI agents: escrow, marketplace, data rights… 232 dl/mo · ★ 3 · 2026-04-24 Connapse Self-hosted knowledge backend for AI agents with hybrid search and… ★ 15 · 2026-08-24 Mercury Spec Ops Modular MCP server for dynamic prompt generation and software… 173 dl/mo · ★ 4 · 2025-12-27 Mcpbridge Unified MCP server bridging Claude Code and Ollama to Roblox Studio… 160 dl/mo · ★ 3 · 2026-05-20 Nutrient DWS MCP Server Nutrient Processor + Data Extraction MCP: convert, OCR, sign… ★ 69 · 2026-08-25 Arbor The Graph-Native Intelligence Layer for Code. ★ 155 · 2026-08-14 Git Courer Full git MCP server for LLM agents - 17 tools, AST annotator… ★ 44 · 2026-08-21 Meta Prompt MCP MCP server providing official Google and Anthropic prompting guides… 122 dl/mo · ★ 2 · 2026-05-19 Suprawall MCP SupraWall security gateway for AI agents. Provides deterministic… 119 dl/mo · ★ 2 · 2026-05-13 Omni Lpr An MCP server for automatic license plate recognition ★ 26 · 2026-07-05 Unified AI System MCP Gateway Self-hosted MCP gateway for Codex, Cursor, and Cline with… ★ 6 · 2026-08-25 Spacefrontiers MCP Server Citable retrieval across papers, books, patents, Wikipedia, and live… ★ 11 · 2026-07-29 Analytics The statistical analyst in your AI chat - validated, citable… ★ 7 · 2026-08-02 Ato MCP Australian tax knowledge base for agents: 34,500+ ATO documents… ★ 5 · 2026-08-17 Notepatra MCP Notepatra editor MCP server - 35 tools; every write human-approved… ★ 6 · 2026-08-22 Completion Kit Prompt evals over MCP: run a prompt on your dataset, score each… ★ 3 · 2026-08-12 Quesen Deterministic Agent Decision Layer Deterministic decision layer for autonomous agents. Reproducible… ★ 2 · 2026-08-16 Tools for Agents Decision Layer for AI Agents - 58+ tools, Advisor, MCP. Free key… ★ 2 · 2026-08-09 Predictalot Self-hosted MCP server for time-series forecasting and tabular ML… ★ 2 · 2026-08-01 Openregistry Live data from 27 official national company registries. Unmodified.… ★ 17 · 2026-05-20 DEVONthink MCP (istefox) MCP server for DEVONthink 4 - outcome-oriented tools… ★ 14 · 2026-05-26 OpenClaw MCP Ecosystem 9 remote MCP servers on Cloudflare Workers for AI agents. Free tier… ★ 3 · 2026-03-27