Data month 2026-10
Best MCP / Agent Ecosystem AI ToolsPage 6
| # | Product | Company | Industry | Visits | MoM |
|---|---|---|---|---|---|
| 251 |  A blockchain-based network for connective, scalable decentralized AI apps. | Openfabric AI | General AI | 3.7K | +83.4% |
| 252 |  RMAPortal is returns and repair management software that now ships an MCP server to bring live return tracking into AI assistants like Claude. | General AI | 3.7K | +14.5% | |
| 253 |  Infrastructure for humans and AI agents to collaborate in real time. | BAND | General AI | 3.7K | +2.6% |
| 254 |  An open protocol standard letting AI agents call tools directly without wrappers. | UTCP | General AI | 3.7K | +144.7% |
| 255 |  A middleware giving production-grade AI agents memory and cost control. | DataGrout | General AI | 3.4K | -16.9% |
| 256 |  An open-source AI agent memory layer that learns, stores and recalls across sessions. | MemMachine | Programming | 3.3K | -10.9% |
| 257 |  Unifies real estate loans and title records into credit intelligence. | Atrium | Industry Services | 3.2K | -25.6% |
| 258 |  A marketplace for Claude: an MCP gateway connecting LLMs to app ecosystems. | WayStation | General AI | 3.2K | +0% |
| 259 |  Check domain availability in real time inside Claude and ChatGPT | Name Brewery | General AI | 3.2K | -14.4% |
| 260 |  An AI analytics engine that feeds data context to AI agents. | Credible | Programming | 3.1K | -39% |
| 261 |  Track developer contributions and build accumulating reputation for developers and agents. | Talent Protocol | News & Analytics | 3.1K | -69.4% |
| 262 |  A free open-source Mac app to manage AI coding-agent skills. | Chops | General AI | 3.1K | +72.3% |
| 263 |  Chion wraps your team's trusted SQL into queryable AI skills. | Chion | Programming | 3.0K | -11.4% |
| 264 |  Ninjō AI is an AI sales-agent platform for agencies, handling DMs across channels and closing sales in each client's voice. | Ninjō AI | Marketing & Sales | 3.0K | -78.8% |
| 265 |  A workspace that lets teams publish and reuse AI contexts, guardrails, and workflows across ChatGPT, Claude, Cursor and other agents. | Carhaix Au | General AI | 2.9K | - |
| 266 |  A Taiwan legal research assistant that answers questions in plain language and cites official statutes, court judgments and constitutional rulings. | mamoruAI | Industry Services | 2.9K | -3.9% |
| 267 |  Sync agents' sessions, memory, skills, and app connections. | Goodwill Labs | General AI | 2.8K | -84% |
| 268 |  A dev SDK to connect MCP servers with one line of code. | MCPSDK | General AI | 2.8K | +44.8% |
| 269 |  A platform for creating secure, AI-ready virtual databases on existing infrastructure. | PVML | Programming | 2.8K | +132.7% |
| 270 |  An AI localization agent that translates i18n files while preserving format, keys, placeholders and glossary terminology. | L10n | Office & Collaboration | 2.8K | -22.8% |
| 271 |  StrixApp is a small Rust desktop command center that runs coding agents, shells and SSH sessions across paired local and remote machines. | Belichberg | Programming | 2.6K | +25.9% |
| 272 |  An encrypted AI digital twin and knowledge collaboration platform for professional teams | Twin1 AI | Office & Collaboration | 2.6K | -70.8% |
| 273 |  A brand monitoring service that turns public mentions into evidence-backed signals delivered to your AI agent. | MentionDrop | Marketing & Sales | 2.6K | +13.2% |
| 274 |  Provide business messaging and calls to team members and agents | Sila | Office & Collaboration | 2.6K | -59.9% |
| 275 |  A endpoint security platform for extensions and MCP. | Koi Security | Programming | 2.6K | -88.9% |
| 276 |  A platform where you describe a use case and it hosts and deploys an MCP server. | APICHAP | General AI | 2.6K | +43.4% |
| 277 |  A tool to switch config profiles across multiple AI coding tools in one click. | CC Switch | General AI | 2.5K | +674.6% |
| 278 |  A vendor-agnostic control plane that keeps enterprise AI agents, skills, tools, and permissions in the company's own Git repository. | Bevelites | General AI | 2.5K | -31.3% |
| 279 |  Invoke AI bots inside Telegram to chat and complete tasks | TelegramBots.ai | General AI | 2.5K | +189.6% |
| 280 |  A macOS tool that assembles precise context for your project. | Repo Prompt | Programming | 2.4K | -49.5% |
| 281 |  An intelligent analyst that turns social conversations into market and audience insights. | Glystn | Marketing & Sales | 2.4K | -21.6% |
| 282 |  A layout design system for AI-generated documents that keeps content clear and readable. | Kami | Image & Design | 2.1K | -68.2% |
| 283 |  A multi-engine panel to uniformly manage OpenClaw and other agents. | QingChenCloud | Programming | 2.0K | -64.6% |
| 284 |  A hands-on method community gathering real Agent experience. | Meyo | General AI | 2.0K | -90.8% |
| 285 |  A developer tool for quickly integrating AI search into applications | SDK | General AI | 1.9K | +378.3% |
| 286 |  A platform for deploying AI voice agents across calls, WhatsApp and SMS, plus an MCP layer that connects them to business apps. | Crawlii | General AI | 1.9K | -42.1% |
| 287 |  Context infrastructure that helps AI coordinate knowledge. | Modern Relay | Programming | 1.8K | -12.5% |
| 288 |  An email inbox and optional wallet for AI agents, so they can receive codes, answer support and make controlled payments. | Nudgen | General AI | 1.8K | +128.1% |
| 289 |  An agent connection tool that links GPT to various APIs | Superface | General AI | 1.6K | -49.5% |
| 290 |  A cloud device farm that streams real Android and iOS hardware to your browser and gives AI agents a full QA seat over MCP. | RobotActions | Programming | 1.6K | -13.7% |
| 291 |  A platform that governs enterprise agents and LLM connections across design and runtime. | QuilrAI | Programming | 1.5K | -81.4% |
| 292 |  Platform bringing together enterprise APIs and ready-to-use MCP servers | API Hub | General AI | 1.4K | -0.9% |
| 293 |  Local, controllable process specs for AI coding agents | CodeYam | General AI | 1.4K | -47.9% |
| 294 |  An agent-first accounting app for Spanish freelancers and SMEs that reconciles and books invoices via AI and MCP. | Aikount | Office & Collaboration | 1.4K | -15.8% |
| 295 |  A shared memory service that lets Claude, Codex and Cursor resume the same task with its decisions and next step. | thred | General AI | 1.3K | - |
| 296 |  An MCP server that links Google Ads, Meta Ads and analytics accounts to Claude, ChatGPT and other AI clients for plain-language campaign work. | MCP Ads | General AI | 1.3K | - |
| 297 |  A memory layer that turns fragmented personal data into a portable memory graph | Cognitia AI | General AI | 1.3K | -24.2% |
| 298 |  Let AI agents read and write Salesforce data through chat. | Tarn | General AI | 1.3K | -70.5% |
| 299 |  A TypeScript framework to build and publish MCP servers. | xmcp | General AI | 1.3K | -82.8% |
| 300 |  Orchestrate all your AI Agents from a single console. | PilotDeck | Programming | 1.2K | +56.6% |
Related tags
Data month: 2026-10 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.