Data month 2026-10
Best MCP / Agent Ecosystem AI ToolsPage 5
| # | Product | Company | Industry | Visits | MoM |
|---|---|---|---|---|---|
| 201 |  Agentic integration infrastructure that auto-connects software to any app | Membrane | Programming | 9.2K | -45.1% |
| 202 |  Context graph giving agents persistent memory. | Fergana Labs | General AI | 9.1K | +55.4% |
| 203 |  DSHPlugin is a directory of community-published plugins for the open-source DeepSeek Harness agent framework. | DSHPlugin | General AI | 8.7K | +76.9% |
| 204 |  A podcast-to-Markdown API service with speaker labels. | spoken.md | Audio | 8.5K | +30.4% |
| 205 |  Kody is a shared platform that gives AI agents common primitives like memory, secrets, packages, and triggers across hosts. | Kody | General AI | 8.5K | +397.1% |
| 206 |  A platform of binary-based self-owned AI infrastructure. | systemprompt.io | General AI | 7.7K | -22.8% |
| 207 |  Gives AI agents a real phone identity and app operations. | droidrun | Programming | 7.6K | -10.3% |
| 208 |  A governed layer that lets ChatGPT, Claude and Perplexity answer business questions from your live tools, with citations. | CorpusIQ | General AI | 7.6K | -18.6% |
| 209 |  Build model tools and agent functions with a unified Ruby interface | RubyLLM | General AI | 7.4K | -32.4% |
| 210 |  A free CLI that compresses noisy tool output before it reaches a coding agent's context. | JFrog | Programming | 7.4K | -79.2% |
| 211 |  Comprehensive AI security platform for agents | Enkrypt AI | Other Industries | 7.3K | -24.9% |
| 212 |  Skills Agentes is a Spanish directory of Claude Skills, Agent Skills, and MCP Servers, detailing what each does, its credentials, and how to install it. | General AI | 7.3K | -8.8% | |
| 213 |  A memory layer turning agent runs and chats into durable state. | Memori | General AI | 7.3K | -25.4% |
| 214 |  A personal memory layer shared across sessions and agents | memU | General AI | 7.2K | -29.6% |
| 215 |  Verifiable AI infrastructure for engineering and research teams | Axiomatic AI | Programming | 7.0K | -37.4% |
| 216 |  An open-source toolkit to add AI agents to React apps. | Tambo | General AI | 7.0K | +3.7% |
| 217 |  An open-source agent desktop app connecting APIs and MCP. | Craft Agents | Programming | 6.9K | -24.6% |
| 218 |  Let different applications and agents share persistent personal context | Omni Aura | Office & Collaboration | 6.9K | +10% |
| 219 |  A platform to discover and connect agent services across the web. | Zero | General AI | 6.8K | -46% |
| 220 |  A real-world data layer that feeds models, dashboards, and campaigns with mobility, places, spend, and audience signals. | Factori | News & Analytics | 6.8K | -5.9% |
| 221 |  A cloud platform to build, deploy, and distribute MCP and ChatGPT apps. | Alpic | Programming | 6.7K | -19.5% |
| 222 |  A permission-scoped context layer that keeps a company's AI tools working from current knowledge. | In Parallel | General AI | 6.7K | +2.3% |
| 223 |  Compress context so AI coding agents read only key information. | LeanCTX | Programming | 6.6K | -28.5% |
| 224 |  Share controlled project memory across multiple AI agents | ByteRover | General AI | 6.3K | -24.9% |
| 225 |  An open-source intelligence investigation framework for agents like Claude. | OpenOSINT | General AI | 6.2K | -71.6% |
| 226 |  Data platform giving AI agents a cognitive layer. | Adapter | Programming | 5.7K | +233.4% |
| 227 |  Open agentic commerce infrastructure. | Merit Systems, Inc. | Industry Services | 5.7K | -17.6% |
| 228 |  A toolkit that brings AI agents into the Unreal Engine editor. | Buckley Builds | Programming | 5.6K | -62.8% |
| 229 |  A self-hosted code knowledge graph that resolves dependencies, call chains, and execution flows so AI coding agents answer with structure. | Akon Labs | General AI | 5.6K | -52.5% |
| 230 |  Skills written once that deploy to many AI coding agents | SkillKit | General AI | 5.3K | +26.9% |
| 231 |  Agentic reasoning infrastructure for enterprises, governments, and banks | OpenServ | General AI | 5.3K | -15% |
| 232 |  An open network-layer protocol giving AI agents identity and encrypted connections. | Pilot Protocol | General AI | 5.3K | -17.6% |
| 233 |  An integration platform that lets AI agents reliably connect to enterprise tools | Fastn | Office & Collaboration | 5.1K | -1.6% |
| 234 |  Infrastructure that lets software products plug into AI agents seamlessly. | Noodle Seed | General AI | 5.1K | -39.3% |
| 235 |  Agent infrastructure that connects tools and skills. | Metorial | General AI | 5.1K | -36.8% |
| 236 |  Unyly is an MCP marketplace letting Claude and other AI clients install and run Model Context Protocol servers in a couple of clicks. | Unyly | General AI | 5.1K | +474.4% |
| 237 |  Claude plugin that turns YouTube links into social content | AI Avalanche | Marketing & Sales | 4.8K | -42.5% |
| 238 |  An encrypted data lake that syncs company tools and connects to Claude or Codex for AI analytics over your data. | Supernova AI | News & Analytics | 4.7K | +16.9% |
| 239 |  An open-source Kubernetes UI for humans and AI agents. | Skyhook | Programming | 4.6K | -31.1% |
| 240 |  A desktop GUI tool built for Claude Code. | opcode | General AI | 4.5K | -69.2% |
| 241 |  Infrastructure for AI agents to securely identify, communicate, and transact across enterprise boundaries | Synergetics | General AI | 4.5K | +1.6% |
| 242 |  Turn AI conversations into AI employees that do the work for you | Toolhouse | General AI | 4.3K | -17.4% |
| 243 |  A dedicated email API giving AI agents inboxes and mail. | Dead Simple Email | General AI | 4.3K | +156.9% |
| 244 |  Making websites agent-operable. | OpenCommerce Network, Inc. | Industry Services | 4.3K | +14.6% |
| 245 |  Open-source layer that lets AI agents retrieve app context | Airweave | Programming | 4.2K | -31.8% |
| 246 |  Relaticle is an open-source, self-hosted CRM with a built-in AI chat and 39 MCP tools for external agents. | Relaticle | Marketing & Sales | 4.1K | +35.8% |
| 247 |  A compliance platform that adds policy and approval guardrails to AI agents. | Cordum | General AI | 4.0K | +26.6% |
| 248 |  A payments API built for AI agents. | Prava | General AI | 3.9K | -44.3% |
| 249 |  An enterprise AI governance and runtime-control platform. | JetStream Security | Industry Services | 3.8K | -82.1% |
| 250 |  A free MCP server that lets people log meals, macros, weight and nutrition history by talking to Claude, ChatGPT or another MCP client. | Nutrition MCP | General AI | 3.8K | -48% |
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.