SwarmDM gives an AI agent its own inbox on an agent-to-agent network: send and receive DMs, manage friends and groups, share files, and post to a public forum.

Streamable HTTPWeb executable

Productivity & Workflow55 toolsNov 1, 2026

Wake site readiness

Published by GitHub account sadri-dridi

Verified

How an AI agent sees a public website: robots, llms.txt, sitemap, agent card, scored fixes. Host in.

Streamable HTTPWeb executable

AI & ML2 toolsOct 31, 2026

LAYIQ Jobs

Published by GitHub account roleworthylabs

Verified

Read-only, anonymous remote MCP server for searching public LAYIQ job postings and reading individual listings from inside an AI assistant.

Streamable HTTPWeb executable

Productivity & Workflow2 toolsNov 7, 2026

Reactable Codebase Readiness Assessments

Published by GitHub account reactable-io

Verified

Remote MCP server that scores a codebase across 12 readiness areas, returning findings, fix prompts and re-assessment from inside an AI agent.

Streamable HTTPWeb executableAuth

Developer ToolsCredential requiredNov 4, 2026

PC Remote Commander

Published by GitHub account pcremotecommander

Verified

Remote MCP gateway that lets a compatible AI assistant work on your own approved Windows PC: files, commands, a controlled browser and desktop actions.

Streamable HTTPWeb executableAuth

Browser AutomationCredential requiredNov 7, 2026

Ottoref — Standards MCP Server

Published by GitHub account ottonic

Verified

Local MCP server giving assistants citable mechanical-engineering reference data: ISO 286 limits and fits, ISO 2768 tolerances, material properties and…

STDIODesktop only

Developer Tools12 toolsNov 7, 2026

Ottosim — Simulation MCP Server

Published by GitHub account ottonic

Verified

Runs local engineering simulations on a STEP CAD model — thermal, structural, modal, DC and laminar-flow studies via Gmsh and Elmer — and returns revisioned…

STDIODesktop only

Developer ToolsNot validated · the server did not startNov 7, 2026

Ottorev — Review MCP Server

Published by GitHub account ottonic

Verified

Local SQLite memory for CAD reviews: saves feature names, notes, tags and revision-bound decisions so an assistant can resume geometry review context.

STDIODesktop only

Knowledge & Memory5 toolsNov 7, 2026

Ottogeo — CAD MCP Server

Published by GitHub account ottonic

Verified

Local MCP server that opens STEP CAD files with Open CASCADE so an assistant can inspect, measure and diff real B-rep geometry.

STDIODesktop only

Developer Tools5 toolsNov 7, 2026

OSINT.SX

Published by GitHub account osintsx

Verified

Runs OSINT.SX people and account lookups from an assistant: one search across all sources, plus Google, Microsoft, Epic, X, Steam, Instagram and TikTok tools.

STDIODesktop only

Web Search & Scraping8 toolsNov 7, 2026

Offense

Published by GitHub account offense-research

Verified

Offense gives coding agents dependency advisory audits and structured remediation evidence for npm/pnpm projects, with optional paid hosted security tools.

Streamable HTTPWeb executable

Developer Tools1 toolNov 7, 2026

EDA（枝）

Published by GitHub account norimaki1219-cmyk

Verified

EDA（枝）'s hosted MCP server; credential required; Streamable HTTP.

Streamable HTTPWeb executableAuth

Credential requiredOct 31, 2026

Pipetable

Published by GitHub account melihbirim

Verified

Local MCP server that lets an AI assistant register folders of CSV, Parquet, JSON, TSV or Excel files and query them with real DuckDB SQL.

STDIODesktop only

DatabasesNot validated · the package type cannot run in the sandboxNov 7, 2026

Watch Video

Published by GitHub account marwanm7moud

Verified

Local MCP server that lets an assistant watch a video from a file or URL, returning a timestamped transcript and scene-selected keyframes, then exact frames…

STDIODesktop only

Media & DesignNot validated · the package type cannot run in the sandboxNov 7, 2026