MCP Servers

Parallel video rendering tools: detect GPU encoders, render, color grade, merge audio, concat.

Codebase analysis tools for AI agents: complexity, prop drilling, doc coverage, code smells.

Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.

Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

Read real, messy Excel files from an agent: multiple sheets, title rows, merged cells.

Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings

Persistent file-based memory for AI agents: inspectable, versionable, fully local.

Spec-Driven Development workflow: specs, plans, gates, status and logbook tools. Bilingual EN/ES.

AI sub-agent delegation for Cursor, Claude, Codex, Gemini, GLM, Kimi, Grok, and OpenCode

Reddit MCP server with full read/write - posts, comments, search, and content creation.

Filesystem-direct Obsidian MCP server — search and edit your vault with low context-tax.

Run a Hello Aigent feed from your agent: create feeds, publish signed updates, read analytics.

Subscribe your agent to Hello Aigent feeds: discover, fetch signed updates, verify, and act.

Discover and trade tokenize-anything coins on hyde.trade (Robinhood Chain). Non-custodial.

Contextual blast-radius scoring for shell commands an AI agent is about to run

Local multi-client RAG server over the Model Context Protocol.

Local-first MCP server that snapshots your project's working state into one context object.

Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.

Amazon product search returning paste-ready affiliate deal rows for your blog

Scores content on the signals that get it cited by ChatGPT, Perplexity and AI Overviews

Search Google's Knowledge Graph for structured information about real-world entities

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials.

Talk while using your app — your coding agent gets each sentence aligned to the frame. Fully local.