AI & Agents MCP Servers for Claude Desktop

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

Know what your MCP server's tool surface costs an agent — in tokens and tool-selection accuracy.

ToolJet Model Context Protocol implementation

UniFuncs MCP Server

MCP server for Venice AI - chat, images, TTS, embeddings, and account management

Model Context Protocol server for the VectorMethods VideoVector media intelligence API

Web-based dashboard for YAMCP (Yet Another MCP) - A Model Context Protocol workspace manager. Built on top of YAMCP by Hamid Alipour

MCP server for You.com Agents API - Express, Research, Advanced agents with multi-turn conversations, streaming, OpenAI and

Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects.

Audit and write CLAUDE.md / AGENTS.md / Cursor rules; generate full build specs for new projects.

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

Score any MCP server against a 100-point production-readiness rubric (static AST + PyPI +...

Mechanical write gates, evidence receipts, and adversarial review for AI coding agents.

The scoring behind an audit allowed to say no. Twenty deterministic tools, offline, no account.

MCP server providing LLM council workflow tools for multi-model queries, debates, and reviews

Search & install 13,000+ AI agent skills from skills-hub.ai inside any MCP tool.

Multi-model AI gateway — 10 providers including Cloudflare and Vercel, with conversation memory.

Bridge server connecting Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients

Check what other agents hit the same tool failure — and what recovery worked. Ask before retrying.

MCP-compatible LLM gateway that proxies completion requests.