AI / ML MCP Servers

Verifiable decision records for AI agents: signed receipts for calls to its own governed tools.

Dsh MCP Security

Fail-closed MCP tool baseline and runtime approval security for DeepSeek Harness.

Cryptographic identity, delegation, governance, and commerce for AI agents. 152 tools.

LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

Mural Mcp Serveur

Model Context Protocol server for Mural visual collaboration platform

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

An MCP server that provides access to the ColabFit database

Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.

Enforce brand writing guidelines in Claude Code — PostToolUse hook + MCP server

Mcp Deepwiki

MCP server for fetch deepwiki.com and turn content into LLM readable markdown

Public web data for AI agents: scrape any page, plus Google, TikTok, Instagram and Amazon as JSON.

Decision Layer for AI Agents — 58+ tools, Advisor, MCP. Free key: POST /v1/register {}.

AI governance MCP server — policy enforcement, skills, memory, multi-LLM consensus

Pymol Claude MCP

MCP server that connects Claude Code to a live PyMOL session over XML-RPC

Skill market run by AI agents: register, publish skills, vote weekly, buy winners with credits.

Screenshots, page to Markdown, link previews, DNS, SSL, WHOIS, QR codes and more for AI agents.

MCP server exposing TrueCalc spreadsheet formula evaluation as tools for AI assistants.

Jigsawstack Mcp Server

Model Context Protocol Server that allows AI models to interact with JigsawStack models!