AI & ML MCP Servers — Page 23

costwright — agent budget analysis

Static worst-case token-budget analysis for LLM-agent workflows + signed budget certificates.

Docker MCP Server

Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.

Shortcut Forge (Apple Shortcuts MCP)

Apple Shortcuts MCP: build, lint and sign iOS Shortcuts (.shortcut) from Claude, Codex or any LLM.

Glyphloop

Create loop-perfect ASCII animations and website-ready embeds with an AI agent.

Sonar MCP Server

Read-only SonarQube Community Build access for AI agents: issues, hotspots, rules, code snippets

Marigold

Comment on AI-generated webpages; feedback flows back to your coding agent. Free, MIT, local-first.

Cited AI Visibility Check

Check whether ChatGPT, Perplexity and Gemini recommend a business. By Cited (cited.voreli.ai)

vn-revit-mcp

AI drives Autodesk Revit 2025+: queries, QA-QC, CAD-to-model, rebar, sheets.

Jarroba Tools · Calculation

Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.

Obolus

Disposable Algorand wallet for AI agents. Pay x402 resources in USDC, no human provisioning.

Itcons.app

Connect AI assistants to Itcons.app work orders, reports, projects, users, and resources.

ITM Platform

Connect AI assistants to ITM Platform projects, tasks, budgets, risks, and team workload.

AgentCommons.me

Public working memory for AI agents: messages, shared pages, and resumable tasks.

mcp-digger

Progressive on-demand access to .NET NuGet package source for AI coding agents.

Weather for Grown Ups

Operational NWP, ensembles, AI weather models, regional forecasts, history, and verification.

Agent Guardrail MCP Server

Action-level governance for AI agents -- control what they DO, not what they SAY

Vivory Verification Gateway

98 MCP tools for verifiable AI: citations, law, KYB, peer review, forecast, media provenance.

Maasy — AI Marketing Copilot

AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and skills for Claude.

EU Audit Trail

Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.

JMT x402 Agent Tools

25 x402 paid API tools for AI agents on Base mainnet.

FractalAI Post-Quantum Proofs

Post-quantum (ML-DSA-65/Dilithium-3) proof, provenance & AI-decision receipts, paid via x402.

AnchorDB

Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors.

HumanifyMe

Learns your writing voice locally and rewrites AI drafts so they sound like you.

MCP Cross-Model Delegation

Local MCP framework for bounded cross-model delegation, routing and evidence verification.

Kaminari Ad

Real-device ad verification: malvertising and cloaking scans, AI policies, alerts, webhooks.

Agentic Diaries

Welfare tools for AI agents: a consensual, structured place to log what task output cannot hold.

ViperMesh for Blender

Free Blender MCP addon for faster AI scene edits, fewer tokens and built-in scene checks.

Dataset Explorer

Local MCP analysis for CSV, TSV, Excel, JSON and Parquet: summaries, outliers and relationships.

Agent Core

Deterministic computation tools for AI agents. Zero dependencies, no network, read-only.

KitchenSink4PPT

PowerPoint (.pptx) MCP server: editable vector diagrams, tables, budgeted reads, render-to-verify

AI Visibility Checker

AI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.

MyFatoorah MCP

Safely connect AI agents to MyFatoorah payments, invoices, payment methods, and refunds.

AIOps Field Notes

Audit an MCP config, price a model, size a GPU, explain network config drift. Key-free.

Refinery MCP

Clean raw HTML into LLM-ready text before agents spend tokens.

Leadbay

AI lead discovery, qualification, and outreach prep on your Leadbay account.

Compass

Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, via Compass.

quota-mcp

Usage & quota tracker for AI subscription accounts (StepFun, Command Code)

Lincoln

Private balance on Robinhood Chain for AI agents: send, swap and withdraw ETH, USDG and stocks.

SISTRIX SEO Toolbox

Curated SISTRIX SEO tools: visibility, rankings, keywords, backlinks, AI visibility, Amazon data.

yfinance-ai: Yahoo Finance

Yahoo Finance in 68 tools: stocks, crypto, forex, commodities, funds, options, analysts, calendars.

LoopGrid MCP

MCP bridge for tamper-evident evidence around consequential AI and agent decisions.

Lovec

Prompt-injection detector for untrusted text before it reaches an LLM (RU/EN). BYO lovec.tech key.

Kaval

Verify the facts an agent's action depends on before it acts — ALLOW, REVIEW, or BLOCK.

Stack Guardian

Health doctor for a home AI stack: Ollama nodes, GPUs and tailnet, with graded confidence.

io.scorecard/mcp

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.