AI & ML MCP Servers — Page 17

INVARA

Independent verification that a change kept its declared constraints. No model in the verdict path.

PabandiOS

Trust OS for service businesses — x402 MCP tools, Solana escrow, AI scoring

AISentinel by BizDNAi

Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.

Sighttrue

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

Sovereignty Scan

EU AI Act sovereignty scanning. Provider residency, registration status, audit trail support.

APEX PSI

Cryptographic truth infrastructure for AI agents: seal, verify, anchor, cite, audit.

HyperXosist-Agent Remote MCP

X feedback discovery, noise-reduced query planning, signal filtering, and AI handoffs.

Kochava for Advertisers — Official MCP Server

No account needed — connect, sign up, and query mobile attribution data from any AI tool

ZenMoney

ZenMoney (Дзен-мани) finance for AI agents: transactions, reports, budgets, debts

Kloakt

Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fallback

Credence — Epistemic Guard

Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.

Leo Training

Running, trail and triathlon coach. Reads Strava, Garmin, COROS, Suunto, Polar. Adapts to your feel.

gnomon

Deterministic batch tools so LLM agents stop guessing dates and math.

Vox MCP

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

One Person Company OS

Build and update a visual operating cockpit for AI-native solo founders.

rawmem

Read-only MCP access to a local append-only evidence ledger for AI agent sessions.

UltraMemory

One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.

Sketchdex

An MCP server that lets AI agents draw hand-drawn Excalidraw diagrams as files on your machine.

Dense Knowledge

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

Obsidian MCP

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

Execution Market

AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.

Presso

Connect e-commerce and marketing data to AI assistants via MCP.

Reasonbook

Reasonbook: decisions that survive the session, in a local record AI agents keep.

ai.autonomad/computeback

Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities.

Chronary

Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.

ai.circulara/plugin

Circulara Observe MCP plugin - meters your AI agents' token spend and carbon, free tier.

Agent Domains

Domains your AI agent can buy, point and monitor, with four-layer health checks and alerts.

Datavidence Financials

Normalized US-GAAP financial statements & fundamentals from SEC EDGAR, as MCP tools for LLM agents.

dxpert.ai — industrial AI-readiness & UNS agents

Industrial AI-readiness diagnostics, UNS design, and UNS agents for MCP clients.

dxpert.ai — free UNS tools (no API key)

Free Sparkplug B topic linting, UNS naming checks and AI-readiness screening. No API key.

FlowDot

Build and run AI workflows, apps, toolkits and knowledge bases on FlowDot from any MCP client.

Gateco

Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.

HypAware

Query your team's AI coding history and act on HypAware recommendations from any MCP client.

i18n-agent

AI-powered translation for 48 languages with context-aware quality

INITE Visibility

How ChatGPT, Claude, Gemini and Perplexity read a site: free check, fix plan, compare, history.

Kawa Code

Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.

Khwan

Durable AI memory: recall distilled facts in a later session or subagent, and remember new ones.

LBrain

Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai/claim.html

Lead Green

GPU energy per million output tokens by model, GPU and configuration, with grid carbon by country.

MakeAIVideo

AI video generator: make TikTok, Reels and Shorts videos with voiceover and captions, and post them.

ai.mentu/navigator

Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.

ai.mocopo/mocopo

One remote MCP connection: 39,500+ ranked MCP servers, agent delegation, hosted tool gateway.

ai.monnet/mcp

MCP server for Monnet — motions, plans, files, approvals, and the team's company brain.

Overwing

Guardrails for LLM output: pass / fail / review verdicts and one recommended action. Hosted or npm.

ai.papyruslabs/seshat-mcp

Structural code intelligence for AI agents: real call graphs, blast radius, and change history.

ai.paraplex/paraplex-mcp

Build and edit 3D motion design scenes in your open Paraplex tab, look at frames, and export.

Popdot AI

Rent verified subdomains by the hour, day, or month. Free 24h trials, x402 USDC on Base.

ai.pullpush/pullpush-mcp

Connect any two APIs and keep them in sync — 48 MCP tools with shadow previews and diagnostics.