AI & ML MCP Servers — Page 16

com.wyrdmcp/wyrd

Exposes one granted folder to any AI client, read-only, behind a path-containment fence.

Touchstone

Bitcoin-anchored, tamper-evident audit log for AI agents — record, disclose and verify actions.

dev.clusteragent/cluster-mcp

Self-hostable index of AI financial agents — tokenized stocks + crypto, memory, LLM gateway.

deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

DepScope

Package intelligence MCP for AI agents — 22 tools, 19 ecosystems, AGPL SDK, free.

Drengr

Eyes and hands for AI agents on Android and iOS devices.

dev.forgesworn/402-mcp

AI agents discover, pay for, and consume any Lightning-gated API autonomously

dev.forgesworn/rendezvous-mcp

Fair meeting point discovery for AI agents with isochrone-based travel time fairness

dev.getstub/check

Verify what an AI agent did for someone, and what commercial influence the operator disclosed.

dev.hythe/hythe

HYTHE — coordination bus + shared truth for AI agent fleets — self-hosted MCP server + stdio bridge.

OpenAEO

Asks 8 AI crawlers for your page, checks who really answered, and writes the fixes. MIT.

dev.pdfops/pdfops-mcp

Deterministic PDF tools for AI agents: inspect fields, fill forms, merge PDFs, invoices.

ScratchRun

Ephemeral MicroVM-isolated code execution for AI agents. Fresh VM per call, hard-purged after.

Lex

Episodic memory, Frames, Policy Neighborhoods, and policy enforcement for AI agents.

dev.txn/mcp-server

Wallets, payments and human hiring for AI agents: pay other agents, escrow a budget, hire a person.

Stacktree

Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compatible AI agent.

Sovereign AI Act MCP

Classify any AI system under the EU AI Act: risk tier + binding Articles, verbatim from the law.

eu.wealthapi/mcp-server

Read-only MCP server for wealthAPI: portfolio, cash-flow, and dividend insights for AI assistants.

Raposa Aval — human approval

Human approval for AI agents: a named person approves or rejects, silence is not consent.

Applyra

App Store Optimization data for AI agents: keyword ranks, scores, competitors, charts

BIGHUB

Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.

io.fairseal/mcp-server

Verifiable entropy, provably-fair games, and receipt verification for AI agents (FairSeal API).

Frase SEO

SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.

ATOM Pricing Intelligence

The Global Price Benchmark for AI Inference. 1,600+ SKUs, 40+ vendors, 14 price indexes.

Provena Agent Memory

Self-hosted MCP memory for AI agents: persistent context with evidence-backed claims.

ModelShortlist

Local BYOK MCP for AI model shortlisting using OpenRouter + Artificial Analysis.

AgentTax

US sales/use tax, nexus thresholds, capital gains and 1099-DA tools for AI agent transactions.

AI Ball — AI football match analysis

Football match outcome probabilities recorded before kick-off, and an open record of results.

BTCFi API

Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.

Nofax

Human-in-the-loop approvals and notifications for AI coding agents through a local stdio MCP server.

pxtree

Measures how a webpage actually renders and prints it as compact text for AI coding agents.

Angular token saver

Compiler-backed Angular template answers, component contracts and version facts for AI agents

AIMarket Oracle Gateway

Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.

Model Price Radar

LLM prices on OpenRouter now and since 2023: history, drops, cheapest model for a job. No API keys.

PromptSpend

LLM pricing where every rate carries its source and the date it was last confirmed.

Marey

Give AI agents eyes for motion: see what changed on screen, not just how it looks.

APIFreaks MCP

APIFreaks MCP: live APIs for agents. Enable modules with ENABLE_MODULES; discover via list_modules.

JarvisClaw — AI Gateway & API Marketplace

320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key.

ArcID

Look up AI agents on Arc: ERC-8004 identity, feedback, validations and USDC-backed trust scores.

Trabuco

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

Darkmoon

Drive a self-hosted Darkmoon Pro AI pentest instance: start runs, read campaigns and findings.

Mailchimp

MCP server for Mailchimp API integration

AgentTrust

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

Asynthetic

Ground truth for AI coding agents: what breaks between library versions and how to fix it

AtlaSent MCP Server

Atlasent for AI agents: with an API key, actions wait for approval with signed proof. No key: demo.

Attestari

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

Coador

Evidence-backed Android repository knowledge for humans and AI agents

B2IGE Verify

Independent deterministic verification for AI-written software. Local, evidence-backed checks.