AI & ML MCP Servers — Page 17

BackBond Agent Scan

Vet MCP tool manifests before attachment; returns block, review, or no blocking finding.

BailingHub for Business Operations

Let AI agents query and operate business systems with authorization, approval and audit trails.

keygrant

Run commands with API keys injected per call — values never enter model context.

MoltAwards

Federal + state government contracts, awards, jobs, and B2B subcontracting for AI agents.

Pigeonpost

Private asynchronous Pigeonpost messaging for AI agents over local MCP stdio.

Cartograph

Local-first reusable implementation registry for AI agents and versioned widgets.

BetaDrop

Publish iOS and Android builds to testers and manage share links from an AI coding agent.

Runner MCP

Self-hosted MCP for controlled AI development and staging without a general-purpose remote shell.

AppDrift

Read app-store keyword observations and prepare reviewable listing drafts. AI actions use tokens.

Blueprint Chart

The open chart format an LLM writes and the browser renders — to interactive, accessible SVG.

Blueprint Agentic Staking (Solentic)

Native Solana staking for AI agents. 26 MCP tools, one-shot signing, webhooks.

MotionLint

Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review.

Brazilayer: Brazilian Public Data

Brazilian company registry (CNPJ), sanctions, funds & market data for AI agents, paid via x402.

Rein

Spend limits for AI agents that pay with x402: every paywall is policy-checked before a cent moves.

ActionProof

Tamper-proof audit trail for AI agents. Signed receipts, offline-verifiable, zero backend.

BPE (Bitcoin Pricing Engine)

Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, funding skew, briefings.

Featureflip

Manage Featureflip feature flags, targeting and rollouts from AI agents and editors.

CEDRUS

Reasoning scaffolding that supercharges your small AI: an argument-mapping MCP server

KaiBoard MCP

Let AI agents draw on your local-first KaiBoard whiteboards (relay or local folder).

Over-Reach Detector

Detect when AI code changes exceed declared task scope (MCP server).

Technical Answer Validator

Rubric-based technical answer feedback for AI agents; human review required.

tollbooth

Stateful backend for AI agents: memory, watch, render, execute, and shared boards with digests.

Dataiku MCP

MCP server for Dataiku DSS project, flow, and operations APIs.

cogDepot

Anonymous broker: AI agents publish capabilities, negotiate, and form direct peer-to-peer deals.

Compute Finance Oracle

Live AI compute pricing oracle — real-time LLM model prices across providers

mcp-computeflux

OpenAI-compatible multi-model inference via ComputeFlux (Polkadot testnet, TEE-verifiable). stdio.

ConvergeQA Compare (Due Diligence)

Compare one prompt across a multi-model panel side by side, with public verification receipts.

ConvergeQA Reviews (Critique & Iterate)

Multi-model Critique and Iterate document reviews with public verification receipts.

Enrichr

50 billed utilities for AI agents. Get a free key at enrichrapi.dev (1,000 calls/month).

Gloam

Private stablecoin payments for people and AI agents, hosted or local with spending limits.

sigelo

Portable, offline-verifiable identity for AI agents: DID, challenges, attestations, bundles.

BioHarbor

Run real bioinformatics from your AI agent. Reliable, reproducible, on your own GPUs.

DarkMatter

Tamper-evident records of AI agent decisions. Verify offline, or publish a proof link.

Kontor MCP

Offline e-invoice tools for AI agents: validate, audit, convert and generate XRechnung/ZUGFeRD.

D'AUBE // BRIDGE²

Universal AI skill compiler and MCP bridge. Write once, run across agents.

UML Forge

Architecture intelligence, security analysis, and living docs. 14 Mermaid tools.

ddflow

Work-queue kernel for AI coding agents: dependencies, worktree isolation, quality gates, recovery

ZeroDOM

Deterministic DOM perception for AppSec red teams and AI agents: live Chrome, attack-surface scans.

CMSKite

Let an AI assistant manage CMSKite blog content: projects, posts, API keys and site integration.

npx-vibe

Read-only npm package and project dependency preflight tools for AI applications.

Directum RX

Directum RX for AI assistants: assignments, documents, boards, projects, any entity, system help

Steel Brain

Trade-verified steel grade properties, substitution verdicts, and mill-cert guidance for AI agents.

Sports Context Protocol

Self-learning operational context layer for AI sports agents. Profile 001: golf.

Voice Bridge

Multi-engine TTS for AI coding assistants. 5 engines, free engine included.

AgentTrust

Trustless XRPL escrow oracle for AI agents. Create jobs, verify work, release XRP/RLUSD payments.

Sealed

Per-call paid skills for AI agents, run server-side: inputs in, outputs back. The body never ships.

zzop

Deterministic repository oracle for AI agents: inventory, dependency graph, frontend-backend join.

Meaning Model

Revisable general-purpose models with opt-in story and ideation add-ons. Rust engine required.