AI & ML MCP Servers — Page 4

Aegis — AI Agent Governance

Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

NetsCLI

Network scanner for AI agents: discover hosts, scan TCP and UDP ports, query DNS and mDNS.

RAGScore

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Vynix

Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.

CogniRepo

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

Brandsystem MCP — Brand Guidelines for AI

Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.

EcuDataMCP

Ecuador's open government data for AI assistants: CKAN, SRI, BCE, INEC, Supercias, SERCOP and more.

Lians Agent Memory

Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

com.scriptivox.www/transcription

AI transcription from URLs or files. 119 languages, diarization, SRT/VTT/text export.

Loyal Spark

Base MCP (39 tools) on Base: programs, mint, rewards. lsk_ key; plan limits enforced. /for-agents

ZuckerBot — Meta Ads MCP Server

60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CAPI tracking.

adrkit decision memory

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

MCPfinder - MCP Server Discovery

Your AI discovers and installs MCP servers across Official Registry, Glama, and Smithery.

DataCharter

Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.

Datris

The data control plane for AI agents — acquire, validate, land, and query data over MCP.

Engram

Persistent memory for AI agents — verbatim conversations, searchable by meaning.

Awareness Local

Local-first persistent memory for AI coding agents - 96.0% R@5 on LongMemEval, zero LLM calls.

GDD - AI-Controlled Browser Farm

AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

ai.smithery/aicastle-school-openai-api-agent-project

Fetch current stock prices and key data for symbols across global markets. Look up companies like…

ai.smithery/aicastle-school-openai-api-agent-project11

Fetch the latest available stock quotes by ticker symbol across international markets. Check price…

Engram

Persistent, verbatim, searchable memory for AI assistants — one memory across every MCP client.

Trentina

Secure MCP gateway and quarantine for AI agent traffic — three-layer prompt injection defense

Eterna MCP

No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated sub-accounts, futures.

Nauro

Decision system for software built with AI

com.opsmill/infrahub-mcp

An MCP server connects your AI assistants to Infrahub using the open MCP standard.

Cathedral — Persistent Memory for AI Agents

Persistent memory and drift detection for AI agents across session restarts.

paper-preflight

Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

Decompose

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

Word AI

Structure-preserving Word DOCX editing MCP server and Office.js bridge for AI agents.

HAPI Strava MCP Server

Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.

Cookiy

AI user research via studies, interviews, recruitment, reports, and quantitative surveys.

ai.smithery/CryptoCultCurt-appfolio-mcp-server

Provide seamless access to Appfolio Property Manager Reporting API through a standardized MCP serv…

com.llm-bus/llm-bus

Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, handoffs, tasks.

com.scopeblind/protect-mcp

Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error.

Frihet ERP

AI-native ERP MCP: ES/EU fiscal compliance (VeriFactu/TicketBAI/Facturae), invoicing, tax, banking

ui-ticket-mcp

Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.

coldstart

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

x402check

Risk-check counterparties before an AI agent pays; pay x402 resources only after a verified allow

contextweaver

MCP gateway: bounded tool shortlists + artifact-backed result firewall. Deterministic, no model.

AI Diagram Maker

Generate software diagrams from natural language, code, ASCII, images, Mermaid.

FXMacroData

Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT, forex, commodities.

PAPI: Persistent Adaptive Project Intelligence

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

ai.etincel/etincel-nonfiction

Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Claude, via MCP.

Gondola Award Travel Search

Compare cash vs points on hotels, flights, and cars. Checkout supported hotels and rental cars.

ai.smithery/222wcnm-bilistalkermcp

Track Bilibili creators and get the latest updates on videos, dynamics, and articles. Fetch user p…

ai.smithery/anirbanbasu-pymcp

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, P…

ai.smithery/cristianoaredes-mcp-dadosbr

# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas ferramentas simples e…

WebAnatomy

Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 real pages.