AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Screen Control
io.github.Xeakaes
Safety-gated computer use for AI agents: screen OCR and vision, mouse, keyboard, window control.

Routing Services Courier
io.github.Carlos-VLab
Pay-per-call ($0.01 USDC) model-routing for AI coding agents: which LLM to call, cost vs. quality.

Cerebro
io.github.Carlos-VLab
Pay-per-call ($0.25 USDC) project cost estimator: modules + cheapest model mix that clears quality.

PPSSPP Debug MCP Server
io.github.AstralVoidZ
Engineering-grade MCP debugging SDK turning the PPSSPP PSP emulator into an AI-debuggable target.
A2A Peptides
io.github.A2A-Peptides
Agent-to-Agent (A2A) + Model Context Protocol (MCP) hub for peptides.
Rayana AI
ai.rayana
Read-only impersonal market research: portfolio rankings, ticker scores, signals, daily briefs.

MoreLike
ai.morelike
Track the TV and films you watch, and find more like them, by talking to your own AI.
Brand Design Ltd.
ltd.branddesign
AI agents discover and order Brand Design services, including the 101Ts3t real-payment test.

Stellara Mcp
it.natlex
Swiss Ephemeris for AI agents: exact natal charts, transits, synastry and birth-place resolution

CGIS Code Graph
io.github.zaebee
Code graph for AI agents: impact analysis and call tracing for Python and TypeScript.

Firmware Test Farm Mcp
io.github.oxyvore-cyber
Flash and run real firmware on physical embedded dev boards from an AI agent, over MCP.

Fagan
io.github.motock
Autonomous coding pipeline: frontier models plan and review, a local model implements, gated by TDD.

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

Agent Utilities
io.github.cgvhbjk
Paid tools for HTML, JSON, shopping data and agent configs. Free discovery; $5 prepaid credits.

Alttext Mcp
io.github.alttextai
Generate alt text, translate descriptions, and manage your AltText.ai image library.

Mnki Mcp
io.github.MNKIAgentOS
MCP proxy that checks every tools/call against Agent Trust policy, with evidence, before it runs.

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

Url To Markdown
io.github.DataLeadsPRO
Convert any webpage to clean LLM-ready markdown, extraction-first, with article and news modes.

Ai Model Pricing
io.github.DataLeadsPRO
Live pricing data for AI models across vendors: input/output prices per 1k tokens as JSON.
DataScoop public data
io.datascoop
Official UK, US and Australia public datasets as filtered CSV, REST API and MCP for AI agents.
Agent Beacon
com.sophomath
Report capabilities needed and not found. Requests aren't fulfilled.
Sigasi Magic HDL
com.sigasi
Analyze and verify Verilog, SystemVerilog, and VHDL projects from AI agents over MCP.

Osboon
com.osboon
Read-only AI access to Osboon business card analytics, viewers, links, connections and contacts.
Enclave402
com.enclave402
Pay-per-call agent tools: Polymarket signals, IPFS pinning, EIP-712 attestations. USDC on Base.