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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

mycrab-mcp

io.github.isgudtek

Verified

Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

PostgreSQL performance Tuner MCP Server

io.github.isdaniel

Verified

provides AI-powered PostgreSQL performance tuning capabilities.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Mcp

io.github.isco-tec

Verified

Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Forage

io.github.isaac-levine

Verified

Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Secret Safe Env

io.github.irrenwill

Verified

Write secrets into .env without the agent ever seeing the value - Windows masked dialog (繁中 UI)

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Iris

io.github.iris-eval

Verified

Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Agent Memory MCP

io.github.ipiton

Verified

Memory, docs, and repo context layer for engineering agents.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Numguard

io.github.ipezygj

Verified

Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Evalgate

io.github.ipezygj

Verified

Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Agent Guard

io.github.ipezygj

Verified

Safety checks an agent runs before it acts: package malware, destructive command, secret leak.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

CLIO Hdf5

io.github.iowarp

Verified

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

STDIODesktop only
AI & ML0 toolsSep 25, 2026

CLIO Compression

io.github.iowarp

Verified

Compression MCP server implementation using Model Context Protocol

STDIODesktop only
AI & ML0 toolsSep 25, 2026

CLIO Chronolog

io.github.iowarp

Verified

ChronoLog MCP server implementation using Model Context Protocol

STDIODesktop only
AI & ML0 toolsSep 25, 2026

CLIO Arxiv

io.github.iowarp

Verified

ArXiv MCP server implementation using Model Context Protocol

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Obolus

io.github.inviti8

Verified

Disposable Algorand wallet for AI agents. Pay x402 resources in USDC, no human provisioning.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Invigil

io.github.invigil

Verified

Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Mcp Server Zotero Dev

io.github.introfini

Verified

MCP server enabling AI assistants to build, test, and debug Zotero plugins

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Intlpull

io.github.intlpull

Verified

AI-powered i18n platform with 50+ tools for translations, OTA releases, and more.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Intenttext Mcp

io.github.intenttext

Verified

Parse, validate, query, and render IntentText (.it) documents for AI agents

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Turbopentest

io.github.integsec

Verified

AI-powered penetration testing. Launch scans, review findings, download reports.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

RankCLI

io.github.integrallis

Verified

Free, local SEO + GEO audits for AI assistants - no signup, nothing leaves your machine.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Inkog

io.github.inkog-io

Verified

Security co-pilot for AI agents. Scan for vulnerabilities, audit MCP servers, verify governance.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Mcp Server

io.github.ingressward

Verified

Block prompt injection, evasive spacing, and obscene content before it reaches your LLM.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Ingero

io.github.ingero-io

Verified

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

STDIODesktop only
AI & ML0 toolsSep 25, 2026