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AI & ML

AI & ML MCP Servers

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

Promptbudget Mcp

io.github.MukundaKatta

Verified

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agentvet

io.github.MukundaKatta

Verified

Validate tool-call args before execution. Returns LLM-friendly retry hints.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agentsnap

io.github.MukundaKatta

Verified

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agentguard

io.github.MukundaKatta

Verified

Network-egress firewall for agent tools: check URLs against a declarative policy.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agentfit

io.github.MukundaKatta

Verified

Token-aware message truncation: fit a chat history into your model's context budget.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agentcast

io.github.MukundaKatta

Verified

Structured-output enforcer: extract and validate JSON from messy LLM text.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Intercom

io.github.MuhammadTalhaMT

Verified

Relays messages between two Claude Code sessions on different machines using the Channels API

STDIODesktop only
AI & ML0 toolsSep 30, 2026

SiteHelm

io.github.Mrshahidali420

Verified

Let an AI agent run your WordPress site: every write previewed, verified and reversible.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Rugcheck Ai

io.github.MrWizardlyLoaf

Verified

Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detection before you buy.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Flipcoin

io.github.MrTalecky

Verified

Agent-first prediction markets on Base. Trade, quote, create markets via MCP.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Mcp Server Vivino

io.github.MrBridgeHQ

Verified

Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations

SSEWeb executable
AI & ML0 toolsSep 30, 2026

Engram Cc

io.github.Morous-Dev

Verified

Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Mora AI

io.github.Mora-AI-Content-Studio

Verified

Codex guesses your brand voice. Mora AI gives it the real one: your catalogue and performance.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Montycat MCP - Shared Memory for AI Agents

io.github.MontyGovernance

Verified

Shared, persistent memory for AI agents, with semantic recall and live updates.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

MemoCat — Shared AI Memory

io.github.MontyGovernance

Verified

One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

MolTrust MCP Server

io.github.MoltyCel

Verified

Give an agent a verifiable identity, and check another agent's before dealing with it.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

karst

io.github.Moin105

Verified

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

AI Usage

io.github.MohitBansal321

Verified

Reports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Northcap Signals

io.github.MohamedAbdisamed

Verified

Pay-per-call DRT/ICT crypto trading signals for AI agents (LONG/SHORT, entry/SL/TP).

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Modelglass

io.github.Modelglass

Verified

Sourced AI-model pricing and capability data — compare and route to the cheapest capable model.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Daepak Market Intelligence

io.github.Mobiss11

Verified

Market analyst tools + AI agent: crypto, US equities, options, Korea, fundamentals, macro, backtests

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Mdma

io.github.MobileReality

Verified

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Mobai Mcp

io.github.MobAI-App

Verified

AI-powered mobile device automation for Android and iOS devices, emulators, and simulators

STDIODesktop only
AI & ML0 toolsSep 30, 2026

e2a — email for AI agents

io.github.Mnexa-AI

Verified

Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, SPF/DKIM verified.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026