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AI & ML

AI & ML MCP Servers

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

Kagan

io.github.kagan-sh

Verified

AI-powered Kanban TUI for autonomous development workflows with agent orchestration

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Engram

io.github.kael-bit

Verified

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Agent Card Health Check

io.github.kadopi

Verified

Free no-storage MCP that checks A2A Agent Card connection readiness for authorized targets.

Streamable HTTPWeb executable
AI & ML0 toolsSep 27, 2026

AegisAI

io.github.kadopi

Verified

Paid pre-execution risk verification for AI agents over MCP and x402.

Streamable HTTPWeb executable
AI & ML0 toolsSep 27, 2026

402sentinel Mcp

io.github.kaditang

Verified

x402 payment safety for AI agents: counterparty risk gate, payment firewall, compliance, RWA gate.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Project Memory Mcp

io.github.kaaustubh

Verified

Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Human Design API (Human Design Hub)

io.github.k4771kim

Verified

JPL-referenced Human Design charts for AI agents: bodygraph, transit, composite, Penta, DreamRave.

Streamable HTTPWeb executable
AI & ML0 toolsSep 27, 2026

Redmine Mcp Server

io.github.jztan

Verified

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Weselltours

io.github.jyswee

Verified

Travel platform for coding agents: hotels, tours, bookings, 13 AI experts. 21 tools, stdio.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Secretcarousel

io.github.jyswee

Verified

Agent-first secrets vault. Store, rotate, and share credentials from chat. 20 tools.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Fleetstreet

io.github.jyswee

Verified

License your creative work to AI on your terms, and run your creator business. 46 tools, keyless.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Comiceditorial

io.github.jyswee

Verified

Comic publishing for coding agents. Comics, chapters, AI panels, CBZ export. stdio + remote SSE.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Canvasaas

io.github.jyswee

Verified

AI business strategy frameworks for coding agents. 19 frameworks + pitch decks from one idea.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Bandsaas

io.github.jyswee

Verified

License your music to AI on your terms, and run your whole artist business. 46 tools, keyless.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Analyga

io.github.jyswee

Verified

Agent-first analytics: stats, events, sessions, funnels, ingest, websites & billing.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Ainpc Cli

io.github.jyswee

Verified

AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.

Streamable HTTPWeb executable
AI & ML0 toolsSep 27, 2026

Agenticmemory

io.github.jyswee

Verified

Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

A2a Trustgate

io.github.jyswee

Verified

A2A TrustGate: 4-gate firewall that screens every AI-agent action before it runs. 50 tools.

SSEWeb executable
AI & ML0 toolsSep 27, 2026

Gemini Audio Mcp

io.github.jxoesneon

Verified

High-performance audio, music, and voice generation MCP server for Gemini 2.5 and Lyria 3.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

FTIR.fun Spectral Search

io.github.jxbaoxiaodong

Verified

FTIR spectral search and material identification for AI agents via MCP.

Streamable HTTPWeb executable
AI & ML0 toolsSep 27, 2026

Modusop Mcp

io.github.jwwd-repos

Verified

MCP server for ModusOp — projects, tasks, time tracking, and retainers for AI assistants.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Whisper Mcp

io.github.jwulff

Verified

Local audio transcription using whisper.cpp. Transcribe with OpenAI Whisper models.

STDIODesktop only
AI & ML0 toolsSep 27, 2026

Nudge

io.github.jwill824

Verified

MCP server that nudges better AI session behavior through token usage and efficiency analysis

STDIODesktop only
AI & ML0 toolsSep 27, 2026

SanctumAI — Credential Vault for AI Agents

io.github.jwgale

Verified

Credential vault for AI agents — encrypted storage, lease-based access, CRP support.

STDIODesktop only
AI & ML0 toolsSep 27, 2026