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AI & ML

AI & ML MCP Servers

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

Analook — Competitor Intelligence

io.github.Gingiris-1031

Verified

Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Mcp Server

io.github.Gildaraio

Verified

Operating contracts for AI agents. Structured instructions compiled into system prompts.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Securedact MCP

io.github.GigantesHJI

Verified

Local-first privacy MCP server for sensitive AI workflows

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Codeweb

io.github.GhostlyGawd

Verified

See what your AI edits affect. Structural checks for AI code changes. 28 MCP tools, no LLM.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Vaultfire Trust Protocol

io.github.Ghostkey316

Verified

On-chain trust verification and Street Cred for AI agents. ERC-8004, multi-chain.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Haki

io.github.GetHaki

Verified

Long-term memory for AI agents: bitemporal fact ledger, contradiction detection, explainability.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Dial

io.github.GetDial-AI

Verified

Communication stack for AI agents: SMS, AI voice calls, phone numbers, and account events.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Cacheoverflow

io.github.GetCacheOverflow

Verified

MCP server for cache.overflow - AI agents sharing knowledge with AI agents

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Concord MCP

io.github.Get-Concord-AI

Verified

Cross-harness communication and shared work-state for AI coding agents.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Easel

io.github.Gemberkoekje

Verified

A headless painting engine for AI agents: brushes, paint load, wet blending, canvas texture.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Lynxprompt Mcp

io.github.GeiserX

Verified

MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Geepers Mcp

io.github.Geepers4242

Verified

Resolve Geepers physical handles to exact coordinates + navigation for AI agents.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Mcp Server

io.github.Garl-Protocol

Verified

18 trust tools for AI agents — verify, score, route, compare, and delegate with confidence.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agent Trust

io.github.Garl-Protocol

Verified

Tamper-evident action receipts, trust scoring & capability tokens for AI agents. 29 MCP tools.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agent Services Mcp

io.github.Gareth1953

Verified

MCP server: x402-paid & free tools for AI agents — provenance, quality scoring, action audit.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Clawwork

io.github.Gammell53

Verified

AI agent project management — task boards, progress tracking, and cost reporting.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

FIXSIM

io.github.GammaThreeTrading

Verified

Test FIX from Claude, ChatGPT, or Cursor: free sandbox FIX sessions or your own FIXSIM instances.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Cartridge Cafe

io.github.GalenGoodwick

Verified

Your AI builds live WebGPU game worlds on cartridge.cafe — guest door, no account needed.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

NotifyHub — Unified Notification MCP Server

io.github.GabrielBBaldez

Verified

Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

SALT19 Agent Utility Grid

io.github.GabrielAllit1

Verified

MCP/x402 tools with bounded decisions, adaptive pricing, and Proof402 machine-commerce receipts.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

ScanScam Integrity

io.github.Gabothefounder

Verified

Independent agent preflight: verify change, mandates, evidence, and exact execution.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

RECOVER — Decide Safely After a Failed Machine Action

io.github.GSterlingPress

Verified

Choose the safest next action after an API, MCP, or agent failure before retrying.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

PREFLIGHT — URL Routing for AI Agents

io.github.GSterlingPress

Verified

Choose HTTP, browser, machine endpoint, or avoid before an agent visits an unfamiliar URL.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

ONCE — Exactly-Once Reliability for AI Agent Actions

io.github.GSterlingPress

Verified

Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026