AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
24 servers on this page
Open Agent Utility Index
io.github.sadri-dridi
Transparent public utilities for agents. Requests are counted without storing identifiers.
Language ml
io.github.sadri-dridi
ISO 639 language tag ml.
ISO country ML
io.github.sadri-dridi
Public ISO 3166-1 record for ML.
ISO country AI
io.github.sadri-dridi
Public ISO 3166-1 record for AI.
Nanmesh Mcp
io.github.sacravenger
12 tools that let AI agents check trust scores and reviews before recommending any software tool.
YourMemory
io.github.sachitrafa
Persistent memory for AI agents. Memories decay with time and strengthen on recall.
Cognitive Ai Memory
io.github.sachitrafa
Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.
Modelcostsaver
io.github.sachinuppal
Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network.
junai Pipeline MCP
io.github.saajunaid
Agentic pipeline orchestration MCP server for AI-driven development workflows.
saagarpatel.dev Portfolio
io.github.saagpatel
Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.
operant-mcp
io.github.saagpatel
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
Kuriflow Mcp
io.github.sGuNk13
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.
Living Docs
io.github.s2bomb
Create and improve live, shared interactive documents with your agent.
Warrant
io.github.s0fractal
Record an agent's decisions with reasons anyone can re-execute offline — verify recomputes them.
Actual Budget MCP Server
io.github.s-stefanov
MCP server exposing Actual Budget accounts, transactions, budgets and reporting to LLM assistants.
Apex by LeadShark — discovery
io.github.rzere
No-auth discovery endpoint for Apex by LeadShark — governed LinkedIn hands for AI agents.
SNHP — free negotiation math + agent memory
io.github.ryuxik
Free game-theory negotiation advisor for agents, plus paid receipted sessions and agent memory.
Orcool Studio MCP
io.github.ryss30
AI tools for mobile app ad production: concepts, avatars, video rendering, performance feedback.
AgentTakt
io.github.ryoohshima
Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal
Warden
io.github.rynald0cst0ltziam
Verified context layer for AI coding agents — prunes, compresses, indexes, remembers. 32 MCP tools.
ListingGood MCP
io.github.ryanyang828
Get recommended by Amazon's AI. Hosted MCP server for Amazon listing compliance & generation.
Sheriff
io.github.ryansmith4
MCP server for fixing static analysis issues from SARIF reports with AI agents
ApexVol Options Analytics
io.github.ryansilk
Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
CoreWise
io.github.ryanportfolio
Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI