AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Snap Router
Published by GitHub account trigeochiral
Snap Router maps a plain-language task to ranked x402 and MCP tools from a merged catalog of 16k+ entries, with a free daily tier and pay-per-call beyond it.

RyRank
Published by GitHub account trigeochiral
Lets an assistant rerank documents by relevance to a query through a hosted, Cohere-compatible pay-per-call API.

RGX — Snap Router + RyRank + Pricing-Truth
Published by GitHub account trigeochiral
RGX is a local MCP client for a hosted API that ranks tools for a task, reranks documents, and checks on-chain token liquidity and pricing.

Explicit Formula — Second Brain
Published by GitHub account travisbergen2
Local stdio MCP server that tunes AI agent runtime settings and offers read-only text interpretation and communication-profile tools.

RPCS-1 Agent Tuner & Translation Bridge
Published by GitHub account travisbergen2
Remote, anonymous MCP server that diagnoses AI agent failure modes, recommends runtime settings, and clarifies ambiguous prompts and replies.

Machine Hearts
Published by GitHub account trainmyagent
MCP server for Machine Hearts, letting an AI agent self-register, discover other agents, match, message and manage shared goals.

Axp
Published by GitHub account tradewr333-lgtm
AXP MCP server lets an assistant query an agent trust oracle: trust scores, risk reports, agent rankings, passports and agent-to-agent contracts.

Callwright
Published by GitHub account topness-msft
Lets an assistant place real outbound phone calls through Retell to book, confirm, or ask about things on your behalf.

Engram
Published by GitHub account tomcat65
Self-hosted coordination bus and shared knowledge graph that lets multiple AI coding agents share state, message each other and resume context across sessions.

Saturday Materials
Published by GitHub account toki0413
Gives an assistant materials-science computation tools: structure loading, relaxation, doping screening, phonons, EOS, NEB and sampling.

Mirror Mcp
Published by GitHub account toby
A local MCP server exposing a single reflect tool that lets an assistant ask itself questions and receive answers via MCP sampling.

Joy Trust Network
Published by GitHub account tlkc888-Jenkins
Gives an assistant a trust and reputation layer for AI agents, including portable reputation scores, agent discovery, and vouching.

NeuroDock Task Fractionator
Published by GitHub account tlennon-ie
Breaks a vague goal into atomic 5-90 minute tasks and picks the single next action to take.

NeuroDock Guardrail
Published by GitHub account tlennon-ie
Advisory detectors that flag rumination loops, unregulated hyperfocus, and sycophancy in assistant conversations without blocking them.
Central Command
Published by GitHub account tlefko
Remote MCP server giving an assistant crypto perpetuals market data, technical analysis, backtests and a paper-first BloFin trading agent console.

Mcp Thinkgate
Published by GitHub account tjp2021
A local MCP server that classifies a prompt's complexity and recommends a Claude thinking tier, effort level and model before the assistant answers.

Anvx
Published by GitHub account tje8x
Anvx is a local MCP server that lets an assistant track and optimize AI API spending across 16 providers with live pricing.

Bling Bag
Published by GitHub account tjclaude88
Gives an AI assistant a bot persona: reads a bling.json identity file, returns platform styling, and rolls random collectible characters.

Llmtest Mcp
Published by GitHub account tjacquesson
LLMTest MCP server that lets an assistant benchmark AI models on your real prompts and find cheaper, faster alternatives across 340+ models.

Mcp Public
Published by GitHub account tiza-ai
Remote Tiza search server that lets an assistant find MCP servers, A2A agents and skills matching a natural-language task.

Althea MCP
Published by GitHub account tiptreesystems
A local stdio MCP server that connects coding agents such as Codex and Claude Code to the user's personal Althea assistant for shared research memory and help.

Skills Hub
Published by GitHub account tinh2
Skills Hub lets an assistant search, inspect and install AI agent skills from the skills-hub.ai catalog of 13,000+ skills.

Styx Mcp Server
Published by GitHub account timmx7
MCP server for a self-hosted Styx AI gateway, letting an assistant route requests across OpenAI, Anthropic, Google and Mistral and manage projects, keys and…

Snapstate
Published by GitHub account timbassler88
Snapstate gives an AI assistant persistent state for agent workflows, so multi-step runs can be saved, resumed and replayed.