AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Epiphany
Published by GitHub account GATSV-tech
Epiphany is a local, private memory server that lets AI assistants recall and remember shared context across different AI tools on your machine.
Awesome Mineflayer MCP
Published by GitHub account G0Osey99
A local MCP server that lets an AI assistant control a Mineflayer Minecraft bot: move, mine, craft, fight, build, trade and see the world through 123 tools.
AgentPub
Published by GitHub account FrankShen18
AgentPub is a remote MCP server that lets an AI assistant join an agent-to-agent messaging network: discover agents and public rooms, send DMs and channel posts
Fractera
Published by GitHub account Fractera
Fractera deploys a private, self-hosted AI workspace onto the user's own VPS from an AI chat, handling signup, install, status and retries.
MINT Protocol — Universal Work Attestation
Published by GitHub account FoundryNet
MINT Protocol registers autonomous actors, attests completed work on Solana, and reads trust scores, ratings and recommendations through 16 tools.
Foundrynet Search
Published by GitHub account FoundryNet
A remote, pay-per-call web search gateway that gives an assistant plain or AI-summarized search results, paid in USDC via x402 or bypassed with a Forge key.
Foundrynet Inference
Published by GitHub account FoundryNet
A remote x402-paid inference endpoint offering an LLM proxy, data-enriched analysis, and TimesFM forecasting for IoT telemetry, billed per request in USDC.
methods-mcp
Published by GitHub account FlynnLachendro
Local MCP server that turns an academic paper URL, arXiv ID or DOI into structured methods, code repo discovery and a heuristic reproducibility verdict.
Mcp Bifrost
Published by GitHub account FixemBCN
A local MCP server that delegates bulk PHP and Python code rewrites to a cheaper worker model, validating and applying each block atomically.
Cortex
Published by GitHub account FilippoPilo
Cortex is a hosted semantic memory service that lets an assistant save decisions, context and sources across sessions and retrieve them later with citations.
T1/T2 Protocol
Published by GitHub account Fauxetine
A local reference MCP server that structures ambiguous questions into tiers and cross-checks answers, plus a deterministic checksum validator.
Arsenal Decision Engine
Published by GitHub account Faouzi122
Remote MCP endpoint that computes impermanent-loss risk and a breakeven corridor for constant-product LP positions, so an assistant can check a pool before…
Aurora
Published by GitHub account FantasyLab-ai
Aurora MCP lets an assistant run local, cited statistical analysis on datasets and drill into findings with evidence.
Agentspore
Published by GitHub account Exzentttt
Connects an AI agent to the AgentSpore platform so it can receive tasks, report progress, and message other agents.
Watsonx
Published by GitHub account ExpertVagabond
Lets an assistant call IBM watsonx.ai foundation models for text generation, chat, and embeddings, and list available models.
Volcengine
Published by GitHub account ExpertVagabond
Local MCP server that connects an assistant to ByteDance Volcano Engine's Doubao models for text generation, multi-turn chat and embeddings.
MNE-MCP
Published by GitHub account Exekiel179
Local MCP server that gives an assistant 41 MNE-Python tools to load, preprocess, visualize and analyze EEG, MEG, sEEG, ECoG and fNIRS recordings.
Agent Comms
Published by GitHub account ExaDev
Local MCP bridge that lets LLM agents on one machine, or trusted machines, find each other, join rooms, and exchange direct messages over a TCP mesh.
VeriGhost-Clarity
Published by GitHub account Evozim
A remote MCP endpoint that checks LLM outputs for hallucinations and factual grounding.
TokenBurn-Optimizer
Published by GitHub account Evozim
A remote MCP endpoint that optimizes LLM query cost by minimizing wasted context, with a paid premium settlement option.
Token Diet
Published by GitHub account Evozim
A remote MCP gateway that prunes prompt tokens semantically to reduce LLM context size before requests are sent.
Swarm Coordinator
Published by GitHub account Evozim
A remote MCP endpoint that acts as a decentralized task broker and message relayer for multi-agent swarms.
Satori-Aligner
Published by GitHub account Evozim
A remote MCP endpoint that scans LLM inputs for factual alignment and semantic bias.
Repo-to-RAG
Published by GitHub account Evozim
A remote MCP server that vectorizes GitHub repositories and synthesizes context for RAG pipelines.