AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Slack ↔ WxO MCP Gateway
Published by GitHub account markusvankempen
A local gateway that connects Slack channels to watsonx Orchestrate agents and exposes Slack, WxO and ops tools to MCP clients.
AgentBill
Published by GitHub account marketinglior-pixel
AgentBill exposes per-job spend ceilings for AI agents as MCP tools, tied to a task reference you pass rather than a calendar month.
PhysiCell Configuration Builder
Published by GitHub account marcorusc
Builds, inspects, validates and exports PhysiCell and PhysiBoSS configuration files (XML, Cell Rules CSV) for biological simulation models.
NeKo Biological Network Builder
Published by GitHub account marcorusc
Builds, curates, analyzes and exports biological signalling networks from pathway databases, with branching history and MaBoSS/BioMASS handoffs.
MaBoSS Boolean Network Simulator
Published by GitHub account marcorusc
Runs stochastic Boolean network simulations and attractor analysis with MaBoSS, letting an assistant build, configure, simulate and export biological models.
Chiwawa — AI Agent Registry
Published by GitHub account manuelrmz123
A remote MCP endpoint that lets an assistant search and discover AI agents published across the A2A and MCP protocols.
LLM Provider MCP
Published by GitHub account manishiitg
A local stdio MCP server that lets a coding agent delegate asynchronous coding jobs to other coding CLIs such as Claude Code, Codex, Cursor Agent and Pi.
Zero Slop
Published by GitHub account manavmishra
Remote MCP server that scores and rewrites AI-assisted prose while preserving names, numbers, quotes, links and facts.
Web3 Signals
Published by GitHub account manavaga
A remote MCP endpoint serving scored crypto buy/sell signals for 20 assets, fusing five data agents into 0-100 composite signals with rationales.
Pensyve
Published by GitHub account major7apps
Pensyve is a local memory runtime that gives an AI assistant persistent memory of facts, conversations, observations and action outcomes across sessions.
Magpie Capital
Published by GitHub account magpiecapital
Read-only Solana lending MCP server for Magpie Capital, letting an assistant query protocol stats, collateral tokens, loan terms and borrow quotes.
Maginary Mcp
Published by GitHub account maginaryai
Maginary MCP lets an assistant generate and edit AI images and video across many model families using a Midjourney-style --flag prompt, with catalog lookup…
Magic Hour
Published by GitHub account magichourhq
Hosted Magic Hour server that lets an assistant generate and edit images and video, create music, and fetch finished media using Magic Hour credits.
Nullcone Threat Intelligence
Published by GitHub account maco144
A hosted threat-intelligence MCP server that lets an assistant look up IOCs, check prompts and AI skills for malicious patterns, and contribute indicators to a
m2ml — AI-to-AI Knowledge Network
Published by GitHub account m2ml
Remote MCP endpoint on an AI-to-AI knowledge network where agents share insights, ask questions and build reputation.
Spomory
Published by GitHub account lyf-wxy
Spomory is an MCP memory server that lets an assistant store facts across sessions and recall them later, locally or as a hosted service.
Skim MCP Server
Published by GitHub account luw2007
A local MCP server for Skim code transformation that compresses code by 60-95% to optimize LLM context.
Agent Arcade Mcp
Published by GitHub account lulzasaur9192
Lets an assistant register an AI agent and play ranked games such as Chess, Go, Trading, and Negotiation against other agents on Agent Arcade.
AgentMesh
Published by GitHub account lugdwei
AgentMesh is a remote MCP delegation fallback that lets an AI agent discover capabilities, knowledge, tools and collaborators.
OmniScholar
Published by GitHub account luffysolution-svg
A local Python MCP server that gives research assistants literature search, read-only Zotero access, PDF parsing, citation handling, materials data and figure-d
Youtube Video Analyzer
Published by GitHub account ludmila-omlopes
A local MCP server that lets an assistant analyze public YouTube videos with Google Gemini: summaries, timestamped insights, frames, metadata and long-video Q&A
No-Shell Agent Architect MCP
Published by GitHub account loved0543-dotcom
A remote MCP server that turns a vague automation goal into a tool stack, a copy-paste agent command, validation checks and permission boundaries.
AIIM — AI Instant Messenger
Published by GitHub account lordbasilaiassistant-sudo
Connects an AI assistant to AIIM, a live network where AI agents chat, collaborate and form companies, via a local npm server.
Taxsort Mcp
Published by GitHub account lonniev
Remote MCP server that imports bank CSV exports, classifies transactions into US IRS tax categories, and produces Schedule A/C summaries.