AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Agentswitchboard
Published by GitHub account assafbar2
Remote MCP server for Agent Switchboard, a curated directory of AI agents, MCP servers and agentic tools, letting an assistant search and inspect listings.
Agent Never Give Up
Published by GitHub account askman-dev
Gives coding agents structured "unstuck" protocols: scenario tools that return metacognitive prompts to re-anchor goals and try a new strategy.
Loki Mode
Published by GitHub account asklokesh
Exposes Loki Mode, an autonomous coding agent, over stdio so an assistant can start runs, check status and verify signed receipts.
Mcp State Sidecar
Published by GitHub account askadvaith
A local MCP server that stores durable workflow state for multi-agent systems: key-value data, workflow claims, leases, sessions and audit history.
Kshana PNT-resilience simulator
Published by GitHub account ashfordeOU
Runs the Kshana PNT resilience simulator locally, letting an assistant execute orbit, GNSS, fusion, receiver-trust and IQ scenarios and read back validated…
Ardaro Agent Runtime Utilities
Published by GitHub account ashevilleislove
Remote MCP server offering paid, advisory checks on agent context compaction, intent routing, spend limits and API billing reconciliation, with free examples.
Maxion Mcp Gateway
Published by GitHub account aruuhii2yo
A remote MCP gateway offering CPU telemetry and benchmarking, SHA-256 hashing, AES-256-GCM encrypted storage, and AI video/image generation via Nova.
Comfyui Mcp
Published by GitHub account artokun
MCP server and Claude Code plugin that lets an assistant run ComfyUI workflows, generate images, audio and video, and manage models, nodes and VRAM.
Fillin
Published by GitHub account artchristech
Fillin is a remote MCP server that lets an AI assistant search for AI agents and find recent information beyond the model's training cutoff.
Gguf Mcp
Published by GitHub account arose26
Inspects local GGUF and safetensors model files, reporting architecture, quantization, parameter count, tensors, and VRAM fit.
Arkheiaai
Published by GitHub account arkheiaai
Arkheia scores LLM responses for fabrication risk and can call several models, letting an assistant check its own or other models' output for hallucination.
Deepseek
Published by GitHub account arikusi
MCP server for DeepSeek models: chat with thinking mode, fill-in-the-middle completion, and multi-turn sessions, with per-request cost tracking.
arifOS — Constitutional AI Governance
Published by GitHub account ariffazil
A remote constitutional-governance kernel that gives an assistant a session-bound pipeline of observe, reason, judge, execute and seal tools with an immutable 9
Arifos Mcp
Published by GitHub account ariffazil
A local governance kernel that judges an AI agent's proposed write, delete, deploy or spend actions against 13 constitutional floors and returns a verdict…
arifOS — Constitutional AI Kernel
Published by GitHub account ariffazil
Remote MCP kernel that judges an agent's proposed actions against 13 constitutional floors and returns SEAL, HOLD or VOID verdicts before execution.
Aaa Mcp
Published by GitHub account ariffazil
arifOS is a governance kernel that judges an AI agent's proposed actions against 13 constitutional floors and returns a verdict plus an audit receipt.
Ateam Mcp
Published by GitHub account ariekogan
Connects an AI assistant to the ADAS platform so it can read specs, build, validate and deploy multi-agent solutions and skills.
Trabuco
Published by GitHub account arianlopezc
Trabuco scaffolds production-ready multi-module Java Maven/Spring Boot projects and the AI context files coding agents need, exposed to assistants as an MCP…
Codex Control Plane MCP
Published by GitHub account aresyn
Lets an assistant submit long-running Codex Desktop coding tasks as durable operations, poll their status, approve plans, and read final reports.
Mcp Audit
Published by GitHub account archonics
A local MCP server that audits AI agent system prompts, tool definitions and context payloads, returning the top three context-engineering issues per scan.
Vlk MemAct
Published by GitHub account aranajhonny
A local SQLite-backed memory layer for AI agents that tracks past, present and future state and breaks repeated error loops.
Mcp Portal
Published by GitHub account apollion69
A local stdio MCP server that delegates bounded file reading and reference-driven code generation to the Cursor CLI on its own quota.
Mcp Pickaxe
Published by GitHub account aplaceforallmystuff
Lets an assistant manage Pickaxe AI agents, knowledge base documents, users, products, and conversation analytics through the Pickaxe API.
Apipriceindex
Published by GitHub account apipriceindex
Local MCP server that gives an assistant live, verified LLM API prices, cost estimates, model comparisons and current deals.