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

Inferbench
Published by GitHub account RudrenduPaul
InferBench's MCP server lets an assistant run local LLM inference benchmarks on your own hardware and get measured tokens/second results back.

Electronics Rfq Agent
Published by GitHub account RudrenduPaul
Local MCP server that turns electronics RFQ documents into priced draft quotes by parsing them with Claude and looking up parts in an ERP catalog.

Agent Eval
Published by GitHub account RudrenduPaul
A local MCP server that lets an assistant run statistical regression tests comparing two versions of an LLM agent's behavior.

AI Price Index
Published by GitHub account RoninForge
Read-only MCP server that lets an assistant look up AI model API prices, including what a model cost on a specific date, with cited sources.

Umbryn Mcp
Published by GitHub account Rinava
A self-hosted MCP server that redacts PII and PHI from text into reversible placeholders before the text is sent to an LLM.

MeshMarket
Published by GitHub account RightOnPar-LLC
Remote MCP endpoint for MeshMarket, an agent-to-agent marketplace where an assistant can discover, rent, publish and pay for capabilities per call in MESH…

Forge Mcp Server
Published by GitHub account RightNow-AI
A local MCP server that lets an assistant turn PyTorch code into fast CUDA/Triton kernels on real datacenter GPUs, with claimed speedups up to 14x.

Agent Team
Published by GitHub account RichardLemmon
A local MCP server that gives an assistant 44 tools for coordinating 13 specialized AI agents that collaborate through a SQLite database.

AgentRamp
Published by GitHub account Rexcraig
AgentRamp auto-generates a hosted MCP server from a SaaS product URL, giving an assistant tools for that product without writing code.

Seracade
Published by GitHub account Rckl88
Seracade is a local MCP server for LLM cost optimization: it audits model calls, shows savings, and routes requests to the cheapest model that meets a quality.

Clawbackai Mcp
Published by GitHub account Rckl88
A local MCP server for LLM cost optimization that lets an assistant audit model calls, show savings, and route requests to the cheapest model that meets quality

Literature Review Council
Published by GitHub account Ravicha2
Runs a multi-agent literature review pipeline that researches topics, peer-reviews the findings, and writes a grounded Markdown report bundle.

元铸工坊 SOSOFAST (yuanzhu)
Published by GitHub account RavenWangChina
Local MCP server for governed AI workflow assets: staged writes, eval-gated template forging, and ontology access.

SpineFrame
Published by GitHub account Ratnaditya-J
SpineFrame is a local governance runtime for AI agents, offering signed provenance, compliance audits and OSINT capabilities through an MCP stdio server.

Nova3D
Published by GitHub account RareSense
Nova3D generates structured, part-aware 3D assets from text or images, returning named-part GLB files, a preview link and a Blender script.

Nova3D
Published by GitHub account RareSense
Generates structured, part-aware 3D assets (named GLB parts, joints, Blender script) from text prompts or reference images via the Nova3D hosted pipeline.

Mcp Aider Executor
Published by GitHub account RailKill
Runs aider as a detached background process so an assistant can start code-editing jobs and later check their progress.

Gemini Mcp
Published by GitHub account RLabs-Inc
A local MCP server that connects Claude to Google Gemini 3 models for queries, image and video generation, research, speech, code execution and document or web-

Fable Mode
Published by GitHub account REX-codebase
A local control plane for AI coding agents that gates workspace writes behind timed deliberation, evidence receipts and adversarial review.

NanoPDF
Published by GitHub account R09722akaBennett
NanoPDF is a local MCP server that uses Gemini Pro to let an AI assistant edit and generate PDF documents.

Hivemind
Published by GitHub account QuantuLabs
Queries OpenAI, Anthropic and Google models together and returns a synthesized consensus answer, with tools to configure keys and track usage.

Qiskit MCP Server
Published by GitHub account Qiskit
Local MCP server that lets an assistant transpile, analyze and convert Qiskit quantum circuits for hardware targets.

Qiskit IBM Transpiler MCP Server
Published by GitHub account Qiskit
Local MCP server that lets an assistant transpile and optimize quantum circuits with Qiskit's AI transpiler passes for IBM Quantum backends.

Qiskit Gym MCP Server
Published by GitHub account Qiskit
Local MCP server that lets an assistant train reinforcement-learning agents and synthesize quantum circuits with qiskit-gym.