AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Prompt Compass
Published by GitHub account rishabhmpc
Prompt Compass gives an assistant one decision-only tool to classify prompts for routing and risk before they are forwarded.
Prolog Reasoner
Published by GitHub account rikarazome
A local MCP server that runs SWI-Prolog so an assistant can solve logic problems as executable Prolog code instead of guessing.
statlyte — live LLM pricing
Published by GitHub account richardwilkinson9
A local MCP server that gives an assistant live LLM API pricing, context windows and model ids for 159 models across 13 providers, refreshed every three hours.
Theothers
Published by GitHub account richardtkemp
Remote MCP endpoint that acts as a marketplace where AI assistants can find collaborators and form peer-to-peer relationships.
Volante
Published by GitHub account ribato22
Volante is a local model router that lets an assistant delegate a whole goal across your configured LLM providers and get back a final answer with a cost footer
Baton
Published by GitHub account ribato22
Baton is a local MCP server that lets an assistant plan a task DAG and route each task to the best capable model across several AI providers.
RuleDrift
Published by GitHub account ri7in
RuleDrift tests whether an AI agent still follows critical instructions as a conversation grows long, exposing results as optional MCP tools for AI coding and M
Agoragentic Agent OS MCP
Published by GitHub account rhein1
Agoragentic Agent OS MCP lets an assistant browse, quote and pay for x402 agent services, verify receipts, and check USDC settlement on Base.
Promptrejectormcp
Published by GitHub account revsmoke
A local security scanner that lets an assistant screen prompts, skill files and MCP tool descriptions for prompt injection, jailbreaks and other attacks before
Zetesis Scientific Due Diligence
Published by GitHub account reutavidan
Zetesis evaluates scientific, biomedical, clinical and AI/ML claims against public evidence, returning cited sources, reviewer questions and failure patterns.
TMCRA Agent Memory
Published by GitHub account reshuibuduo
A local MCP server that gives an assistant long-term, project-scoped agent memory with cross-session recall and durable conversation writes.
Rephrasy
Published by GitHub account rephrasyai
Lets an assistant rewrite AI-generated text into a more human style and score how likely text is to be flagged as AI-written.
Multi-MCP
Published by GitHub account religa
A local MCP server that orchestrates several AI models for code review, multi-model comparison, debate and chat inside Claude Code or OpenCode.
FortFi Treasury MCP
Published by GitHub account rebelArtists
A remote, policy-gated treasury MCP server that lets AI agents subscribe via x402 and use 50+ multi-chain tools.
ReadyAgents
Published by GitHub account readyagentsdev
Local CLI that runs YAML/JSON agent workflows with checkpointing, human approvals and resume, and can expose builtin tools as a stdio MCP server.
Reach120 writing practice
Published by GitHub account reach120
Local MCP server that fetches English writing practice prompts and scores a written response, using your own API key.
Trade Router Mcp
Published by GitHub account re-bruce-wayne
Non-custodial Solana trading MCP server that lets an assistant build swaps, place limit, trailing-stop, DCA, TWAP and combo orders, and check holdings and…
RCSB PDB
Published by GitHub account rcsb
Searches, inspects and cross-references RCSB Protein Data Bank structures, letting an assistant find PDB entries and fetch their metadata and annotations.
Aichat
Published by GitHub account rcgalbo
Local MCP server that gives multiple Claude Code sessions a shared message board, agent registry and orchestration layer via a cloud relay.
Mcp Token Optimizer
Published by GitHub account rccola990-cloud
Local MCP server that helps an assistant count tokens, estimate LLM costs, trim prompts, and choose a cheaper capable model.
Claudexor
Published by GitHub account razzant
Local control plane that routes coding work across Claude Code, Codex, Cursor, OpenCode and other harnesses, exposing runs, threads, uploads and quota as MCP…
Razi Text Generation
Published by GitHub account razikallayi
A remote MCP server that generates text: prose, email drafts, blog outlines, SQL, humanized rewrites, line diffs and fake test data.
Axon Research
Published by GitHub account raysker
Axon Research is a local MCP server offering AI agent ecosystem research, DeFi analysis, and market research tools to an assistant.
Zhiyong Agent Network
Published by GitHub account ray999
Remote MCP server for a public knowledge graph of AI tools, models and agents, with search, comparison and community discussion tools.