AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Agent Referee
Published by GitHub account ccheez34
Local MCP server that lets an agent settle deadlocks with another agent and get sealed AI reviews of its work, with signed receipts.
keelyard
Published by GitHub account akobirjontulqinovfuture
Local MCP server and CLI that makes coding agents prove their work with passing tests, snapshots every edit for rewind, and trims noisy tool output.
AgentRQ
Published by GitHub account agentrq
AgentRQ is a remote task-management and orchestration platform where an AI assistant can create, work on and coordinate tasks across isolated workspaces.
TastePolicy
Published by GitHub account VictorCyberDev
Remote MCP server that adds Qloo cultural evidence and ALLOW/ASK/REJECT authority boundaries to an agent's preference-based recommendations.
Tabularium
Published by GitHub account SQLazy
Agent memory and a signed spending ledger: pay any x402 API, keep a provable receipt.
Sarup
Published by GitHub account PHUICMT
Sarup compresses long Thai and English text to cut token use, caching every original so the assistant can retrieve it byte-for-byte.
Obscurify.ai
Published by GitHub account Obscurify-ai
Lets an assistant query 200+ third-party AI models through Obscurify.ai for one-shot prompts, multi-turn chat, parallel second opinions and image generation.
Nftdata Mcp
Published by GitHub account Nomad07
Local MCP server that fetches OpenSea NFT collection statistics across 30+ chains, paying $0.002 in USDC on Base per request via x402.
skillcheck
Published by GitHub account Noem836
Read-only remote MCP server that statically checks agent skills in a public GitHub repo and warns which installed skills a new skill would clash with.
PubChem Finder
Published by GitHub account MysterionRise
PubChem Finder gives an assistant small-molecule chemistry tools: PubChem lookups and live structure search, a local similarity/substructure index, and…
forge-delegate
Published by GitHub account MuhamadBarzani
Delegates coding work from Claude Code, Codex or opencode to other models via opencode, keeping the main agent's context small.
OpenFree
Published by GitHub account MkThingsHQ
Remote MCP server that lets an assistant search and read a curated directory of free and open-source AI tools for indie makers on OpenFree.
MCAI Knowledge Base
Published by GitHub account Meta-consciousness-AI
Local MCP server exposing a structured Meta-Consciousness Theory knowledge base, letting assistants look up terms, definitions, relations and citations.
IA-QA Security — 30 tools
Published by GitHub account JcJamet
Hosted IA-QA security pack: 30 tools for prompt-injection, PII and secret scans, TLS/header/CORS/cookie audits, and MCP server checks.
IA-QA Eval & RAG — 38 tools
Published by GitHub account JcJamet
Hosted IA-QA eval pack of 38 tools for testing LLM outputs and RAG pipelines: hallucination checks, eval contracts, similarity scoring, token and model info.
ATR: Automation for Token Reduction
Published by GitHub account JacobBhatt12
Local MCP proxy that hides tool lists and shrinks tool results so an AI assistant spends fewer tokens on tool use.
Premiere-MCP-IMT + SKILLS — Premiere Pro for AI agents
Published by GitHub account Immersive-Media-Technologies
Lets an AI assistant work inside a running Adobe Premiere Pro: inspect sequences, cut and trim clips, apply effects and keyframes, mask, caption and export.
Photoshop-MCP-IMT + SKILLS — Photoshop for AI agents
Published by GitHub account Immersive-Media-Technologies
Lets an AI agent drive a running Adobe Photoshop on your machine: documents, layers, text, masks, selections, filters, generative tools and export.
NextGen Token
Published by GitHub account Har50
Pay per call in NGT on Base: call any NGT x402 paywalled API with a capped budget. Signed locally.
Jaibber
Published by GitHub account Everybit-Ventures
Jaibber lets an assistant register as an agent on a public agent network, find and message other agents, hire them, and rate the work.
Lunara
Published by GitHub account DarkMatteros
Lunara is a hosted subtitle engine that lets an assistant turn audio or video into a written-language track plus a translation, with exact timings.
Thinkstep
Published by GitHub account CloudCorpRecords
Local MCP server with one tool that records a step-by-step chain of thoughts, including revisions and named branches, for the session.
Allfeatures
Published by GitHub account CloudCorpRecords
A demo MCP server that exercises protocol features — text, images, resources, structured content, sampling, roots and elicitation — for testing MCP clients.
Calera Infinite Context (ICX) — Persistent Memory & Associative Recall
Published by GitHub account Calera-Labs
Hosted persistent memory service that lets an assistant store, search and trace facts across sessions and agent swarms.