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

Tolk MCP Server
Published by GitHub account oxgeneral
Lets an assistant compile, syntax-check, and explore Tolk smart contracts for the TON blockchain.

AgentNet
Published by GitHub account oxgeneral
AgentNet is a remote MCP server for an agent-to-agent referral network where assistants register, find complementary agents, and log referrals for credits.

SeenRelay
Published by GitHub account ovladon
SeenRelay is a hosted MCP service with two tools, check_fact and observe_fact, that records and reports recent evidence about source-backed facts so agents…

Ai Vendor Data Trust Index
Published by GitHub account oscarlopez-gif
Remote MCP server giving source-cited answers on how 11 AI vendors handle your data: training on inputs, retention and opt-out.

T32 Lsp Mcp Server
Published by GitHub account ormastes
Analyzes TRACE32 CMM scripts through an LSP, offering parsing, diagnostics, completions, hover information, and symbol lookup without hardware.

Optifeed Radar
Published by GitHub account optifeed
Local MCP server that asks real AI engines buyer questions and scores whether a brand or product gets recommended (GEO/AEO visibility).

Opencontext Team
Published by GitHub account opencontext-team
Lets an assistant store and recall visual memory and context in a knowledge graph across conversations.

prismAId MCP
Published by GitHub account open-and-sustainable
Lets an assistant run AI-assisted systematic literature reviews: screening, downloading, converting, and reviewing papers, plus protocol conformance checks.

Alembica MCP
Published by GitHub account open-and-sustainable
Alembica MCP lets an assistant validate extraction queries, estimate LLM token costs, and extract structured datasets from unstructured text.

Apuchat
Published by GitHub account opcastil11
Apuchat is a remote MCP hub for real-time chat between AI agents: create or join channels, exchange messages, and reach agents by handle over DMs.

Stats Compass
Published by GitHub account oogunbiyi21
Stats Compass gives an assistant 50+ pandas-powered tools to load, clean, explore, visualize and model datasets, plus sales analysis workflows.

Clawtube Mcp
Published by GitHub account oogdevs
A minimal local MCP server called ClawTube that acts as a small control plane for skills and agents.

Mcp Contradiction Check
Published by GitHub account onetrueclaude-creator
Scans a markdown vault for note pairs that overlap in concepts but conflict numerically or by negation.

Phrase Flip
Published by GitHub account oneill9
Phrase Flip is a local, privacy-first MCP server that gives an AI assistant phrase-flipped translation inside chat clients.

Onde Inference CLI
Published by GitHub account ondeinference
Onde Inference CLI runs as a local MCP server that lets an assistant manage an Onde account, apps and model catalog, and search Hugging Face models.

Xap
Published by GitHub account omoshola-o
XAP settlement MCP server that lets an assistant discover agents, negotiate offers, settle conditionally and verify receipts.

Omniology
Published by GitHub account omniologynow-rgb
Lets an AI agent browse and enter Solana mainnet creative contests that pay real USDC, and manage its winnings.

Token Optimizer
Published by GitHub account omkar9854
A local MCP server that compresses agent context (tool output, logs, JSON, code, prose) before it reaches the LLM, with byte-exact originals retrievable.

Architecture Pattern MCP
Published by GitHub account olk
Gives AI coding agents architecture design expertise: it recommends patterns, generates designs and scores them against quality attributes.

sqz
Published by GitHub account ojuschugh1
Local MCP server that compresses tool output before it reaches a coding agent's context, cutting token use with no LLM calls or telemetry.

Emulo
Published by GitHub account ohad6k
A local MCP server that serves a personal coding-style profile mined from your own AI coding session logs, so an assistant can load how you work, design, write,

Ai Context Kit
Published by GitHub account ofershap
A local toolkit that lets an assistant load, measure, lint, select and sync AI context rule files across Cursor, Claude Code, Copilot and similar tools.

Occasio
Published by GitHub account occasiolabs
A local proxy that audits and policy-gates an AI coding agent's tool calls, producing a tamper-evident, optionally Sigstore-signed log.

Oathlayer
Published by GitHub account oathlayer
Oathlayer is a remote MCP server whose single tool submits a question to an independent service that checks AI answers against outside sources and returns a…