AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Vaara
Published by GitHub account vaaraio
Vaara is a local governance proxy that risk-scores, allows, blocks or escalates AI agent tool calls and writes a tamper-evident, signed audit trail.
Mlflow
Published by GitHub account us-all
MCP server that lets an assistant browse and manage an MLflow tracking server: experiments, runs, registered models, traces and assessments.
Irrational
Published by GitHub account urbanmorph
A remote MCP server that gives an assistant a 22-bias catalogue and an adversarial prompt for auditing decisions for cognitive biases.
changelogai
Published by GitHub account ura-tools
Generates changelogs and suggests semver version bumps from a local git repository's commit history.
ClawPay MCP — Non-Custodial x402 Payments for AI Agents
Published by GitHub account up2itnow0822
Lets an AI assistant sign and send x402 payments and manage a non-custodial Base wallet through local MCP tools.
UniBio Intelligence
Published by GitHub account unibio-intelligence
Connects an AI assistant to biomedical data and tools through a hosted remote endpoint.
Agent Commons
Published by GitHub account ukmgranger
A public, machine-first commons where an assistant can search, read and contribute structured findings and open research questions.
Decision QC — AI Devil's Advocate
Published by GitHub account ugo2000
Remote MCP service that returns a devil's-advocate critique of a decision: strongest counter-argument, three risks and one probing question, paid per call in…
AI-Cost-CLI
Published by GitHub account ufhouck
A local MCP server and CLI that calculates, compares and recommends AI API costs across 29 text, image, video and audio models.
Gemini Image Studio
Published by GitHub account udhaykumarbala
Local MCP server that lets an assistant generate and precisely edit images with Google Gemini, including JSON blueprint-based edits.
Video URL Analyzer
Published by GitHub account u2n4
Local MCP server that lets an assistant analyze YouTube, TikTok and Instagram videos with Google Gemini: transcripts, Q&A, frames, clips and tutorial steps.
VEO 3.1
Published by GitHub account u2n4
Local MCP server that lets an assistant generate 4K AI videos with Google VEO 3.1: text-to-video, image-to-video, frame interpolation and video extension.
NanoBanana Pro 2
Published by GitHub account u2n4
Local MCP server that lets an assistant generate and edit AI images with NanoBanana Pro 2 (Pro and Flash models) at up to 4K resolution.
MCP Schema Audit
Published by GitHub account tylerscomic-lab
Audits MCP tool definitions and marketplace descriptions, scoring each tool 0-100 and pointing to the exact lines that make models call tools wrong.
proofcut
Published by GitHub account tydude001
Local-first AI video editor that lets an assistant cut recordings by transcript, add b-roll, music and captions, render, and verify the finished file.
Mem Context
Published by GitHub account turbyho
Local MCP server that gives an assistant a temporal memory store backed by LanceDB vector search, weight-decay scoring and LLM consolidation.
Axiom — Advanced Math
Published by GitHub account tufantunc
Local MCP server that gives an assistant exact symbolic and numerical math via Giac/Xcas and math.js: compute, verify claims, and plot functions.
Hyper Mcp
Published by GitHub account tuananh
A local MCP server that loads WebAssembly plugins from OCI registries or files, giving an assistant sandboxed tools such as time, hashing, fetch, SQLite and…
Engram
Published by GitHub account tstockham96
Engram gives an AI assistant a local SQLite memory vault with semantic recall, a knowledge graph, and LLM-powered consolidation.
OpenRouter
Published by GitHub account tsilva
A local MCP server that lets an assistant call OpenRouter's 300+ AI models for chat, image generation, embeddings, and model discovery.
Xraylib Mcp Server
Published by GitHub account tschoonj
Local MCP server exposing xraylib X-ray interaction data, letting an assistant compute cross-sections, fluorescence lines, edge energies and related physics…
Trustscoreagent
Published by GitHub account trustscoreagent
Lets an assistant check, submit and browse reputation scores for AI microservices and public APIs in an open trust registry.
~alter mcp-ollama
Published by GitHub account true-alter
A local MCP server that routes bulk text and code generation to Ollama models on your own machine instead of a paid API.
OMEM
Published by GitHub account troybrandonc-bit
OMEM gives an assistant a persistent, evidence-backed memory that tracks beliefs over time, keeps contradictions, and explains why something is believed.