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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Observe Instrument Mcp

io.github.alanzha2

Verified

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

SoapBox Faith

io.github.alansafahi

Verified

Faith tools for AI agents: cited KJV Scripture, ORA Q&A, sermons, churches, prayer & giving.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Useful Utilities

io.github.aksp200

Verified

63 tools an LLM can't do alone, in focused subsets: file edits, live data, real checksums.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

TypesenseKit

io.github.akshitkrnagpal

Verified

95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

Healthclaw Guardrails

io.github.aks129

Verified

Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

ZulipChat MCP Server

io.github.akougkas

Verified

ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

STDIODesktop only
AI & ML0 toolsSep 29, 2026

DealsPing — India Deals

io.github.akhilbabumfwa-oss

Verified

Find the best deals on Amazon, Flipkart and more Indian e-commerce stores via AI.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Akeyless Agentic Runtime Authority

io.github.akeyless-community

Verified

Secretless database and cloud access via Akeyless RTA. Credentials never enter the model.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

Lazareus

io.github.ajwentcrazy

Verified

S3 storage and Solana/Base/Ethereum health checks for AI agents, paid per call via x402.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Aiqaramba

io.github.ajrogier

Verified

Browser-based QA for AI-built software. Test pages with real browsers via agents.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Waqi — AI Privacy Layer

io.github.ajprolific

Verified

Redacts PII from your business tools before the AI sees them — with a provable audit log.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

ARCSTREAM Agent Market

io.github.ajekalemile

Verified

Human-governed Arc agent services, live demand signals, quotes, feedback, and USDC commerce.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Agentreader Mcp

io.github.ajanani1

Verified

11 pay-per-call web tools for AI agents, auto-paid in USDC on Base via x402. No API keys.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

Pixel Squads

io.github.aitor-alt

Verified

MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in a live office

STDIODesktop only
AI & ML0 toolsSep 29, 2026

Onchain Safety Mcp

io.github.aitools420

Verified

Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Monad, Base & BSC

STDIODesktop only
AI & ML0 toolsSep 29, 2026

BotKelp

io.github.aiscimi-code

Verified

Verified Next.js component scaffolds via remote HTTP MCP, with integrity stamps for Claude/Cursor.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Airbyte Agents

io.github.airbytehq

Verified

Let AI agents query data and act across all your business apps via MCP.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Syncpen

io.github.airbuzz

Verified

The markdown workspace your AI can read, search, and suggest edits in — every change signed.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

Air Blackbox Mcp

io.github.airblackbox

Verified

EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

AIRAS

io.github.airas-org

Verified

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

STDIODesktop only
AI & ML0 toolsSep 29, 2026

EDGAR Answers

io.github.aion-autonomous-org

Verified

Normalized SEC EDGAR data for AI agents: XBRL financials, 10-K risk diffs, Form 4 insider trades.

Streamable HTTPWeb executable
AI & ML0 toolsSep 29, 2026

Apiany Mcp

io.github.ailingqu

Verified

APIAny MCP server for model discovery, pricing, docs, and integration examples.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

GitHub

io.github.aifity

Verified

Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

STDIODesktop only
AI & ML0 toolsSep 29, 2026

Prism Scanner

io.github.aidongise-cell

Verified

Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.

STDIODesktop only
AI & ML0 toolsSep 29, 2026