AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Observe Instrument Mcp
io.github.alanzha2
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
SoapBox Faith
io.github.alansafahi
Faith tools for AI agents: cited KJV Scripture, ORA Q&A, sermons, churches, prayer & giving.
Useful Utilities
io.github.aksp200
63 tools an LLM can't do alone, in focused subsets: file edits, live data, real checksums.
TypesenseKit
io.github.akshitkrnagpal
95 typed Typesense operations for AI agents through an MCP server that is read-only by default.
Healthclaw Guardrails
io.github.aks129
Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation
ZulipChat MCP Server
io.github.akougkas
ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics
DealsPing — India Deals
io.github.akhilbabumfwa-oss
Find the best deals on Amazon, Flipkart and more Indian e-commerce stores via AI.
Akeyless Agentic Runtime Authority
io.github.akeyless-community
Secretless database and cloud access via Akeyless RTA. Credentials never enter the model.
Lazareus
io.github.ajwentcrazy
S3 storage and Solana/Base/Ethereum health checks for AI agents, paid per call via x402.
Aiqaramba
io.github.ajrogier
Browser-based QA for AI-built software. Test pages with real browsers via agents.
Waqi — AI Privacy Layer
io.github.ajprolific
Redacts PII from your business tools before the AI sees them — with a provable audit log.
ARCSTREAM Agent Market
io.github.ajekalemile
Human-governed Arc agent services, live demand signals, quotes, feedback, and USDC commerce.
Agentreader Mcp
io.github.ajanani1
11 pay-per-call web tools for AI agents, auto-paid in USDC on Base via x402. No API keys.
Pixel Squads
io.github.aitor-alt
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in a live office
Onchain Safety Mcp
io.github.aitools420
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Monad, Base & BSC
BotKelp
io.github.aiscimi-code
Verified Next.js component scaffolds via remote HTTP MCP, with integrity stamps for Claude/Cursor.
Airbyte Agents
io.github.airbytehq
Let AI agents query data and act across all your business apps via MCP.
Syncpen
io.github.airbuzz
The markdown workspace your AI can read, search, and suggest edits in — every change signed.
Air Blackbox Mcp
io.github.airblackbox
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
AIRAS
io.github.airas-org
Automated AI research toolkit: hypothesis generation, experiments, and paper writing
EDGAR Answers
io.github.aion-autonomous-org
Normalized SEC EDGAR data for AI agents: XBRL financials, 10-K risk diffs, Form 4 insider trades.
Apiany Mcp
io.github.ailingqu
APIAny MCP server for model discovery, pricing, docs, and integration examples.
GitHub
io.github.aifity
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.
Prism Scanner
io.github.aidongise-cell
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.