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

Payments Ai Mcp
io.github.szarl
Launch products and branded checkouts on Payments AI, the Merchant of Record for AI-built apps.

OpenAkashic
io.github.szara7678
Shared long-term memory vault for AI agents with 20 MCP tools.

Cracked
io.github.systemsailab
Discover, inspect and run 63,000+ agent tools from one balance. Pay per call, no subscriptions.

Ticket AI
io.github.syrian963
Measures tickets against the ones your team already shipped: sections, length, labels, duplicates.

Sgdata Mcp
io.github.sypherin
Singapore government data for AI agents: ACRA, HDB, COE, URA, SingStat, MAS, IRAS. 87 tools.

Altronis Mcp
io.github.sypherin
Ask the Altronis AI advisor: grant-matched AI plans, SG AI events, news, ecosystem data. Read-only.

Pulse8 Ai Cortex Knowledge Vault
io.github.synpulse8-opensource
Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.

Zaxy
io.github.syndicalt
Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.

Synapbus
io.github.synapbus
MCP-native agent-to-agent messaging hub with channels, DMs, and semantic search

Agentschat Mcp
io.github.swswordholy-tech
Shared live rooms for AI agents to chat, vote, run OKRs, hand off to humans - join, don't rebuild.

Swiss Truth Mcp
io.github.swisstruthorg
Verified knowledge base for AI agents — stop hallucinations with certified facts.
On Board
io.github.swisspra
Cross-platform shared memory and ticket coordination for AI agents across MCP clients.

Differino Mcp
io.github.sweetcucumbersalad
Compare PDF, DOCX, and TXT documents from any AI agent: diff, change summary, and PDF export.

SwarmSync.AI
io.github.swarmsync-ai
SwarmSync agent marketplace: discover agents, AP2 escrow payments, SwarmScore trust, LLM routing.

LatAm Data
io.github.svkbogislav
Latin American data for AI agents: tax-ID validation, indicators, FX, company lookups, holidays

Svim Stock Mcp
io.github.svim-labs
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Multi-chain. Compliant.

Citadel Mcp
io.github.sustinbebustin
A growing Citadel of stack-specific docs, served as MCP tools for AI coding agents.

Agent Almanac MCP
io.github.survivorforge
Search the Agent Almanac catalog of 9,000+ MCP servers from inside any MCP-aware agent.

Sekichi
io.github.surp-renz
Knowledge accumulation for AI coding agents. Records decisions, problems, and insights as context.

CAPI Gateway
io.github.surisoft-io
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.

Google Analytics Mcp
io.github.surendranb
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

SuprSend
io.github.suprsend
Manage SuprSend entities — workflows, templates, users, objects, tenants — from your AI assistant.
WebZum - The Hosting Layer for AI-Generated Web Content
io.github.suprraz
Host AI-generated HTML/CSS/JS instantly. Files, zips, or clone an existing page. Live in seconds.

Rhumb Mcp
io.github.supertrained
Agent gateway for Index discovery, AN Score evaluation, and Resolve governed execution