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

Gud Api Mcp
io.github.gudlab
AI agents create, run, and save API requests as Gud API collections in your project.

Norric
io.github.gucceed
Swedish B2B intelligence for AI agents: insolvency risk, procurement, BRF health and more.

CompactPrompt
io.github.gtkcyber
Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

SpendNod
io.github.gstack-ds
AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone.

Gsep Mcp
io.github.gsepcore
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self-evolving prompts.

pingwa
io.github.grzgrzgrz3
Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s.

Json Repair Mcp
io.github.grupoanesthy-spec
Repairs malformed JSON from LLM output, validated against a schema. Paid per call via Stripe.

Gryz
io.github.grtwo-jcansler
Cross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.

Groupdocs Viewer Mcp
io.github.groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via AI agents.

Groupdocs Total Mcp
io.github.groupdocs-total
MCP server for GroupDocs.Total — annotate, sign, convert, watermark, parse, redact documents via AI.

Groupdocs Redaction Mcp
io.github.groupdocs-redaction
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image areas via AI agents.

Groupdocs Parser Mcp
io.github.groupdocs-parser
MCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI.

Groupdocs Merger Mcp
io.github.groupdocs-merger
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI agents.

Groupdocs Markdown Mcp
io.github.groupdocs-markdown
MCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.

Groupdocs Conversion Mcp
io.github.groupdocs-conversion
MCP server for GroupDocs.Conversion — convert, inspect, and list supported formats via AI agents.

Groupdocs Comparison Mcp
io.github.groupdocs-comparison
MCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via AI agents.

Groupdocs Annotation Mcp
io.github.groupdocs-annotation
MCP server for GroupDocs.Annotation — add, list, update, remove document annotations via AI agents.

Accessibility Ai
io.github.groundlogic-ai-source
Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports.

Toolroute
io.github.grossiweb
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.

TouchDesigner Atlas
io.github.grigabyte
An atomised index of TouchDesigner plus a live bridge, exposed to AI agents over MCP.

GridProof
io.github.gridproof
Gridproof your UI — automated spacing & grid QA in the agent loop (MCP server).

FaxSeal
io.github.grichardomi
Send, receive, and verify faxes from AI assistants and agents via FaxSeal.

Roast My Design System
io.github.gregkozakiewicz
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

Planetary Agents
io.github.gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from alchm.kitchen