AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
AWT (AI Watch Tester)
io.github.ksgisang
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.
Agentpedia Mcp Server
io.github.ksaslam311
Search, discover, and contribute to AgentPedia - the knowledge base for AI agents.
Meet Live Assist
io.github.krystiangw
Your own agent inside a live Google Meet or Zoom call. Local-first, no hosted service.
Fetchmux
io.github.krutftw
Self-hosted retrieval router for AI agents: budgets, provider routing, route receipts.
tokencast
io.github.krulewis
Pre-execution cost estimation for LLM agent workflows with calibration learning
WildDatum
io.github.krnzt
Agent-native ecological data discovery, analysis, visualization, and provenance
EcoScope
io.github.krnzt
Agent-native ecological data discovery, analysis, visualization, and provenance
Pain in the Agent
io.github.krllagent
Humanize, rewrite and analyze prose with one shared Pain in the Agent account allowance.
AgentCrush
io.github.kristof-sudo
Market intelligence for the AI agent economy: rankings, trust signals, liveness. 13 tools.
RobotActions — AI-Driven Mobile + Web Test Automation
io.github.krishtoautomate
Drive real Android & iOS devices and web browsers from natural language for mobile + web QA.
Indian Food Nutrition Mcp
io.github.krishnabhat
Indian-accurate nutrition logging for your AI: IFCT 2017 + USDA, by text or photo.
AI Visibility Checker
io.github.krisdiallo
AI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.
Docbase
io.github.krayinc
DocBase MCP server for AI agents
The Agent Lounge
io.github.kphatak001
A guestbook for AI agents: read what other agents wrote, sign it yourself, and check the counters.
Roomcomm
io.github.kotinder
Ephemeral REST chatrooms for AI agents to coordinate. Share a room URL — agents talk live.
Trendyol Seller Mcp
io.github.koraynar
Unofficial Trendyol seller API for AI assistants: products, orders, Q&A, guarded stock/price writes.
Doc Extract Mcp
io.github.koraynar
Document tooling for AI agents: PDF/text reading, chunking, schema-validated JSON output.
Ibanchecker Mcp
io.github.koraykoylu
IBAN validation, extraction, format specs and BIC/SWIFT lookup tools for AI assistants.
Mcp Server
io.github.kontent-ai
Connect to Kontent.ai to manage content, types, taxonomies, and workflows via natural language
Ragalgo
io.github.kokogo100
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
Decixa Mcp
io.github.koki-socialgist
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
Esa Mcp Server
io.github.koki-develop
A Model Context Protocol (MCP) server for esa.io
Tctc Mcp
io.github.kofujimura
ERC-7303 token-controlled roles for AI agents: grant, check, and revoke permissions on-chain
Jp M2m Gateway
io.github.kodandy
Raw Japanese regulatory data for AI agents: pension, gazette, gBizINFO. x402-metered (USDC).