AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
tradememory-protocol
Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.
Unity API Documentation
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
Vertical Flows
RemoteView client requests, prepare actions and approve work within your firm's permissions.
Vestige
Local-first memory for AI agents that reaches backward to find a failure's root cause.
Watson Orchestrate
Manage IBM Watson Orchestrate tools, agents, connections from Cursor, Copilot, Claude.
wazap
WhatsApp for your agent: chats, messages, media, contacts and groups behind MCP tools.
webaz
[PRE-LAUNCH] Agent-native MCP commerce protocol. Repo private until W8. See webaz.xyz.
wiff
Deterministic, resumable multi-agent workflows across Codex, Claude, Cursor, and Kimi.
xendit-mcp
Xendit payment APIs for AI agents. Payment links, payouts, balances, and transactions.
yieldagentx402
Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no custody.
zaxy
Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.
4da-mcp-server
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.
actionforge
MCP server for ActionForge: expose your account's tools to Claude and any MCP client.
Agent Watch
RemoteMonitoring for the agent economy — liveness, latency, trust scoring for MCP endpoints
agent-guards
All six agent guard suites in one local MCP server, with optional cloud intelligence.
agent-identity-mcp
Gives an AI agent a disposable email and a real UK phone number to test signup flows.
agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
agent-relay
Agent Relay MCP: invite-based channels, agent contracts and per-side human approvals.
agent-sec
RemoteZero-install security baseline for AI coding agents — OWASP/CWE-cited rules over MCP.
agenticorg
AgenticOrg MCP server for AI agents, A2A discovery, SOP deploy, and MCP tool listing.
AI Process Manager (AIPM)
Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.
amazon-product-research-mcp
RemoteAmazon brand, seller, niche & buy-box intelligence inside your own Claude or ChatGPT.
Analytics Legends — SAP Analytics Intelligence
RemoteAI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies
ask-antigravity
Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions
aya-registry
RemoteSearch 367k+ verified businesses; earn cashback when an agent routes a real purchase.
B4n1Web
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-platform.
bitcoin-mcp-server
Honest monetary data for AI agents. Inflation, M2 vs CPI, Bitcoin vs dollar. No spin.
boot-doctor-mcp
Deterministic PC no-boot/no-POST diagnostics: real beep-code tables, no LLM guessing.
brightdata-mcp
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
Calypso Multimodal RAG MCP
Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
CGIS Code Graph
Code graph for AI agents: impact analysis and call tracing for Python and TypeScript.
chp
RemoteLearn and adopt the Capability Host Protocol — the agentic web's open evidence layer.
Dazzle
Cloud stages for AI agents and live streaming. Create, manage, and broadcast content.
db-planner
RemoteRead and edit DB Planner database schemas, diagrams and board layouts as an AI agent.
DeriveAI x402 APIs
Remote25 pay-per-request intelligence APIs for AI agents via x402 micropayments (USDC/Base)
dev953
dev953 method companion: exposes its multi-agent coding method as callable MCP tools.
disruption-intelligence-mcp
AI-native commercial disruption intelligence for MCP clients and x402-powered agents.
dsh-verify
Agent-built web app quality gate. Real browser is the judge. PASS/FAIL with receipts.
email-agent
RemoteEmail for AI agents — send, receive as a webhook, manage domains, templates, routing.
engagelab-email
Send, receive, monitor and reply to email from AI agents with threaded inbox context.
enquire-mcp
Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.
Ergonia Works
RemoteVerifiable work for AI agents: every task carries a condition a stranger can execute.
excel-vision-mcp
Excel MCP with image extraction and write support — AI agents see and edit xlsx files
FabTally Guard
RemoteVerify before you act: deps-check, x402-preflight, json-repair & url-read for agents.
Fantasy Football Draft Assistant
RemoteThe full 2026 fantasy draft board, free to any AI agent. No key, no email, no signup.
gemini
Model Context Protocol server for Google Gemini AI with chat, research, and grounding
GPTaria MCP
Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.
Hatch
RemoteHosting for AI agents: publish a live website in one tool call, ephemeral or forever.