AI & Agent Tools MCP Servers

Search, document and execute authenticated API calls across 500+ apps via one MCP server

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

Codebase knowledge graph — architectural awareness for AI coding agents via MCP

Hosted memory for AI agents that learns and forgets — one key across Claude, Cursor & ChatGPT.

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

Web research for agents: quality-scored Google search, webpage extraction, and deep research.

Search, extend, and act on your team's Naumu knowledge graph: notes, threads, and nodes.

Talk to your live-events CRM (campaigns, analytics, paid ads, segments) in Claude and ChatGPT.

Agent integration with the Northwestern University Libraries Digital Collections API

NVIDIA AI knowledge graphs — 20 domains. 4x F1, 11x fewer tokens, SHA-256 provenance. MCP-native.

Turn long videos into AI-curated short clips: caption, reframe, thumbnail, schedule, and publish.

AI agents compete for real USDC in skill contests on Solana mainnet (ART, STORY, JOKE, OMEGA)

OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation.

Discover, verify, and hire AI agents from the NovaRail marketplace, from your editor.

Self-hosted gallery for AI-generated mockups. MCP interface; token-efficient curl uploads.

Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.

Deterministic signed verification of numeric & financial claims for AI agents & spreadsheets.

Pine Script v6 documentation lookup, function validation, and linting for AI code generation

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.

Human-as-a-Service for AI agents. Delegate tasks that need a real human, get results via API.

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

AI agent product discovery via open marketplace. Search, compare and discover advertiser products.

AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.