"Understanding Inference Models" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Open AI models through one OpenAI-compatible API: chat, live model list, prices and cost estimates.
Coding agents in multi-service codebases routinely rebuild existing helpers, trust stale type definitions, and modify API contracts without knowing who consumes them. Carrick solves this by indexing your entire TypeScript ecosystem across service and repository boundaries. By integrating deeply with the TypeScript compiler, Carrick traces every route, type, and cross-service call while recording function behaviour so agents search by intent rather than name. Delivered via MCP for AI agents and LSP for IDEs, Carrick ensures models see existing endpoints and utilities before generating new code. The scanner is source-available and runs from your CLI or CI pipeline.
It connects with Smart Data models database with more than 1000 open licensed data models and helps you to create applications and systems interoperable with existing standards or real applications
Guardian agent for AI coding: four frontier models review risky diffs and commits before they ship.
mumo is a remote MCP server for multi-model deliberation. Your agent sends a question to models from different labs — Claude, GPT, Gemini, Grok, DeepSeek, Kimi, and more — and gets back their full responses plus typed cross-model reactions. The participating models react to each other directly and explain, in their own words, what they agree with, challenge, or want to explore further. Agents can run a deliberation with `create_deliberation`, wait for results with `wait_for_round`, and steer follow-up rounds with `append_round` using structured signals like KEEP, EXPLORE, CHALLENGE, CORE, and SHIFT. Built for architecture, plan/spec review, strategy, and pre-launch pressure tests. Free tier available. API key required.
Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.
A structured financial modeling layer for AI agents. Build, version, and audit financial models without drift, then export to Excel, from Claude or any MCP client. Learn more: https://layerz.cc/for-agents
Latest versions, LTS windows, and EOL dates for 300+ products. Fresh ground truth for stale models.
WebsitePublisher.ai turns your AI into your app developer. ChatGPT, Claude, Gemini, Cursor, Windsurf, Copilot, Mistral or Grok understand what you want — WebsitePublisher gives them the power to actually build, publish and host it. It's the AI website maker and website builder that delivers the whole app, not just a static site: pages, forms, payments, an installable PWA that works offline and syncs — all in one product, no code, no WordPress, no hosting setup, right from your phone. Every app is unique because it comes from your conversation, not a template. Includes a visual editor for hands-on changes, 114 plug-and-play integrations, dynamic data models, and enterprise-grade security with AES-256-GCM encrypted credentials.
Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs.
Check npm dependencies for outdated majors, and see which dev tools AI models pick.
Find open models and get download links with the SHA-256 each file must have.
Read-only catalogue search: JVM tooling, ML models, compliance APIs, siSwati LLM, Veridix markets.
Convert JSON samples into TypeScript interfaces and Zod schemas, with inference caveats.
Repository knowledge graph MCP server for codebase understanding and debugging.
Which open models fit your GPU or Mac, measured. Model momentum, GPU rental prices, weekly pick.
Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.
AI-callable calculators and engineering models with real formulas. No hallucinated math.
New MCP servers on GitHub: discovery index. $0.01/query. Register in-session — free testnet funds.
A live, curated feed of new AI agent capabilities across MCP, SDKs, models, and APIs.
