Build your AI stack
Tools, MCP servers, and skills that work together — from editor to production.
AI Coding Tools
View all →ChatGPT
ChatGPT is a large language model-based chatbot developed by OpenAI, launched in November 2022. It uses the GPT-4 architecture to generate human-like text responses across conversation formats. The model supports multi-modal inputs including text, images, and voice interactions. A free tier is available with GPT-3.5, while ChatGPT Plus provides access to GPT-4 with faster response times and plugin capabilities. It serves as a versatile tool for writing, analysis, coding assistance, and creative tasks.
Gemini
Gemini is Google's family of multimodal AI models designed to compete with OpenAI's GPT series. Formerly known as Bard, it rebranded to Gemini in 2024 and directly integrates with Google services. The Ultra 1.0 model achieved state-of-the-art performance on multiple benchmarks. Gemini is available through the Google AI app, web interface, and integrates with Gmail, Docs, and other Google Workspace applications.
Claude
Claude is Anthropic's AI assistant based on the Constitutional AI and RLHF-aligned methodology. Launched in 2023, Claude emphasizes helpful, harmless, and honest interactions. It supports extremely long context windows of up to 200K tokens, making it effective for analyzing lengthy documents. Claude 3.5 Sonnet represents the mid-tier model with strong coding and reasoning capabilities. The iOS app and web interface provide easy access across devices.
DeepSeek
DeepSeek is a Chinese AI company that gained prominence in 2025 with its DeepSeek-V3 model, achieving performance comparable to leading US models at significantly lower training costs. The company released DeepSeek-R1 in January 2025, an open-source reasoning model that competes with OpenAI's o1. DeepSeek's models are available through their web interface, API, and have been integrated into various applications. Their open-source approach has democratized access to frontier-level AI capabilities.
Cursor
Cursor is an AI-first code editor built on VS Code, launched in 2023 by Anysphere. It integrates AI capabilities directly into the coding workflow with features like code completion, natural language commands, and pair programming. Cursor 0.5 introduced Agent capabilities that can autonomously modify codebases. The editor supports Python, JavaScript, TypeScript, Go, Rust, and other major languages. It offers a free tier with 1000 code completions and paid plans for extended usage.
GitHub Copilot
GitHub Copilot is Microsoft's AI coding assistant integrated directly into IDEs like VS Code, JetBrains, and Vim. Powered by OpenAI's GPT-4 and specialized code models, it provides real-time code suggestions, entire function implementations, and documentation generation. Copilot Chat enables conversational debugging and code explanation. Launched in 2021 as a technical preview, it became generally available in 2022. Business plans offer team management, policy controls, and SAML SSO integration.
Windsurf
Windsurf is an AI-powered code editor by Codeium, launched in 2024. Its signature feature is Cascade, a chat interface that maintains project context across editing sessions. Windsurf distinguishes itself with SUPERCLINE, a context engine that tracks cursor position and project state for highly relevant suggestions. The editor is built on the same foundation as Codeium's enterprise tooling, emphasizing speed and privacy. A free tier exists alongside Pro and Enterprise plans.
Midjourney
Midjourney is an independent AI image generation lab that operates primarily through a Discord bot. Launched in 2022, it produces highly artistic and stylized images from text prompts. Users interact via Discord commands, with generation happening on Midjourney's servers. Version 6 (V6) released in late 2024 offers improved coherence, text rendering in images, and photorealism capabilities. The platform has developed a distinctive aesthetic that has influenced digital art and design communities.
MCP Servers
More →Airtable MCP Server
Airtable documents an official remote MCP server at https://mcp.airtable.com/mcp (Streamable HTTP) in developer docs and the Help Center. It is available on all plans. Tools cover searching and listing authorized bases, creating tables and fields, reading and writing records and comments, building interfaces, and managing automations (`list_automations`, `get_automation`, `create_automation`, `get_create_automation_instructions`). Docs say `create_automation` saves a draft that stays off until a user turns it on in the Airtable UI. Authentication is OAuth (recommended, including Dynamic Client Registration) or a personal access token with scopes such as data.records:read/write, schema.bases:read/write, data.recordComments:read/write, and workspacesAndBases:read. Permissions mirror Airtable roles: Owners and Creators can change schema and records; Editors can change records; interface-only users see interface pages. The Help Center states MCP calls follow standard Airtable API rate limits and that creating records is limited to 10 records per request. Omitting write scopes yields read-only agent access.
Jina AI MCP Server
Jina AI documents an official remote Model Context Protocol server in the jina-ai/MCP repository at https://mcp.jina.ai/v1 using Streamable HTTP transport (MCP spec 2025-03-26). Tools expose Jina Reader, Embeddings, and Reranker APIs: primer for contextual status; read_url and parallel_read_url for URL-to-markdown extraction; capture_screenshot_url and guess_datetime_url for page screenshots and publish-date hints; search_web, search_arxiv, search_ssrn, and search_images for web and specialized search; expand_query for query rewriting; sort_by_relevance for reranking; classify_text and deduplicate_strings for embedding-powered text tasks per the README. Clients with native remote MCP support connect directly with Authorization Bearer JINA_API_KEY; others use npx mcp-remote https://mcp.jina.ai/v1. Optional URL filters include_tags/exclude_tags to trim tool lists. Pairs with the jina-ai tool entry for agent-driven reading and search workflows.
OpenSearch MCP Server
OpenSearch documents an open-source Model Context Protocol server at docs.opensearch.org/latest/ai-agent-integrations/mcp-server for AI assistants to interact with OpenSearch clusters via MCP tools instead of raw REST. The opensearch-project/opensearch-mcp-server-py package supports stdio (Claude Desktop, Cursor, Kiro) and streaming transports (SSE/Streamable HTTP) with tools for listing indexes, retrieving mappings, running search queries, checking cluster health, and counting documents per docs. Configure single-cluster mode via environment variables or multi-cluster YAML; authentication supports basic auth, IAM, header auth, and mTLS for self-managed OpenSearch, Amazon OpenSearch Service, and Serverless. OpenSearch 3.0+ also ships an experimental in-cluster MCP endpoint at `/_plugins/_ml/mcp` (Streamable HTTP) per ML Commons docs—distinct from the standalone py server for external clients.
Typesense MCP Server
The fogx/typesense-mcp project provides a community Model Context Protocol server for querying and managing Typesense search indices via stdio. Configure a TOML file with one or more `[[sources]]` blocks (id, host, api_key, collections patterns, optional readonly, port, protocol) and launch with `npx -y typesense-mcp path/to/typesense-mcp.toml` per the README. Tools include `search` for full-text, vector, or hybrid search; `lookup` for collections, schema, documents, counts, aliases, and synonyms; and `manage` for upserts, deletes, collection/synonym/alias writes when at least one source is not readonly. Collection patterns gate access; readonly sources block writes and hide `manage` when all sources are readonly. A `collection://{source}/{collection}` resource exposes field schemas. Pairs naturally with the Typesense tool entry on this site for agent-driven index exploration.
Algolia Productivity MCP Server
Algolia documents an official managed Model Context Protocol server at algolia.com/doc/guides/model-context-protocol/productivity-mcp. Connect MCP clients to the remote HTTP endpoint `https://mcp.algolia.com/mcp` with OAuth (enable under Generate AI in the Algolia dashboard; sign in when prompted so the MCP inherits your account permissions). Productivity MCP is user-scoped and read-only per docs—tools cover search (`algolia_search_list_indices`, `algolia_search_index`, `algolia_search_for_facet_values`), Recommend (`algolia_recommendations`), and analytics helpers such as top searches, no-click rates, filter usage, and user counts. Algolia docs distinguish this from Algolia Public MCP for application-scoped, curated index exposure to external agents. Supported clients include ChatGPT, Claude, Claude Code, Cursor, Gemini CLI, VS Code, and OpenAI Playground.
ClickHouse Cloud Remote MCP Server
ClickHouse documents a fully managed remote Model Context Protocol server for ClickHouse Cloud at clickhouse.com/docs/cloud/features/ai-ml/remote-mcp. Connect MCP clients to the HTTP endpoint `https://mcp.clickhouse.cloud/mcp` with OAuth 2.0 (browser sign-in with ClickHouse Cloud credentials; no separate API key required per docs). Agents can list databases and tables, inspect schemas, and run scoped read-only SELECT queries; the remote server also exposes richer ClickHouse Cloud integration such as service management, backup monitoring, ClickPipe visibility, and billing data per ClickHouse docs. Enable per service in the Cloud console (Connect → MCP). For self-hosted ClickHouse, ClickHouse maintains the separate open-source mcp-clickhouse project—distinct from this Cloud remote MCP.
Claude Code Skills
More →Anthropic draft S-1 IPO due diligence
Structures Wall Street Journal reporting on October 20, 2026 that the Journal viewed a new draft prospectus for Anthropic's planned IPO into a finance, customer-concentration, and compute-commitment checklist. The workflow separates verified facts—the draft shows rapid revenue growth with many risks and large computing costs; first-half 2026 net loss of $80.7 billion, which WSJ reporter Anissa Gardizy tied to accounting adjustments, versus a $13 billion net loss in the same period a year earlier; first-half 2026 revenue of $16.3 billion versus $1.1 billion in the first half of 2025; about 20% of revenue from two customers; Anthropic could spend $750 billion in coming years to obtain more computing capacity, including agreements still under negotiation; risks include a narrow customer base and uncertain access to needed compute—from internal vendor, treasury, and model-access decisions. Distinct from earlier confidential-filing headlines that did not include these first-half figures.
OpenAI GPT-5.6 and ChatGPT Work due diligence
Structures Yahoo Tech (Axios) reporting on July 9, 2026 that OpenAI broadly released GPT-5.6 and launched ChatGPT Work into a rollout, security, and enterprise-spend checklist. The workflow separates verified facts—OpenAI released three GPT-5.6 flavors (Sol strongest, Luna for speed, Terra balanced for everyday work); Sol includes an ultra mode that works harder and delegates to submodels; CEO Sam Altman told CNBC Sol is 54% more token efficient on agentic coding tasks; ChatGPT Work gathers context across connected apps and files to create documents, spreadsheets, and presentations and can work across web, phones, and computers, first on Mac and Windows apps for all tiers with web to follow; rollout was staggered after a U.S. government request to delay; Altman said many changes followed a collaborative back and forth and called government technical capabilities impressive; Yahoo Tech notes tester sentiment that Anthropic Fable may have greater raw intelligence while GPT-5.6 is viewed as more reliable for regular tasks—from internal model-access and spend planning. Distinct from anthropic-fable-mythos-export-ban-lifted-due-diligence tracking export-control lift.
Anthropic Fable/Mythos export ban lifted due diligence
Structures CNN reporting on June 30, 2026 that the US government lifted export controls on Anthropic's Claude Fable 5 and Mythos 5 into a policy, security, and release-governance checklist. The workflow separates verified facts—Anthropic said Commerce lifted export controls on Fable 5 and Mythos 5 and would begin restoring access; Commerce Secretary Howard Lutnick posted on X about lifting controls on Fable after two weeks working with Anthropic to analyze and approve Fable 5; Fable is Mythos with extra public guardrails; earlier export ban followed Amazon finding a jailbreak (Anthropic called jailbreaks simple and noted similar work-arounds on other public models); Anthropic implemented a new safeguard blocking reported vulnerabilities; Commerce had required suspending all foreign-national use including Anthropic employees; Mythos was later released to select government-approved entities; CNN notes experts say Mythos can exploit cyber vulnerabilities at unprecedented pace; White House also asked OpenAI to limit GPT 5.6 release to government-approved partners—from internal frontier-model access planning. Distinct from June ban-imposition reporting tracked by anthropic-mythos-export-control-due-diligence.
Samsung ChatGPT Enterprise and Codex deployment due diligence
Structures AI News reporting on June 24, 2026 about Samsung Electronics expanding employee access to ChatGPT Enterprise and Codex into a security, procurement, and workforce-governance checklist. The workflow separates verified facts—OpenAI said deployment covers all Samsung Electronics employees in Korea and all Device eXperience employees worldwide; Samsung plans use across software development, marketing, product development, manufacturing, and other functions for search, drafting, idea development, data interpretation, and code work; rollout follows 2023 restrictions after sensitive internal information was uploaded to external AI; new access uses ChatGPT Enterprise with data protection, user access, and security controls; Codex supports code write/review/debug plus internal tools, websites, prototypes, and automated workflows; OpenAI said Codex has 5M+ weekly users and Korea Codex WAU grew nearly 800% since Feb 1, 2026; Harrison Kim (OpenAI Korea GM) called it one of OpenAI's largest enterprise deployments; October 2025 Samsung memory partnership for Stargate and Samsung SDS reseller/consulting links cited—from internal rollout decisions. AI News also cites Deloitte 66% productivity gains and 53% improved insights from enterprise AI adoption surveys.
OpenAI Jalapeño inference chip due diligence
Structures Reuters-via-Yahoo Tech reporting on June 24, 2026 about OpenAI and Broadcom's Jalapeño custom inference chip into an infrastructure, finance, and procurement checklist. The workflow separates verified facts—OpenAI showed its first custom AI chip designed with Broadcom for inference; Broadcom CEO Hock Tan told Reuters the chip is as good as Nvidia Blackwell or Google TPUs; hardware chief Richard Ho said Jalapeño is designed for LLM inference and future LLM iterations; deployment planned by end of 2026 as first step in multi-generation plan; Celestica builds server systems for OpenAI-only use; lab samples run at target power/performance with GPT-5.3-Codex-Spark; ~nine-month design cycle to TSMC manufacturing with AI assisting design; Tan noted custom AI chip margins pressured by HBM demand with SK Hynix and Samsung supplying memory—from internal capacity planning. Reuters notes OpenAI exploring chips since 2023 and Anthropic weighing its own chip per April reporting.
Anthropic–Alibaba distillation attack due diligence
Turns CNBC reporting on June 24, 2026 about Anthropic's Senate Banking Committee letter into a security, legal, and policy checklist. The workflow separates verified facts—Anthropic accused Alibaba of brazenly and illicitly attempting to extract AI capabilities; the June 10 letter to Sens. Tim Scott and Elizabeth Warren called it the largest known distillation attack on Anthropic to date; operators affiliated with Alibaba and its AI lab carried out 28.8 million exchanges using roughly 25,000 fraudulent accounts between April 22 and June 5; distillation trains a smaller model on outputs of a stronger one; Anthropic wrote Alibaba ignored Trump Administration warnings after a White House OSTP memorandum on industrial-scale distillation; February blog cited DeepSeek, Moonshot, and MiniMax campaigns; recent weeks complicated by export-control directive on Fable 5 and Mythos 5—from internal response decisions. CNBC notes Alibaba did not immediately respond and Bloomberg was first to report the letter.