ComputeFirst
Free deterministic tools for math, data transforms, dates, text, statistics, finance, and units.
MCP server · by 321zz321
About
ComputeFirst is an MCP server published by 321zz321. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-16 and have recorded no change since. As of our marketplace pass on 2026-10-21.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http computefirst https://computefirst.net/mcp[mcp_servers.computefirst]
url = "https://computefirst.net/mcp"{
"mcpServers": {
"computefirst": {
"url": "https://computefirst.net/mcp"
}
}
}Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.0.0 | Forks (GitHub): 0 Stars (GitHub): 0 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
- Became a product we track
- Official MCP Registry: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.
-
Hacé Cuentas — Free Calculators
Free calculators as MCP tools: finance, taxes, health, units, dates. Search, fetch & compute.
-
calculator com.mcpcalc/calculator
Calculators accessible via MCP with real-time collaborative sessions and shareable URLs.
-
polymath-megablaster-mcp io.github.headlessherm-creator/polymath-megablaster-mcp
Local deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.
-
precisioncalc-mcp io.github.inity13/precisioncalc-mcp
High-precision finance & business calculations for AI agents — exact decimals, never floats.
-
calculators com.logiccommons/calculators
Find and run trustworthy calculators with clear methods, provenance, and sources.
-
Connect your chat repl to wolfram alpha computational intelligence.
-
Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.
-
metamodel io.github.joegra2003/metamodel
AI-callable calculators and engineering models with real formulas. No hallucinated math.
-
Math.js MCP — wraps the mathjs.org API (free, no auth)
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Effort estimation for AI coding agents. PERT three-point estimation with METR reliability thresholds, modifier stacks (spec clarity, warm context, agent fit), and wave planning…
-
End-to-end data analysis workflow plugin for Claude Code. Covers the full pipeline from EDA to model training - EDA, preprocessing, statistical analysis, feature engineering, and…
-
Financial analysis skills powered by Daloopa's institutional-grade data
-
A causal inference plugin for AI agents. Describe a problem in plain language and it helps you choose a method, check assumptions, write the analysis in R or Python, and…
-
Stop wasting tokens on things free APIs can answer instantly. A cross-platform MCP server that turns public APIs into clean, agent-ready tools.
Has a listing on Claude Code: claude-plugins-official (5)
-
Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…
-
Two skills for hard mathematics problems, each ending in a self-contained proof.md: /math-proof:solo has the session work the problem itself in stages with a notes file…
-
Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
-
Analyze business data and build custom Pigment models, metrics, and boards through natural language.
-
MCP server for terminal commands, file operations, and process management
Has a listing on Claude: knowledge-work-plugins (5)
-
Financial analysis skills powered by Daloopa's institutional-grade data
-
Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
-
MCP server for terminal commands, file operations, and process management
-
Carta Cap Table plugin — skills and hooks for querying cap tables, grants, SAFEs, 409A valuations, waterfall scenarios, and more
-
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
Answer product and business questions with data
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Public equity investing workflows for listed-company research, earnings analysis, valuation, model updates, long/short pitches, catalysts, thesis tracking, ETF/index and…
Has a listing on Community GitHub marketplaces (5)
-
Stateful SageMath MCP server with 40 tools and a sandboxed Sage session per client.
-
Institutional-grade corporate finance toolkit — 227 WASM-backed compute tools, 21 CFA-aligned skills, 57 slash commands, 9 specialist research agents. 100% offline…
-
3 finance skills: financial analysis with ratio analysis, DCF valuation, budgeting, and forecasting
-
Executable business calculators & models — each ships a stdlib script: Unit Economics (LTV/CAC), SaaS Metrics (NRR/quick ratio), Runway (default alive/dead), Pricing, ROI/NPV…
-
3 finance skills: financial analyst (ratio analysis, DCF valuation, budgeting, forecasting), SaaS metrics coach (ARR, MRR, churn, CAC, LTV, NRR, Quick Ratio, projections), and…
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.
-
Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.
-
See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
Has a listing on Cursor: cursor/plugins (5)
Has a listing on Docker MCP Catalog (5)
-
Connect your chat repl to wolfram alpha computational intelligence.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
Real-time web search, reasoning, and research through Perplexity's API
-
Sequential Thinking (Reference)
Dynamic and reflective problem-solving through thought sequences.
Has a listing on Official MCP Registry (5)
-
500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.
-
Hacé Cuentas — Free Calculators
Free calculators as MCP tools: finance, taxes, health, units, dates. Search, fetch & compute.
-
calculator com.mcpcalc/calculator
Calculators accessible via MCP with real-time collaborative sessions and shareable URLs.
-
polymath-megablaster-mcp io.github.headlessherm-creator/polymath-megablaster-mcp
Local deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.
-
precisioncalc-mcp io.github.inity13/precisioncalc-mcp
High-precision finance & business calculations for AI agents — exact decimals, never floats.
Has a listing on npm registry (MCP servers) (5)
-
dealflowpro io.github.jbechtel-97/dealflowpro
Multifamily real estate deal analysis — cap rate, DSCR, IRR, DFP Score, max offer price
-
Extract dates and timestamps from logs, data files and code, with their format and position.
-
fred-mcp-server io.github.stefanoamorelli/fred-mcp-server
Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series
-
garminmcp io.github.davidmosiah/garminmcp
Privacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & recovery agents.
-
Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.