# Tools

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Resources for ML / AI or Data engineering or Customer support or HR: 370 items.

> - ML / AI: Model training, evaluation and LLM application development.
> - Data engineering: Data pipelines, warehouse modeling, ETL and data quality.
> - Customer support: Tickets, customer questions, knowledge-base upkeep and service quality.
> - HR: Screening, interviews, onboarding, training and employee relations.

- [GTM Agents: Renewal Orchestration](https://hebbmind.com/ru/plugin/renewal-orchestration.md): [Plugin] Renewal management plugin for customer success and account managers: segment-based renewal forecasts with upside and downside scenarios, save plays and escalation paths for at-risk accounts, and post-renewal retrospectives. Prompt-based; you supply contract values, usage and other data.
- [GTM Agents: Voice of Customer](https://hebbmind.com/ru/plugin/voice-of-customer.md): [Plugin] Voice of customer plugin: organizes tickets, interviews, surveys and community feedback into one taxonomy, estimates revenue and churn impact by theme, produces insight briefs for leadership or product, and tracks feedback loops and advocacy programs. No code; supply your own feedback data.
- [FinLab AI](https://hebbmind.com/ru/skill/finlab-ai.md): [Skill] Official FinLab quant skill: lets agents use FinLab data (mainly Taiwan stocks, plus US, Japan, Korea and Hong Kong) to write stock-picking strategies, run backtests and analyze factors. Needs a FinLab account (free tier has a daily data cap), Python 3.10+ and uv. Not investment advice.
- [Job Post Writer](https://hebbmind.com/ru/skill/job-post-writer.md): [Skill] Helps small businesses write job posts: interviews you on the real day-to-day, trims requirements to 4-6 true must-haves, states honest selling points, pushes for a posted salary range and outputs job board and social versions. Looks up local pay transparency rules online.
- [Cowork Hiring Screener](https://hebbmind.com/ru/skill/cowork-hiring-screener.md): [Skill] Give it a folder of resumes (PDF, Word or text) and a job description: it scores each against the requirements citing resume text as evidence, then gives a tiered shortlist, advance or decline email drafts and interview questions. Never sends; ignores protected traits. For Claude Cowork and Code.
- [OneWave AI Claude Skills](https://hebbmind.com/ru/skill/onewave-ai-claude-skills.md): [Skill] 200+ single-file skills, mostly for sales, marketing, consulting and operations: deal strategy, forecasts, outreach emails, proposals and SOWs, contract review, resume screening, expense checks and RFP responses, plus personal finance and job search. Contract and tax output needs expert review.
- [ComfyUI MCP Server](https://hebbmind.com/ru/mcp/comfyui-mcp-server.md): [MCP] Lets agents run local ComfyUI workflows to generate images, audio and video, regenerate from earlier results with new parameters, check the queue and switch models. Install and start ComfyUI, then clone this repo and run the server with Python (port 9000 by default).
- [Employee Handbook Builder](https://hebbmind.com/ru/skill/employee-handbook-builder.md): [Skill] Drafts an employee handbook for small firms without dedicated HR: interviews the owner on actual practice, then writes plain-language attendance, leave, pay, conduct and anti-harassment policies, flagging clauses to check against local law. Based on US state rules; needs employment lawyer review.
- [Hiring Scorecard Generator](https://hebbmind.com/ru/skill/hiring-scorecard.md): [Skill] Generates a structured interview scorecard for a role and level: weighted criteria, behavioral questions grouped by competency, independent interviewer score sheets, red and green flags, reference check questions and a debrief process, as one Markdown file ready for the panel.
- [Databricks Agent Skills](https://hebbmind.com/ru/plugin/databricks-agent-skills.md): [Plugin] Official Databricks plugin with skills for the CLI and auth, Genie data queries, Apps, Lakebase, Lakeflow jobs and pipelines, Model Serving and DABs deployment, plus hooks for prompt routing, session context and auth failure hints. Needs a Databricks account.
- [Databricks Agent Skills](https://hebbmind.com/ru/skill/databricks-agent-skills.md): [Skill] Official Databricks skills guiding agents to build Lakeflow pipelines and jobs, Apps, Lakebase, Vector Search, Model Serving and AI/BI dashboards on the lakehouse. Needs the Databricks CLI.
- [mcp-email-server](https://hebbmind.com/ru/mcp/mcp-email-server.md): [MCP] Lets agents read, search, organize and send email over IMAP/SMTP with any provider that supports them, across multiple accounts, with a local web UI for setup. Needs your email password or app password.
- [Employer Brand](https://hebbmind.com/ru/skill/employer-brand.md): [Skill] Helps HR and founders write employer brand content: careers page copy, company values docs, day-in-the-life posts, team stories and engineering blogs, backing every claim with a concrete policy or real story instead of fluff. Part of startup-founder-skills; no account needed.
- [Interview Kit](https://hebbmind.com/ru/skill/interview-kit.md): [Skill] Helps hiring managers design structured interviews for a role and level: 4-6 competencies, rounds, a question bank with follow-ups and answer criteria, 1-4 scorecards, a take-home task, debriefs and bias safeguards. Prompt-only; startup-focused, pairs with the startup-context skill.
- [Job Description (Startup Founder Skills)](https://hebbmind.com/ru/skill/job-description.md): [Skill] Helps hiring managers write or rewrite job descriptions: first clarify what problem the role solves, then follow a fixed structure, cut buzzwords, inflated requirements and gendered wording, and prompt for a salary range. Startup-focused; best with company info from the startup-context skill.
- [Startup Founder Skills](https://hebbmind.com/ru/skill/startup-founder-skills.md): [Skill] 50 skills for founders covering fundraising (pitch materials, investor research, data rooms), sales outreach, PRDs, hiring (JDs, interview questions) and legal docs (privacy policy, terms of service, contract review). Set up startup-context once; have a lawyer check legal output.
- [Sourcing Outreach](https://hebbmind.com/ru/skill/sourcing-outreach.md): [Skill] Helps HR and founders write outreach to passive candidates: LinkedIn messages, cold emails and referral requests, drafting a first message and 2-3 follow-ups around personalization, relevance and a call to action. Drafts only, never sends; startup-focused.
- [Apache Doris MCP Server](https://hebbmind.com/ru/mcp/doris-mcp-server.md): [MCP] Apache Doris's official MCP: gives agents read-only access to explore table metadata, run and explain SQL, diagnose slow queries, and check cluster status, load jobs and data governance info. Needs Python 3.12+ and Doris 2.0 or later.
- [QuantConnect Lean CLI](https://hebbmind.com/ru/cli/lean-cli.md): [CLI] QuantConnect's official CLI drives the open-source LEAN engine locally or in the cloud to download data, backtest and optimize quant strategies and deploy them live. Requires a paid-tier QuantConnect organization; strategies in Python or C#; local runs need Docker. Get expert review.
- [Comfy MCP](https://hebbmind.com/ru/mcp/comfy-mcp.md): [MCP] ComfyUI's official MCP: lets agents drive local ComfyUI image and video workflows, list installed nodes, models and templates, submit jobs and fetch results, and start or stop ComfyUI. Needs a machine that can run ComfyUI (usually a GPU) and comfy-cli; partner models consume Comfy credits.
- [Hugging Face MCP Server](https://hebbmind.com/ru/mcp/hf-mcp-server.md): [MCP] Hugging Face's official MCP server: lets agents search models, datasets and Spaces on the Hub and call thousands of Gradio AI apps directly. Hosted remotely; sign in with your Hugging Face account or authorize with a token.
- [ServiceNow MCP Server](https://hebbmind.com/ru/mcp/servicenow-mcp.md): [MCP] Lets agents create, update and resolve incidents in ServiceNow, manage the service catalog, change requests and knowledge articles, and load only the tools each role needs. Needs a ServiceNow account and Python 3.11+ (from source); community-maintained, last updated Oct 2025.
- [Alibaba Cloud Skills](https://hebbmind.com/ru/skill/alibabacloud-aiops-skills.md): [Skill] Alibaba Cloud's official agent skills: ECS diagnosis and DR, RDS/PolarDB database checks, PAI training and EAS deployment, ACK clusters, RAM permissions, OSS and network troubleshooting, and Model Studio. Needs an AccessKey or aliyun CLI credentials.
- [Firecrawl Plugin for Claude Code](https://hebbmind.com/ru/plugin/firecrawl-claude-plugin.md): [Plugin] Firecrawl's official plugin: brings the Firecrawl CLI in as skills so Claude Code can search the web, scrape pages to Markdown, map site links or crawl whole sites. Install firecrawl-cli and set an API key first; self-hosting supported.
- [MinerU Open MCP](https://hebbmind.com/ru/mcp/opendatalab-mcp.md): [MCP] MinerU's official MCP: parses PDF, Word, PowerPoint and images into Markdown via the mineru.net cloud API, keeping tables and formulas. The keyless Flash mode works out of the box; add a token for higher quotas and more formats.
- [Opik MCP Server](https://hebbmind.com/ru/mcp/opik-mcp.md): [MCP] Comet's official Opik MCP: query traces and spans of LLM apps in chat, log scores and comments, and manage datasets, experiments and prompt versions. Works with Opik Cloud (API key or browser sign-in) and self-hosted open-source Opik.
- [MongoDB](https://hebbmind.com/ru/plugin/mongodb.md): [Plugin] MongoDB's official plugin: runs the MongoDB MCP locally via npx and adds skills for query generation, index tuning, schema design, and full-text and vector search. Connects to self-hosted or Atlas databases with a connection string.
- [MongoDB Agent Skills](https://hebbmind.com/ru/skill/mongodb-agent-skills.md): [Skill] MongoDB's official skill library covering document model design, driver connection setup, query optimization, natural-language query generation, Atlas full-text and vector search, and stream processing. Works alongside the MongoDB MCP Server.
- [HeyGen CLI](https://hebbmind.com/ru/cli/heygen-cli.md): [CLI] HeyGen's official CLI, built for agents like Claude Code and Codex: generate avatar presenter videos from a prompt or template, translate and dub videos, and synthesize speech, with JSON output. Good for batch training and product videos. Needs a HeyGen API key (usage-billed) or a Pro/Max plan.
- [Salesforce MCP Server](https://hebbmind.com/ru/mcp/mcp-server-salesforce.md): [MCP] Community-run local Salesforce MCP: query, summarize and update accounts, opportunities and cases in plain language and search across objects; admins can also create custom objects and fields and edit Apex. Needs Salesforce login and security token (or a Connected App) and Node.js 22+.
- [GEMBA](https://hebbmind.com/ru/cli/gemba.md): [CLI] Microsoft Translator's translation quality tool: GPT scores each sentence using MQM error categories or a direct score; --list_mqm_errors shows error types and severity. Needs line-aligned source and target files, Python and an OpenAI or Azure OpenAI key (paid); a translator should still review.
- [Spark CLI Skills](https://hebbmind.com/ru/skill/spark-cli-skills.md): [Skill] Official Spark mail skills: agents read mail, calendar, contacts and teams, with flows for morning briefs, inbox zero, meeting prep, follow-ups and weekly reports. Needs Spark desktop on macOS or Windows with the CLI enabled; set read-only, organize or send access per account.
- [FHIR MCP Server](https://hebbmind.com/ru/mcp/fhir-mcp-server.md): [MCP] Connects any FHIR-compliant EHR server (e.g. the Epic sandbox or HAPI) to agents to search, read, create and update patient clinical data in plain language, with SMART on FHIR auth. By WSO2. Needs a FHIR server URL, access token and uv; clinicians must review results.
- [Salesforce Hosted MCP Servers](https://hebbmind.com/ru/mcp/mcp-hosted.md): [MCP] Salesforce's official hosted MCP servers: after an admin enables them in Setup with an OAuth external client app, agents can query and update CRM records and run Flows under the user's permissions. Needs Enterprise Edition or higher, or a free Developer Edition org. Repo holds docs and Q&A.
- [Zendesk MCP Server](https://hebbmind.com/ru/mcp/zendesk-mcp-server.md): [MCP] Lets agents view, create and update Zendesk tickets and comments, read Help Center articles as a knowledge base, and use built-in prompts for ticket analysis and reply drafting. Each support rep signs in with OAuth after an admin registers an OAuth client. Install from source.
- [Twilio MCP](https://hebbmind.com/ru/mcp/twilio-labs-mcp.md): [MCP] From Twilio Labs: exposes Twilio's public APIs (SMS, voice, phone numbers, Serverless and more) as MCP tools generated from its OpenAPI specs, with filtering by service or tag. Needs a Twilio API key; marked as a proof of concept.
- [MLflow Skills](https://hebbmind.com/ru/plugin/mlflow-skills.md): [Plugin] MLflow's official skills plugin: lets coding agents add MLflow Tracing to LLM apps, analyze failed traces, build evaluation datasets and scorers, and query token and latency metrics, closing the instrument, evaluate, iterate loop. Needs MLflow 3.8+.
- [Discourse MCP](https://hebbmind.com/ru/mcp/discourse-mcp.md): [MCP] Discourse's official MCP: lets agents search and read forum topics and posts and view categories and users. Read-only by default and no account needed for public forums; posting and replying require a site API key and the --allow_writes flag. Needs Node.js 24+.
- [Zendesk CLI (ZCLI)](https://hebbmind.com/ru/cli/zcli.md): [CLI] Zendesk's official CLI: preview, import and publish Help Center themes locally, and create, package and deploy Zendesk apps such as ticket sidebar apps. Needs a Zendesk account, Node.js 20.17+ and yarn, some HTML/CSS for themes; run zcli login first.
- [Freshdesk MCP Server](https://hebbmind.com/ru/mcp/freshdesk-mcp.md): [MCP] Lets agents create, search, update and reply to Freshdesk tickets, add internal notes, and look up contacts, companies and agents, so support teams can process and summarize tickets in bulk. Needs a Freshdesk API key and account domain; runs locally with uvx.
- [Pinecone Plugin for Claude Code](https://hebbmind.com/ru/plugin/pinecone-claude-code-plugin.md): [Plugin] Pinecone's official plugin: bundles the Pinecone MCP server and /pinecone skill commands to create vector indexes, upsert data, search in plain language, or build a document Q&A assistant with citations from Claude Code. Needs a Pinecone API key (free sign-up); Assistant features also need uv.
- [OpenAgreements](https://hebbmind.com/ru/mcp/open-agreements.md): [MCP] Drafts US-law contracts: the agent gathers terms for standard templates (NDA, SAFE, offer letter, cloud services agreement) and outputs a DOCX to review in Word, plus guides and checklists citing source law. Use the hosted URL, or run locally for sensitive matters. Drafts only; a lawyer must review.
- [Alibaba Cloud DataWorks MCP Server](https://hebbmind.com/ru/mcp/alibabacloud-dataworks-mcp-server.md): [MCP] Alibaba Cloud's official MCP server: through the DataWorks Open API, agents manage data development nodes and workflows, operate scheduled instances, query Data Map metadata and lineage, and configure data quality rules. Needs an Alibaba Cloud AccessKey.
- [Help Scout MCP Server](https://hebbmind.com/ru/mcp/help-scout-mcp-server.md): [MCP] Lets agents search Help Scout conversations, see a customer's or organization's full history and pull reports like CSAT; add a Docs API key to search the knowledge base. Write actions (draft replies, internal notes, tags) are off by default. Needs App ID and Secret from a Help Scout private app.
- [Supabase Agent Plugin](https://hebbmind.com/ru/plugin/supabase-plugin.md): [Plugin] Supabase's official plugin: Supabase and Postgres best-practice skills plus the Supabase remote MCP to manage projects, run SQL, design schemas and RLS policies, and handle auth and storage. Needs a Supabase account.
- [Snowflake Cortex Code](https://hebbmind.com/ru/plugin/cortex-code.md): [Plugin] Snowflake's official plugin: detects Snowflake-related requests and hands them to the Cortex Code CLI, whose 55+ built-in skills handle SQL, dynamic tables, data governance and more. Needs the cortex CLI installed and a Snowflake connection configured.
- [Genesys Cloud MCP Server](https://hebbmind.com/ru/mcp/genesys-cloud-mcp-server.md): [MCP] Community-built MCP for the Genesys Cloud contact center: supervisors and QA staff can check queue volumes, sample conversations, and read call quality, sentiment, topics and transcripts. Needs an OAuth client in your Genesys Cloud org with per-tool permissions, and Node.js. Still in development.
- [Langfuse Observability Plugin](https://hebbmind.com/ru/plugin/claude-observability-plugin.md): [Plugin] Langfuse's official plugin: uses hooks to send prompts, model calls, token usage and cost, tool calls and subagents from Claude Code sessions to Langfuse as traces for monitoring and review. Needs Langfuse keys (self-hosting supported) and uv or Python 3.10+.
- [EduBase MCP](https://hebbmind.com/ru/mcp/edubase-mcp.md): [MCP] EduBase's official MCP: teachers and trainers can generate questions in bulk, build question banks and exams, schedule tests, manage classes and learners, and analyze results. Needs EduBase API credentials (App ID and secret, from Integrations; code MCPGITHUB unlocks it) and Node.js.
- [HubSpot Agent CLI Skills](https://hebbmind.com/ru/skill/agent-cli-skills.md): [Skill] HubSpot's official skills for running the CRM via the hubspot CLI: look up customers and history, filter audiences, dedupe records, advance deals, build sales reports and route support tickets. Needs the HubSpot Agent CLI (beta) signed in; dry-run bulk edits first; some features need paid plans.

Next page: https://hebbmind.com/ru/tools.md?page=8&profession=algorithm%2Cdata-engineering%2Csupport%2Chr
