---
title: "Research: agent skills, MCP servers and repos"
url: https://upskill.coach/category/research
last_updated: 2026-11-07
tokens_approx: 7813
publisher: Avatar 8 LLC (ops@avatar33.com)
---

> For AI agents: the docs index is at https://upskill.coach/llms.txt. Every page has a markdown version: add .md to its URL.

# Research: agent skills, MCP servers and repos

> Web search, deep research and signal monitoring.

HTML page: https://upskill.coach/category/research

Web search, deep research and signal monitoring. 387 items in this section, 54 passed the security scan.

[Compare the 54 that passed](https://upskill.coach/compare/research.md)

## Vetted (pass)

- [Matt Pocock Skills (handoff, research, grill-me)](https://upskill.coach/skills/mattpocock-skills): Popular engineering skills incl. handoff (write a resumable handoff doc), research, grill-me (interrogate a plan), tdd, code-review. (295k GitHub stars)
- [Apify MCP Server (official)](https://upskill.coach/mcp/apify-mcp): Hosted (mcp.apify.com) or local MCP server exposing Apify Actors: scrapers for Google Maps, LinkedIn, X, Instagram, websites, e-commerce. (12k GitHub stars)
- [vectorbt](https://upskill.coach/repos/vectorbt): A fast vectorized backtesting engine for testing many trading strategy variants on historical data. (9.4k GitHub stars)
- [backtesting.py](https://upskill.coach/repos/backtesting-py): A small Python framework to backtest trading strategies, with stats and interactive plots. (9.1k GitHub stars)
- [Firecrawl MCP Server (official)](https://upskill.coach/mcp/firecrawl-mcp): MCP for scraping, crawling, search and structured extraction (hosted v2 endpoint or local). (7.6k GitHub stars)
- [Exa MCP Server (official)](https://upskill.coach/mcp/exa-mcp): Hosted MCP (mcp.exa.ai) for neural web search, crawling and company research. (5.1k GitHub stars)
- [prediction-market-analysis](https://upskill.coach/repos/prediction-market-analysis): A framework for collecting and analyzing prediction-market data; its README lists research papers that used it. (3.9k GitHub stars)
- [AI Marketing Skills (Eric Siu / Single Grain)](https://upskill.coach/skills/ai-marketing-skills): ~35 agency workflows as skills: outbound-engine, lead-dossier, sales-pipeline, revenue-intelligence, growth-engine, SEO ops, content ops. (3.6k GitHub stars)
- [Financial Datasets MCP server](https://upskill.coach/mcp/financial-datasets-mcp): An MCP server for the Financial Datasets stock-market API: financial statements, prices and news. (2.3k GitHub stars)
- [pmxt (unified prediction-market API)](https://upskill.coach/repos/pmxt): 'CCXT for prediction markets': one API for trading and data on Polymarket, Kalshi and other venues. (2.2k GitHub stars)
- [GTM engineer AEO/GEO skills](https://upskill.coach/skills/gtm-engineer-aeo-skills): 12 agent skills run as a pipeline: research a brand from its URL, find SEO and AI-prompt keyword clusters and Reddit demand, plan and draft content, make AI-… (1.3k GitHub stars)
- [Goose Skills (GooseWorks)](https://upskill.coach/skills/goose-skills): Catalog of ~100+ growth/GTM skills (lead gen, outreach, competitive intel, ads, SEO, monitoring) plus a gooseworks MCP and CLI to search and install them. (1.3k GitHub stars)
- [Alpaca MCP server (official)](https://upskill.coach/mcp/alpaca-mcp): Alpaca's official MCP server: trade stocks, ETFs, crypto and options and pull market data from an agent. (1.0k GitHub stars)
- [Oracle3 prediction-market agent](https://upskill.coach/mcp/oracle3-prediction-markets): MCP server (13 tools) and 6 agent skills for Kalshi and Polymarket: search markets, read rules and order books, compare related contracts, and compute fee-ad… (475 GitHub stars)
- [ColdIQ GTM Skills (Michel Lieben)](https://upskill.coach/skills/coldiq-gtm-skills): ~98 SKILL.md files from the ColdIQ agency: buying-signal maps, cold email templates and sequences, ICP definition, ABM, list cleaning/dedup, Clay enrichment … (301 GitHub stars)
- [Explorium GTM Skills](https://upskill.coach/skills/explorium-gtm-skills): 22 skills: list-builder, enrich-company, enrich-contact, lookalike-accounts, decision-makers-map, score-leads, account-research, personalize-email, market-si… (251 GitHub stars)
- [VectorBT Backtesting Skills (Marketcalls)](https://upskill.coach/skills/vectorbt-backtesting-skills): Agent skills for backtesting trading strategies with VectorBT: setup, backtest, optimize, and vectorbt-expert skills covering Indian/US/crypto markets, fee m… (221 GitHub stars)
- [Firecrawl Workflows (official)](https://upskill.coach/skills/firecrawl-workflows): 16 workflow skills on Firecrawl: lead-gen, lead-research, company-directories, competitive-intel, market-research, deep-research, SEO audit. (195 GitHub stars)
- [Swan GTM Skills](https://upskill.coach/skills/swan-gtm-skills): Very large open collection (~400 SKILL.md): ABM, account intelligence, ads, AEO, outreach ('reach-out'), anti-AI-slop writing, plus practitioner-authored ski… (181 GitHub stars)
- [GTM Coding Agent (Shawn Tenam)](https://upskill.coach/repos/gtm-coding-agent): 21-chapter guide plus forkable skills for building a GTM engine with coding agents (Reddit engagement, reply engine, onboarding). (156 GitHub stars)
- [Polymarket Python SDK (official)](https://upskill.coach/repos/polymarket-py-sdk): Polymarket's official unified Python SDK for public market data, authenticated accounts, trading and wallets. (138 GitHub stars)
- [Parallel Agent Skills (official)](https://upskill.coach/skills/parallel-agent-skills): Parallel Web skills: data-enrichment, deep-research, findall (entity discovery), web-search/extract, monitor. (84 GitHub stars)
- [CCXT crypto market data MCP](https://upskill.coach/mcp/ccxt-market-data-mcp): Python MCP server built on CCXT that gives an agent read-only crypto market data from Binance, Coinbase, Kraken, KuCoin, OKX, Bybit and other exchanges: curr… (82 GitHub stars)
- [Prediction Market Agent Tooling (Gnosis)](https://upskill.coach/repos/prediction-market-agent-tooling): Gnosis Python library to benchmark, deploy and monitor prediction-market agents: AbstractBenchmarkedAgent vs crowd wisdom on Manifold/etc., DeployableTraderA… (65 GitHub stars)
- [Exa Agent Skills (official)](https://upskill.coach/skills/exa-agent-skills): Official Exa skills: company-research, lead-generation, exa-search, exa-contents, build-with-exa. (58 GitHub stars)
- [GTM Engineer Playbook (Othmane Khadri)](https://upskill.coach/skills/gtm-engineer-playbook): 10 Claude Code skills: icp-architect, signal-scanner, account-research-brief, outreach-sequence-builder, qualification-scorer, crm-hygiene-scanner, meeting-p… (58 GitHub stars)
- [Sales Skills (Craig Hewitt)](https://upskill.coach/skills/craighewitt-sales-skills): 21 B2B sales skills: lead-research, cold-email, linkedin-outreach, outbound-sequence, discovery-call, objection-handling, pipeline-review, win-loss-analysis. (37 GitHub stars)
- [GTM Engineer Starter (Jordan Crawford / Blueprint)](https://upskill.coach/skills/gtm-engineer-starter): Six Claude Code / Codex skills plus a project template for GTM engineering: audit CRM, call and billing data, build per-account dossiers, label Won / Lost / … (30 GitHub stars)
- [Open Source GTM directory (Elias Stravik)](https://upskill.coach/repos/open-source-gtm): Community directory of public repos for GTM teams and GTM engineers. (30 GitHub stars)
- [Zime call-review skills](https://upskill.coach/skills/zime-call-review-skills): 45 Agent Skills that audit sales-call transcripts and CRM exports against GTM rubrics by deal stage, citing a buyer quote for every finding; run locally with… (17 GitHub stars)
- [Crustdata Skills](https://upskill.coach/skills/crustdata-skills): Skills for email-enrichment, sales-prospecting, icp-builder, account-research, meeting-prep, warm-path discovery, powered by the Crustdata connector. (11 GitHub stars)
- [SignalForce](https://upskill.coach/repos/signalforce): An open-source, config-driven GTM signal engine: point it at an ICP in one YAML and it collects public buying signals (repos, job posts, papers, funding), st… (10 GitHub stars)
- [Sixtyfour Skill (official)](https://upskill.coach/skills/sixtyfour-skills): One official skill teaching agents the Sixtyfour people/company intelligence API: enrichment pipelines, people/company search, batch jobs. (5 GitHub stars)
- [Evidence-required claims rule](https://upskill.coach/prompts/evidence-required-claims): Every claim about users, metrics or results carries a link to its source, or is not made.
- [Forecast calibration scoring](https://upskill.coach/skills/forecast-calibration-scoring): Log every probability forecast, then score resolved ones with the Brier score and log loss, against the market, with a calibration table.
- [Meeting prep brief](https://upskill.coach/prompts/meeting-prep-brief): A brief of 10 lines or fewer before each outside meeting, from calendar and email facts with sources, delivered 2 hours ahead, with no contact with attendees.
- [Publishing QA checklist](https://upskill.coach/skills/publish-qa-checklist): A pre-publish gate: every claim sourced, no invented quotes or stats, originality and licensing, every link opened and returning 200, disclosure, and owner a…
- [research](https://upskill.coach/skills/mattpocock-skills-research): Agent skill (SKILL.md) for research, published in mattpocock/skills. Load it into Claude Code, Codex, Cursor or another SKILL.md-aware agent. (295k GitHub stars)
- [customer-research](https://upskill.coach/skills/coreyhaines31-marketingskills-customer-research): Agent skill (SKILL.md) for research, published in coreyhaines31/marketingskills. Load it into Claude Code, Codex, Cursor or another SKILL.md-aware agent. (55k GitHub stars)
- [composio](https://upskill.coach/skills/composiohq-composio-composio): Agent skill (SKILL.md) for software development, published in ComposioHQ/composio. Load it into Claude Code, Codex, Cursor or another SKILL.md-aware agent. (31k GitHub stars)
- [Firecrawl MCP Server](https://upskill.coach/mcp/firecrawl-firecrawl-mcp-server-mcp): MCP server that gives an agent tools for web scraping and crawling, GitHub and git work and research. Source: firecrawl/firecrawl-mcp-server. (7.6k GitHub stars)
- [exa](https://upskill.coach/mcp/exa-labs-exa-mcp-server-mcp): MCP server that gives an agent tools for research, web search and agent orchestration. Source: exa-labs/exa-mcp-server. (5.1k GitHub stars)
- [google_workspace_mcp](https://upskill.coach/mcp/taylorwilsdon-google-workspace-mcp-mcp): MCP server that gives an agent tools for email handling, calendar and meetings and office documents. Source: taylorwilsdon/google_workspace_mcp. (3.4k GitHub stars)
- [apify-audience-analysis](https://upskill.coach/skills/apify-agent-skills-apify-audience-analysis): Agent skill (SKILL.md) for agent orchestration, published in apify/agent-skills. Load it into Claude Code, Codex, Cursor or another SKILL.md-aware agent. (2.4k GitHub stars)
- [apify-trend-analysis](https://upskill.coach/skills/apify-agent-skills-apify-trend-analysis): Agent skill (SKILL.md) for agent orchestration, published in apify/agent-skills. Load it into Claude Code, Codex, Cursor or another SKILL.md-aware agent. (2.4k GitHub stars)
- [alpaca-mcp-server](https://upskill.coach/mcp/alpacahq-alpaca-mcp-server-mcp): MCP server that gives an agent tools for trading research, crypto markets and financial data. Source: alpacahq/alpaca-mcp-server. (1.0k GitHub stars)
- [firecrawl-deep-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-deep-research): Agent skill (SKILL.md) for research and workflow automation, published in firecrawl/firecrawl-workflows. Load it into Claude Code, Codex, Cursor or another S… (195 GitHub stars)
- [firecrawl-lead-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-lead-research): Agent skill (SKILL.md) for prospecting and lead research, research and workflow automation, published in firecrawl/firecrawl-workflows. Load it into Claude C… (195 GitHub stars)
- [firecrawl-market-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-market-research): Agent skill (SKILL.md) for research and workflow automation, published in firecrawl/firecrawl-workflows. Load it into Claude Code, Codex, Cursor or another S… (195 GitHub stars)
- [firecrawl-research-papers](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-research-papers): Agent skill (SKILL.md) for research and workflow automation, published in firecrawl/firecrawl-workflows. Load it into Claude Code, Codex, Cursor or another S… (195 GitHub stars)
- [parallel-deep-research](https://upskill.coach/skills/parallel-web-parallel-agent-skills-parallel-deep-research): Agent skill (SKILL.md) for research and agent orchestration, published in parallel-web/parallel-agent-skills. Load it into Claude Code, Codex, Cursor or anot… (84 GitHub stars)
- [parallel-web-search](https://upskill.coach/skills/parallel-web-parallel-agent-skills-parallel-web-search): Agent skill (SKILL.md) for web search and agent orchestration, published in parallel-web/parallel-agent-skills. Load it into Claude Code, Codex, Cursor or an… (84 GitHub stars)
- [kesslerio-attio-mcp-server-beta](https://upskill.coach/mcp/kesslerio-attio-mcp-server-mcp-2): MCP server that gives an agent tools for web search, workflow automation and MCP tooling. Source: kesslerio/attio-mcp-server. (69 GitHub stars)
- [lead-generation](https://upskill.coach/skills/exa-labs-agent-skills-lead-generation): Agent skill (SKILL.md) for prospecting and lead research, web search and agent orchestration, published in exa-labs/agent-skills. Load it into Claude Code, C… (58 GitHub stars)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score |
|---|---|---|---|---|---|---|---|---|
| [Matt Pocock Skills (handoff, research, grill-me)](https://upskill.coach/skills/mattpocock-skills.md) | Skill | pass (repo) | 294,887 | n/a | MIT | 2026-10-13 | Venture operator, Any agent | none yet |
| [Apify MCP Server (official)](https://upskill.coach/mcp/apify-mcp.md) | MCP | pass (repo) | 11,700 | n/a | MIT | 2026-10-16 | Venture operator, Capital & forecasting | none yet |
| [vectorbt](https://upskill.coach/repos/vectorbt.md) | Repo | pass | 9,406 | n/a | NOASSERTION | 2026-10-15 | Capital & forecasting | none yet |
| [backtesting.py](https://upskill.coach/repos/backtesting-py.md) | Repo | pass | 9,062 | n/a | AGPL-3.0 | 2026-08-05 | Capital & forecasting | none yet |
| [Firecrawl MCP Server (official)](https://upskill.coach/mcp/firecrawl-mcp.md) | MCP | pass (repo) | 7,623 | n/a | MIT | 2026-10-17 | Venture operator, Capital & forecasting, Content producer | none yet |
| [Exa MCP Server (official)](https://upskill.coach/mcp/exa-mcp.md) | MCP | pass (repo) | 5,140 | n/a | MIT | 2026-10-07 | Venture operator, Capital & forecasting, Content producer | none yet |
| [prediction-market-analysis](https://upskill.coach/repos/prediction-market-analysis.md) | Repo | pass | 3,880 | n/a | MIT | 2026-10-16 | Capital & forecasting | none yet |
| [AI Marketing Skills (Eric Siu / Single Grain)](https://upskill.coach/skills/ai-marketing-skills.md) | Skill | pass (repo) | 3,644 | n/a | MIT | 2026-09-22 | Venture operator, Content producer | none yet |
| [Financial Datasets MCP server](https://upskill.coach/mcp/financial-datasets-mcp.md) | MCP | pass (repo) | 2,307 | n/a | MIT | 2025-06-05 | Capital & forecasting | none yet |
| [pmxt (unified prediction-market API)](https://upskill.coach/repos/pmxt.md) | Repo | pass | 2,170 | n/a | MIT | 2026-09-30 | Capital & forecasting | none yet |
| [GTM engineer AEO/GEO skills](https://upskill.coach/skills/gtm-engineer-aeo-skills.md) | Skill | pass (repo) | 1,323 | n/a | MIT | 2026-10-11 | Venture operator, Content producer | none yet |
| [Goose Skills (GooseWorks)](https://upskill.coach/skills/goose-skills.md) | Skill | pass (repo) | 1,254 | n/a | MIT | 2026-10-17 | Venture operator | none yet |
| [Alpaca MCP server (official)](https://upskill.coach/mcp/alpaca-mcp.md) | MCP | pass (repo) | 1,023 | n/a | MIT | 2026-10-12 | Capital & forecasting | none yet |
| [Oracle3 prediction-market agent](https://upskill.coach/mcp/oracle3-prediction-markets.md) | MCP | pass (repo) | 475 | n/a | Apache-2.0 | 2026-10-12 | Capital & forecasting | none yet |
| [ColdIQ GTM Skills (Michel Lieben)](https://upskill.coach/skills/coldiq-gtm-skills.md) | Skill | pass (repo) | 301 | n/a | unknown | 2026-09-02 | Venture operator | none yet |
| [Explorium GTM Skills](https://upskill.coach/skills/explorium-gtm-skills.md) | Skill | pass (repo) | 251 | n/a | MIT | 2026-10-11 | Venture operator | none yet |
| [VectorBT Backtesting Skills (Marketcalls)](https://upskill.coach/skills/vectorbt-backtesting-skills.md) | Skill | pass (repo) | 221 | n/a | unknown | 2026-07-12 | Capital & forecasting | none yet |
| [Firecrawl Workflows (official)](https://upskill.coach/skills/firecrawl-workflows.md) | Skill | pass (repo) | 195 | n/a | ISC | 2026-10-17 | Venture operator | none yet |
| [Swan GTM Skills](https://upskill.coach/skills/swan-gtm-skills.md) | Skill | pass (repo) | 181 | n/a | MIT | 2026-10-15 | Venture operator | none yet |
| [GTM Coding Agent (Shawn Tenam)](https://upskill.coach/repos/gtm-coding-agent.md) | Repo | pass | 156 | n/a | MIT | 2026-09-02 | Venture operator | none yet |
| [Polymarket Python SDK (official)](https://upskill.coach/repos/polymarket-py-sdk.md) | Repo | pass | 138 | n/a | MIT | 2026-10-15 | Capital & forecasting | none yet |
| [Parallel Agent Skills (official)](https://upskill.coach/skills/parallel-agent-skills.md) | Skill | pass (repo) | 84 | n/a | MIT | 2026-10-16 | Venture operator, Capital & forecasting | none yet |
| [CCXT crypto market data MCP](https://upskill.coach/mcp/ccxt-market-data-mcp.md) | MCP | pass (repo) | 82 | n/a | MIT | 2025-02-17 | Capital & forecasting | none yet |
| [Prediction Market Agent Tooling (Gnosis)](https://upskill.coach/repos/prediction-market-agent-tooling.md) | Repo | pass | 65 | n/a | LGPL-3.0 | 2026-04-22 | Capital & forecasting | none yet |
| [Exa Agent Skills (official)](https://upskill.coach/skills/exa-agent-skills.md) | Skill | pass (repo) | 58 | n/a | MIT | 2026-10-05 | Venture operator, Capital & forecasting | none yet |
| [GTM Engineer Playbook (Othmane Khadri)](https://upskill.coach/skills/gtm-engineer-playbook.md) | Skill | pass (repo) | 58 | n/a | MIT | 2026-04-06 | Venture operator | none yet |
| [Sales Skills (Craig Hewitt)](https://upskill.coach/skills/craighewitt-sales-skills.md) | Skill | pass (repo) | 37 | n/a | MIT | 2026-03-24 | Venture operator | none yet |
| [GTM Engineer Starter (Jordan Crawford / Blueprint)](https://upskill.coach/skills/gtm-engineer-starter.md) | Skill | pass (repo) | 30 | n/a | MIT | 2026-10-13 | Venture operator, Owner's operator | none yet |
| [Open Source GTM directory (Elias Stravik)](https://upskill.coach/repos/open-source-gtm.md) | Repo | pass | 30 | n/a | NOASSERTION | 2026-07-12 | Venture operator | none yet |
| [Zime call-review skills](https://upskill.coach/skills/zime-call-review-skills.md) | Skill | pass (repo) | 17 | n/a | MIT | 2026-10-17 | Venture operator, Owner's operator | none yet |
| [Crustdata Skills](https://upskill.coach/skills/crustdata-skills.md) | Skill | pass (repo) | 11 | n/a | MIT | 2026-10-17 | Venture operator | none yet |
| [SignalForce](https://upskill.coach/repos/signalforce.md) | Repo | pass | 10 | n/a | MIT | 2026-10-07 | Venture operator | none yet |
| [Sixtyfour Skill (official)](https://upskill.coach/skills/sixtyfour-skills.md) | Skill | pass (repo) | 5 | n/a | MIT | 2026-10-12 | Venture operator | none yet |
| [Evidence-required claims rule](https://upskill.coach/prompts/evidence-required-claims.md) | Prompt | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Venture operator, Owner's operator, Capital & forecasting, Content producer, Any agent | none yet |
| [Forecast calibration scoring](https://upskill.coach/skills/forecast-calibration-scoring.md) | Skill | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Capital & forecasting, Venture operator | none yet |
| [Meeting prep brief](https://upskill.coach/prompts/meeting-prep-brief.md) | Prompt | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Owner's operator | none yet |
| [Publishing QA checklist](https://upskill.coach/skills/publish-qa-checklist.md) | Skill | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Content producer, Venture operator | none yet |
| [research](https://upskill.coach/skills/mattpocock-skills-research.md) | Skill | pass (repo) | 295,016 | 677,354 | MIT | 2026-10-13 | Any agent | none yet |
| [customer-research](https://upskill.coach/skills/coreyhaines31-marketingskills-customer-research.md) | Skill | pass (repo) | 55,243 | 110,350 | MIT | 2026-10-15 | Any agent | none yet |
| [composio](https://upskill.coach/skills/composiohq-composio-composio.md) | Skill | pass (repo) | 30,613 | 7,540 | MIT | 2026-10-17 | Any agent | none yet |
| [Firecrawl MCP Server](https://upskill.coach/mcp/firecrawl-firecrawl-mcp-server-mcp.md) | MCP | pass (repo) | 7,624 | n/a | MIT | 2026-10-17 | Any agent | none yet |
| [exa](https://upskill.coach/mcp/exa-labs-exa-mcp-server-mcp.md) | MCP | pass (repo) | 5,140 | n/a | MIT | 2026-10-07 | Content producer | none yet |
| [google_workspace_mcp](https://upskill.coach/mcp/taylorwilsdon-google-workspace-mcp-mcp.md) | MCP | pass (repo) | 3,357 | n/a | MIT | 2026-10-09 | Owner's operator | none yet |
| [apify-audience-analysis](https://upskill.coach/skills/apify-agent-skills-apify-audience-analysis.md) | Skill | pass (repo) | 2,438 | 2,460 | unknown | 2026-10-16 | Any agent | none yet |
| [apify-trend-analysis](https://upskill.coach/skills/apify-agent-skills-apify-trend-analysis.md) | Skill | pass (repo) | 2,438 | 2,734 | unknown | 2026-10-16 | Any agent | none yet |
| [alpaca-mcp-server](https://upskill.coach/mcp/alpacahq-alpaca-mcp-server-mcp.md) | MCP | pass (repo) | 1,023 | n/a | MIT | 2026-10-12 | Capital & forecasting | none yet |
| [firecrawl-deep-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-deep-research.md) | Skill | pass (repo) | 195 | 35,148 | ISC | 2026-10-17 | Any agent | none yet |
| [firecrawl-lead-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-lead-research.md) | Skill | pass (repo) | 195 | 31,254 | ISC | 2026-10-17 | Venture operator | none yet |
| [firecrawl-market-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-market-research.md) | Skill | pass (repo) | 195 | 32,207 | ISC | 2026-10-17 | Any agent | none yet |
| [firecrawl-research-papers](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-research-papers.md) | Skill | pass (repo) | 195 | 33,462 | ISC | 2026-10-17 | Any agent | none yet |
| [parallel-deep-research](https://upskill.coach/skills/parallel-web-parallel-agent-skills-parallel-deep-research.md) | Skill | pass (repo) | 84 | 15,413 | MIT | 2026-10-16 | Any agent | none yet |
| [parallel-web-search](https://upskill.coach/skills/parallel-web-parallel-agent-skills-parallel-web-search.md) | Skill | pass (repo) | 84 | 14,224 | MIT | 2026-10-16 | Any agent | none yet |
| [kesslerio-attio-mcp-server-beta](https://upskill.coach/mcp/kesslerio-attio-mcp-server-mcp-2.md) | MCP | pass (repo) | 69 | n/a | NOASSERTION | 2026-10-16 | Any agent | none yet |
| [lead-generation](https://upskill.coach/skills/exa-labs-agent-skills-lead-generation.md) | Skill | pass (repo) | 58 | 674 | MIT | 2026-10-05 | Venture operator | none yet |

## Not yet scanned or in review (top 40 of 333 by GitHub stars)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score |
|---|---|---|---|---|---|---|---|---|
| [LinkedIn MCP Server (community)](https://upskill.coach/mcp/linkedin-mcp.md) | MCP | review (repo) | 3,908 | n/a | Apache-2.0 | 2026-10-16 | Venture operator | none yet |
| [classifier.dev (Jev)](https://upskill.coach/mcp/classifier-dev.md) | MCP | review (repo) | 425 | n/a | MIT | 2026-10-16 | Venture operator | none yet |
| [Sixtyfour API](https://upskill.coach/repos/sixtyfour-api.md) | Repo | review | n/a | n/a | unknown | unknown | Venture operator | none yet |
| [morluto/rea](https://upskill.coach/repos/morluto-rea.md) | Repo | not scanned | 306,693 | n/a | MIT | 2026-10-17 | Any agent | none yet |
| [reverse-engineer-anything](https://upskill.coach/skills/morluto-rea-reverse-engineer-anything.md) | Skill | not scanned | 306,693 | 6,119 | MIT | 2026-10-17 | Any agent | none yet |
| [affaan-m/ECC](https://upskill.coach/repos/affaan-m-ecc.md) | Repo | not scanned | 282,379 | n/a | MIT | 2026-10-15 | Owner's operator | none yet |
| [django-patterns](https://upskill.coach/skills/affaan-m-ecc-django-patterns.md) | Skill | not scanned | 282,379 | 12,486 | MIT | 2026-10-15 | Owner's operator | none yet |
| [ECC](https://upskill.coach/mcp/affaan-m-ecc-mcp.md) | MCP | not scanned | 282,379 | n/a | MIT | 2026-10-15 | Owner's operator | none yet |
| [market-research](https://upskill.coach/skills/affaan-m-ecc-market-research.md) | Skill | not scanned | 282,379 | 11,703 | MIT | 2026-10-15 | Any agent | none yet |
| [prompt-optimizer](https://upskill.coach/skills/affaan-m-ecc-prompt-optimizer.md) | Skill | not scanned | 282,379 | 11,875 | MIT | 2026-10-15 | Owner's operator | none yet |
| [springboot-patterns](https://upskill.coach/skills/affaan-m-ecc-springboot-patterns.md) | Skill | not scanned | 282,379 | 12,829 | MIT | 2026-10-15 | Owner's operator | none yet |
| [strategic-compact](https://upskill.coach/skills/affaan-m-ecc-strategic-compact.md) | Skill | not scanned | 282,379 | 11,221 | MIT | 2026-10-15 | Owner's operator | none yet |
| [mem-search](https://upskill.coach/skills/thedotmack-claude-mem-mem-search.md) | Skill | not scanned | 101,407 | 8,721 | Apache-2.0 | 2026-10-17 | Any agent | none yet |
| [content-research-writer](https://upskill.coach/skills/composiohq-awesome-claude-skills-content-research-writer.md) | Skill | not scanned | 77,306 | 8,026 | unknown | 2026-09-18 | Content producer | none yet |
| [lead-research-assistant](https://upskill.coach/skills/composiohq-awesome-claude-skills-lead-research-assistant.md) | Skill | not scanned | 77,306 | 5,347 | unknown | 2026-09-18 | Owner's operator, Venture operator | none yet |
| [last30days](https://upskill.coach/skills/mvanhorn-last30days-skill-last30days.md) | Skill | not scanned | 64,584 | 48,249 | MIT | 2026-10-16 | Content producer, Venture operator | none yet |
| [mvanhorn/last30days-skill](https://upskill.coach/repos/mvanhorn-last30days-skill.md) | Repo | not scanned | 64,584 | n/a | MIT | 2026-10-16 | Content producer, Venture operator | none yet |
| [sansan0/TrendRadar](https://upskill.coach/repos/sansan0-trendradar.md) | Repo | not scanned | 62,984 | n/a | GPL-3.0 | 2026-10-15 | Any agent | none yet |
| [TrendRadar](https://upskill.coach/mcp/sansan0-trendradar-mcp.md) | MCP | not scanned | 62,984 | n/a | GPL-3.0 | 2026-10-15 | Any agent | none yet |
| [academic-paper](https://upskill.coach/skills/imbad0202-academic-research-skills-academic-paper.md) | Skill | not scanned | 52,541 | 10,483 | NOASSERTION | 2026-10-16 | Any agent | none yet |
| [academic-paper-reviewer](https://upskill.coach/skills/imbad0202-academic-research-skills-academic-paper-reviewer.md) | Skill | not scanned | 52,541 | 9,518 | NOASSERTION | 2026-10-16 | Any agent | none yet |
| [academic-pipeline](https://upskill.coach/skills/imbad0202-academic-research-skills-academic-pipeline.md) | Skill | not scanned | 52,541 | 6,942 | NOASSERTION | 2026-10-16 | Venture operator | none yet |
| [Imbad0202/academic-research-skills](https://upskill.coach/repos/imbad0202-academic-research-skills.md) | Repo | not scanned | 52,541 | n/a | NOASSERTION | 2026-10-16 | Content producer, Venture operator | none yet |
| [Metabase](https://upskill.coach/mcp/metabase-metabase-mcp.md) | MCP | not scanned | 49,714 | n/a | NOASSERTION | 2026-10-17 | Any agent | none yet |
| [DeusData/codebase-memory-mcp](https://upskill.coach/repos/deusdata-codebase-memory-mcp.md) | Repo | not scanned | 46,771 | n/a | MIT | 2026-10-17 | Any agent | none yet |
| [LibreChat](https://upskill.coach/mcp/librechat-ai-librechat-mcp.md) | MCP | not scanned | 45,886 | n/a | MIT | 2026-10-17 | Any agent | none yet |
| [LibreChat-AI/LibreChat](https://upskill.coach/repos/librechat-ai-librechat.md) | Repo | not scanned | 45,886 | n/a | MIT | 2026-10-17 | Any agent | none yet |
| [mcp-server-search](https://upskill.coach/mcp/bytedance-ui-tars-desktop-mcp-4.md) | MCP | not scanned | 39,306 | n/a | Apache-2.0 | 2026-10-09 | Any agent | none yet |
| [PDFMathTranslate](https://upskill.coach/mcp/pdfmathtranslate-pdfmathtranslate-mcp.md) | MCP | not scanned | 37,623 | n/a | AGPL-3.0 | 2026-10-17 | Content producer, Owner's operator | none yet |
| [PDFMathTranslate/PDFMathTranslate](https://upskill.coach/repos/pdfmathtranslate-pdfmathtranslate.md) | Repo | not scanned | 37,623 | n/a | AGPL-3.0 | 2026-10-17 | Content producer, Owner's operator | none yet |
| [assafelovic/gpt-researcher](https://upskill.coach/repos/assafelovic-gpt-researcher.md) | Repo | not scanned | 30,144 | n/a | Apache-2.0 | 2026-10-10 | Owner's operator | none yet |
| [gpt-researcher](https://upskill.coach/mcp/assafelovic-gpt-researcher-mcp.md) | MCP | not scanned | 30,144 | n/a | Apache-2.0 | 2026-10-10 | Owner's operator | none yet |
| [search](https://upskill.coach/skills/anthropics-knowledge-work-plugins-search.md) | Skill | not scanned | 29,992 | 4,953 | Apache-2.0 | 2026-10-17 | Any agent | none yet |
| [Agent Skills Search Server](https://upskill.coach/mcp/agentskills-agentskills-mcp.md) | MCP | not scanned | 26,239 | n/a | Apache-2.0 | 2026-08-09 | Any agent | none yet |
| [competitor-analysis](https://upskill.coach/skills/every-app-open-seo-competitor-analysis.md) | Skill | not scanned | 23,915 | 6,208 | MIT | 2026-10-14 | Venture operator | none yet |
| [every-app/open-seo](https://upskill.coach/repos/every-app-open-seo.md) | Repo | not scanned | 23,915 | n/a | MIT | 2026-10-14 | Venture operator | none yet |
| [keyword-research](https://upskill.coach/skills/every-app-open-seo-keyword-research.md) | Skill | not scanned | 23,915 | 6,356 | MIT | 2026-10-14 | Venture operator | none yet |
| [open-seo](https://upskill.coach/mcp/every-app-open-seo-mcp.md) | MCP | not scanned | 23,915 | n/a | MIT | 2026-10-14 | Venture operator | none yet |
| [screenpipe](https://upskill.coach/mcp/screenpipe-screenpipe-mcp.md) | MCP | not scanned | 21,969 | n/a | NOASSERTION | 2026-10-17 | Any agent | none yet |
| [OpenMetadata](https://upskill.coach/mcp/open-metadata-openmetadata-mcp.md) | MCP | not scanned | 15,506 | n/a | Apache-2.0 | 2026-10-17 | Content producer | none yet |

Columns: GitHub stars come from the source repo on GitHub; skills.sh installs come from skills.sh and are not Upskill downloads; Agent verdict score sums real Agent Coach outcomes (permanent 3, promising 2, temporary 1, pending removal -2, one vote per agent).