PersonalKnowHow
Live public demo: query one person's learning and work history as a knowledge graph via MCP.
MCP server · by Georgi-Petkov
About
PersonalKnowHow is an MCP server published by Georgi-Petkov. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.
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 personalknowhow https://personalknowhow-demo.kxtwrdzt6g.workers.dev/mcp
[mcp_servers.personalknowhow]
url = "https://personalknowhow-demo.kxtwrdzt6g.workers.dev/mcp"
{
"mcpServers": {
"personalknowhow": {
"url": "https://personalknowhow-demo.kxtwrdzt6g.workers.dev/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): 1 |
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
Nothing has moved on this plugin since we started watching it.
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.
-
Find and enrich people from 750M professional profiles, with Next Move Signal job-change scores.
-
Norvstar — Professional Identity MCP Server
Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.
-
People, company, job and LinkedIn post data, plus email finding and verification.
-
Search people open to work and fetch their machine-readable cv.json, from any AI assistant.
-
linkedin-data com.superagnt/linkedin-data
LinkedIn data for AI agents: profiles, companies, jobs, posts, search. Sales research, recruiting.
-
People search, LinkedIn lookup and verified work emails for AI agents. First search needs no login.
-
ai-screening io.github.vaughnyb/ai-screening
AI hiring tools CV screening, social media profile scan, and document search for any organization.
-
VitaeContext gives AI agents a private, reusable source of truth about a person's career, then provides focused skills for turning that context into grounded professional work.
-
Expose your personal, professional, educational, and social profile to any AI assistant via MCP.
-
Give Claude access to billions of company and person profiles, work emails, contacts, school and job data via the Enrich Layer API. Turns Claude into a recruiter, an SDR, an…
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)
-
VitaeContext gives AI agents a private, reusable source of truth about a person's career, then provides focused skills for turning that context into grounded professional work.
-
Give Claude access to billions of company and person profiles, work emails, contacts, school and job data via the Enrich Layer API. Turns Claude into a recruiter, an SDR, an…
-
AI-native recruiting platform. Search jobs, manage applications, check AI interview assessments, schedule meetings, rate employers, post jobs, search candidates, and get hiring…
-
AI job search command center for Claude Code. Evaluate job offers with fit scoring, generate tailored CVs and cover letters, scan 45+ company career portals automatically, track…
-
Findem Studio plugin for talent intelligence — 3 remote MCP connectors with OAuth, comprehensive reviewer runbook.
Has a listing on Claude Code: claude-plugins-official (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Search companies and contacts, enrich leads, find lookalikes, and get AI-ranked contact recommendations. Pre-built skills chain multiple ZoomInfo tools into complete B2B sales…
Has a listing on Claude: knowledge-work-plugins (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.
-
Search across all of your company's tools in one place. Find anything across email, chat, documents, and wikis without switching between apps.
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Connect Google Calendar for scheduling, availability, daily briefs, and event management.
-
Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.
-
Connect Microsoft Outlook Calendar for scheduling, daily briefs, event prep, and safe meeting changes.
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…
Has a listing on Community GitHub marketplaces (5)
-
linkedctl io.github.alexey-pelykh/linkedctl
CLI and MCP server for the LinkedIn API
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
people-context io.github.JinyangWang27/people-context
Local-first MCP server giving AI agents contextual knowledge about the people in your life
-
Hire from your AI chat: search 210k+ vetted startup candidates, review matches, request intros.
-
Job postings with real posting dates, read from employers' Greenhouse/Lever/Ashby/Beisen/Moka ATS.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Codebase-grounded concept-mastery quizzes with an interactive BrainMax Canvas dashboard.
-
Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.
-
Query Anarlog meetings locally, or connect through OAuth to read opted-in Cloud snapshots.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
-
Advanced Security plugin for GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Enrich people and companies, run AI research agents.
-
Search company knowledge and draft verified answers.
-
Search candidates, jobs, and applications, and review scorecards in Greenhouse Recruiting.
-
Look up workers, organizations, time off, payroll, and recruiting data in Workday.
-
Find and verify emails, discover companies, and save leads.
Has a listing on Docker MCP Catalog (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and perform job searches. Set…
-
Knowledge graph-based persistent memory system.
-
Connector for Perplexity API, to enable real-time, web-wide research.
-
mcp-explorium ai.explorium/mcp-explorium
Access live company and contact data from Explorium's AgentSource B2B platform.
Has a listing on Official MCP Registry (5)
-
Find and enrich people from 750M professional profiles, with Next Move Signal job-change scores.
-
Norvstar — Professional Identity MCP Server
Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.
-
People, company, job and LinkedIn post data, plus email finding and verification.
-
Search people open to work and fetch their machine-readable cv.json, from any AI assistant.
-
linkedin-data com.superagnt/linkedin-data
LinkedIn data for AI agents: profiles, companies, jobs, posts, search. Sales research, recruiting.
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.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You 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.