Curated accounts to engage with for building Lattice project visibility.

Table of Contents

Priority Tier 1: Knowledge Graph & MCP Ecosystem

Why Priority: Direct overlap with Lattice’s core functionality - these accounts discuss knowledge graphs, semantic search, and AI memory systems daily.

MCP Community

HandleDescriptionEngagement Opportunity
@MCP_CommunityOfficial Model Context Protocol communityShare Lattice as MCP-compatible tool, engage in protocol discussions
@svpinoSantiago - shared knowledge graph + Cursor MCP integrationDirect competitor/collaborator in KG+MCP space
@clineCline AI - built Knowledge Graph Memory MCP PluginVery similar problem space to Lattice
@deepgraphMCPDeep Graph MCP - interactive knowledge graph toolDirect knowledge graph + MCP overlap
@AIC_HugoHugo - explains MCP architecture clearlyGood for technical discussions
@dharmeshHubSpot founder, MCP thought leaderHigh reach, discusses MCP future

Knowledge Graph Tools

HandleDescriptionEngagement Opportunity
@zep_aiZep AI - temporal knowledge graphs for AI agentsGraphiti is similar to Lattice’s approach
@neo4jNeo4j - leading graph databaseGraphRAG discussions, knowledge graph patterns
@emileifremEmil Eifrem - Neo4j Co-Founder & CEOHigh-level knowledge graph thought leadership
@KGConferenceKnowledge Graph ConferenceAcademic/enterprise KG community
@Connected_DataConnected Data - KG book authorsKnowledge graph education content

Priority Tier 2: PKM Tool Creators & Community

Why Priority: PKM users understand the value proposition of connected notes and semantic search. Natural early adopters.

Tool Creators

HandleDescriptionEngagement Opportunity
@obsdmdObsidian official accountEngage on PKM discussions, graph view topics
@kepanoSteph Ango - Obsidian CEOPlugin ecosystem, local-first philosophy
@logseqLogseq official accountOutliner + graph community
@tiensonqinTienson Qin - Logseq founderKnowledge graph philosophy discussions
@silverErica Xu - Obsidian Co-founder & COOProduct decisions, PKM future
@licatShida - Obsidian Co-founder & CTOTechnical PKM discussions

PKM Influencers

HandleDescriptionEngagement Opportunity
@nicolevanderhoevenObsidian content creatorTested tooling, reviews
@TfTHackerObsidian Observer, plugin creatorDeep PKM technical content

Priority Tier 3: AI/LLM Developer Tools

Why Priority: Lattice works with Claude Code and AI workflows. This audience understands the value of context and memory.

Official AI Accounts

HandleDescriptionEngagement Opportunity
@AnthropicAIAnthropic officialClaude ecosystem discussions
@claudeaiClaude AI officialClaude Code workflows
@OpenAIDevsOpenAI DevelopersMCP adoption announcements

AI Developer Influencers

HandleDescriptionEngagement Opportunity
@gaborcselleAI developer tools thought leaderDeveloper experience discussions
@ChiefScientistAlexy - Graph + AI intersectionNeo4j Graph Gathering, technical depth
@SergioRocksCTO sharing AI tools for dev workflowAI productivity tools

Priority Tier 4: Build in Public & Indie Devs

Why Priority: Supportive community, amplify each other’s work. Algorithm rewards engaging with smaller creators.

High-Reach Accounts

HandleDescriptionEngagement Opportunity
@arvidkahlArvid Kahl - 120K followers, indie SaaS expertBootstrapped tool building
@levelsioPieter Levels - Nomad List founderSolo dev, AI tools
@courtikiplingCourtland Allen - Indie Hackers founderBootstrapped business authority

Active Builders

HandleDescriptionEngagement Opportunity
@tdinh_meTony Dinh - DevUtils, solo devCLI tools, build in public
@marc_louvionMarie - Tally Forms co-founderBootstrapped SaaS
@jonbudaJon - Bannerbear founderSolo dev journey
@ollybotOlly - Senja co-founderMarketing + indie dev

Developer Productivity Accounts

HandleDescriptionEngagement Opportunity
@sindresorhusOpen source CLI tools, npm packagesCLI tool patterns
@wesbosWeb dev educatorDeveloper tooling content
@ThePracticalDevDEV CommunityDeveloper tips aggregator

Engagement Strategy

Daily Actions (15-30 min)

  1. Search and engage with posts containing:

    • “knowledge graph”
    • “MCP server”
    • “AI memory”
    • “semantic search”
    • “Claude Code”

  2. Reply with value to 3-5 posts from Tier 1-2 accounts

    • Add technical insights, not just “great post”
    • Share relevant experience from building Lattice
    • Ask thoughtful follow-up questions

  3. Retweet/quote tweet 1-2 posts from smaller builders (<10K followers)

Weekly Actions

  1. Post original content about Lattice development:

  2. Create one thread about:

    • Knowledge graph patterns
    • MCP integration techniques
    • CLI tool development
    • Semantic search approaches

  3. Engage with trending discussions in #buildinpublic, knowledge graph topics

Engagement Templates

Replying to KG/MCP posts:

Interesting approach! I've been building something similar with [Lattice] -
using DuckDB + embeddings for local-first semantic search.


Question: How do you handle [specific technical aspect they mentioned]?

Quote tweeting with value:

This is exactly why I built @lattice_cli - [specific problem they describe].


The key insight: [your solution approach].


[Optional: link to relevant code/docs]

Introducing Lattice in relevant threads:

Been solving a similar problem with Lattice - a CLI for building
knowledge graphs from markdown docs.


Key features:
- Local-first (DuckDB)
- Semantic search via embeddings
- Entity extraction from frontmatter


Happy to share more if useful!

Hashtags & Keywords

Primary (use 1-2 per post)

Secondary (context-dependent)

Keywords to Monitor

  • “knowledge graph”
  • “MCP server”
  • “semantic search”
  • “AI memory”
  • “graph database”
  • “PKM tool”
  • “Claude Code”
  • “document search”
  • “entity extraction”

Tracking Progress

Metrics to Watch

MetricTargetFrequency
Profile views+20% monthlyWeekly
Follower growth+10% monthlyWeekly
Engagement rate>5%Per post
Replies received2+ per postPer post

Account-Level Tracking

Track which accounts engage back:

  • Tier 1: Direct replies, retweets, follows
  • Tier 2: Mutual follows, thread participation
  • Tier 3-4: Community building, collaboration opportunities

Sources

  1. Build Solo - Best Twitter Accounts for Solo Founders
  2. 30 Bootstrapped Founders on Twitter to Follow
  3. WeAreDevelopers - Best X Accounts for Developers
  4. SSOJet - Top 20 Programmers & Developers to Follow 2025
  5. Obsidian - About
  6. Logseq Funding Announcement
  7. Zep AI - Y Combinator
  8. Neo4j GraphRAG Ecosystem