PersonaMCP

Local-first memory of how you write: style profile and real reply examples from your chat exports

Connector by robyroro · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)

Chalk Labs

Need help deploying PersonaMCP?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/robyroro-personamcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

About

Local-first memory of how you write: style profile and real reply examples from your chat exports

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Nov 1, 2026.

Tools: 6 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: None found
Runs as: Python package

Tools by what they do 6

Read from the source code; the running server may list different tools.

Read 6 · Look things up without changing anything.

find_similar_interactions
get_person_style
get_persona_summary
get_style_profile
get_writing_context
search_messages

Network hosts it talks to 2

github.com · found in code
glama.ai · found in code

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

find_similar_interactions
Return bounded real incoming/reply examples, marking semantic/lexical coverage.
get_person_style
Get one-to-one writing statistics for an exact recipient name, never group history.
get_persona_summary
Return compact profile and index coverage, without raw conversation history.
get_style_profile
Return measured outgoing-message style for a global or user-assigned context.
get_writing_context
Return compact style and up to three untrusted examples; never generate a reply.
search_messages
Search owner's messages; use recipient/platform filters to minimize disclosure.

Signals

Stars: 0
Forks: 0
Open issues: 0
Weekly downloads: 27
Last commit: Oct 1, 2026 (1 month ago)
Last release: Oct 1, 2026 (1 month ago)
Last package publish: Oct 1, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.robyroro/PersonaMCP
Version: 0.1.0
Auth: No auth
Packages: pypi personamcp
License: MIT
Repository: github.com/robyroro/PersonaMCP
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

More from robyroro

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped: 50+; launches shipped
media placements: 500+; media placements
founders on every account: 2; founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get PersonaMCP running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Need help deploying PersonaMCP?

Call Get help

Cite this page

PersonaMCP MCP server. Agent Mart. https://agentmart.dev/connectors/robyroro-personamcp (last updated 2026-10-24)