People Context MCP server

Read from the package source without running it. The installed server may list more.

• add_alias

  Add a normalized-deduplicated alias to an existing person.

• add_group_membership

  Record that an existing person held a role in an existing group.

• close_group_membership

  Record the last day a historically true membership held.

• commit_import

  Commit accepted people and resolvable interactions idempotently.

• complete_reminder

  Transition one active reminder to completed.

• correct_record

  Correct whitelisted assertion fields in place with before/after audit.

• create_groupwrite action

  Create one identified group: a class, cohort, team, department, club, household, or community.

• explain_shared_connections

  Explain how two people are connected through groups they were both recorded in, and when.

• export_data

  Export the complete portable domain dataset.

• find_connection

  Return one shortest relationship path, or a structured not-connected result.

• find_groups

  List groups whose normalized name contains `name`, optionally of one `kind`.

• forget

  Hard-delete a person or record and redact identifying audit history.

• get_communication_guidance

  Return sensitivity-gated signal for client-composed communication advice.

• get_consolidation_context

  Return one person's stored facts, traits, observations, and affiliations and how they relate.

• get_group

  Return one group and a bounded page of its recorded memberships.

• get_person_context

  Assemble a minimal-disclosure context bundle for one person.

• get_person_timeline

  Return one person's recent history, newest first, as a bounded chronology.

• get_relationship_graph

  Return active relationship structure around one person, capped for bounded disclosure.

• get_sensitive_person_context

  Return context that may include sensitive and restricted records.

• get_stale_relationships

  Return people you have not interacted with recently, using ordinary interactions only.

• import_content

  Extract and atomically stage header-only candidates from a supported source without bodies.

• list_group_memberships

  Return a bounded page of one person's recorded group memberships with each group.

• list_reminders

  List pull-based reminders, due-dated first and communication notes last.

• merge_people

  Merge a duplicate person into a primary person atomically.

• record_fact

  Record a time-aware fact about an existing person.

• record_interaction

  Record a concise interaction summary after validating all participants.

• record_observation

  Record a subjective observation, separate from disclosed context.

• record_trait

  Record a derived trait with validated category and provenance.

• remember

  Record one thing the user stated about one person, in a single call.

• remember_personwrite action

  Create a new person or update the existing one matching `name`.

• resolve_person

  Resolve a name, nickname, or partial reference to candidate people.

• review_import

  Return staged candidates and statuses for one batch.

• search_people

  Free-text search over stored people for browsing or lookup.

• semantic_search

  Search active people and safe interaction summaries by multilingual semantic similarity.

• set_affiliationwrite action

  Create an affiliation, resolving an org id or get/creating by name.

• set_communication_philosophy

  Store communication philosophy verbatim while auditing lengths only.

• set_relationshipwrite action

  Create a directed relationship between two existing people.

• set_reminderwrite action

  Create a reminder for an existing person.

• stage_candidates
• supersede_fact

  Close a fact that was true and open its replacement from an effective date.

• upcoming_dates

  Return ordinary birthdays and dated active reminders inside an inclusive upcoming window.

• Code scan262 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitylocal package, no credentials required12/15
• Maintenancelast push 0 days ago15/15
• Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

People Context: common questions

Is People Context MCP server safe?

Yes, by our scan: it is graded A (92/100). Read the People Context safety report

How do I install People Context?

It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.

Does People Context need an API key?

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is People Context maintained?

The last commit was in the last day (2026-09-19). The latest release is v1.2.1.