Schema | memkin

memkin

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Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
No arguments

Capabilities

Features and capabilities supported by this server

Capability	Details
`tools`	{ "listChanged": true }
`prompts`	{ "listChanged": true }
`resources`	{ "listChanged": true }

Tools

Functions exposed to the LLM to take actions

Name	Description
queryA	query Semantic search across Memkin memory. When to use: fuzzy, conceptual recall across people, projects, decisions, tasks, and prior work. When NOT to use: exact keyword matching; use `search` instead. Do not look for source-specific tools; use filters. Returns: ranked results with slug, title, type, snippet, score, and provenance. On error: broaden filters or retry with fewer constraints.
searchA	search Keyword search across Memkin memory. When to use: exact words, identifiers, tokens, page titles, or known phrases. When NOT to use: fuzzy conceptual recall; use `query` instead. Returns: ranked keyword matches with provenance. On error: simplify the query or relax filters.
get_page_contextA	get_page_context Read a page plus nearby memory context. When to use: after finding a slug and needing page, tags, links, backlinks, timeline, or chunks in one call. When NOT to use: broad recall without a slug; use `query` or `search` first. Returns: page, tags, limited related context, and provenance. On error: if the slug is missing, search for the correct slug first.
timeline_feedA	timeline_feed Read global timeline memories. When to use: recent activity reviews, date-bounded recall, and source-filtered timeline scans. When NOT to use: page-specific context; use `get_page_context`. Returns: timeline entries with slug, title, type, summary, time, snippet, and provenance. On error: fix invalid date filters and retry.
explore_graphA	explore_graph Explore graph relationships around a page. When to use: understand dependencies, mentions, collaborators, and nearby entities. When NOT to use: raw page content; use `get_page_context`. Returns: focus node, graph nodes, and edges with bounded depth. On error: search for the correct slug first.
synthesizeA	synthesize Synthesize a cited, gap-aware answer from memory using an intent template. When to use: you want a composed answer (not raw snippets) about an entity, time window, or query. When NOT to use: raw ranked snippets; use `query`/`search`. Returns: answer with inline [n] citations, citations[], and gaps[] (stale / missing). On error: ensure the intent is registered and the scope is non-empty.
recallA	recall Recall a synthesized, cited summary about an entity, query, or time window. When to use: a quick composed recall with citations and gap flags. When NOT to use: raw snippets; use `query`/`search`. Returns: a SynthesisResult (answer + citations + gaps). On error: provide at least one of entity, query, or time.
prep_for_personA	prep_for_person Prepare goal-conditioned communication strategy for a person from their passively-inferred communication profile. When to use: before talking to someone — get evidence-cited, ethical suggestions on how to communicate with them, optionally toward a specific goal. When NOT to use: raw facts about the person; use `get_entity_profile`/`query`. Returns: a SynthesisResult (cited suggestions + gaps). Suggestions only — never manipulation. Profiling is passive and local; the four-color shell is a popular mapping, not a clinical diagnosis. On error: ensure the person page slug exists.
daily_reportA	daily_report Generate a synthesized cross-channel daily report in 7 fixed sections. When to use: 'help me write today's daily report' — aggregate the day's signals (mail / IM / calendar / docs) into 今日概览 / 今日完成 / 推进中 / 我的待办 / 待回复与被@ / 人脉动态 / 明日提醒. When NOT to use: arbitrary recall; use `recall`/`query`. Returns: a SynthesisResult with sections[] + answer + citations + gaps. On error: ensure the date is a valid ISO date.
troubleshootA	troubleshoot Walk through a troubleshooting playbook in one shot. When to use: '怎么排查 X' — pull the matching playbook pages, ordered along their `precedes` chain, into a step-by-step procedure with branch meanings ('命中 X → 含义/下一步'). When NOT to use: general recall; use `recall`/`query`. Returns: a SynthesisResult with ordered steps + [n] citations + gaps. On error: rephrase the symptom or save a playbook page first.
put_pageA	put_page Create or update a Memkin page idempotently. When to use: write a durable memory page. When NOT to use: append a dated event; use `add_timeline_entry`. Returns: ok, slug, changed flag, content hash, previous hash, and updated_at. On error: fix slug or non-empty content.
add_timeline_entryA	add_timeline_entry Append a dated memory event to an existing page. When to use: record project progress, decisions, or notable events. When NOT to use: full page replacement; use `put_page`. Returns: ok plus slug/date/summary. On error: fix invalid date or find the correct page slug.
manage_linksA	manage_links Add or remove graph links between pages. When to use: maintain relationships such as mentions, depends_on, or works_on. When NOT to use: tagging; use `manage_tags`. Returns: ok plus action/from/to. On error: search for missing page slugs before retrying.
manage_tagsA	manage_tags Add or remove tags on a page. When to use: classify memory pages with stable tags. When NOT to use: graph relationships; use `manage_links`. Returns: ok plus action/slug/tags. On error: search for the page slug or provide at least one tag.
get_healthA	get_health Return Memkin MCP health and capability metadata. When to use: diagnose database counts, MCP version, and legacy tool exposure. When NOT to use: retrieve memory content; use read tools. Returns: status, page/chunk counts, MCP version, and legacy setting. On error: inspect server logs.
get_session_contextA	get_session_context Load working memory for session bootstrap. When to use: at the start of every session to understand what is active and pending. Returns: recent activity summary for the given day window.
list_signals_by_entityA	list_signals_by_entity List all signals anchored to an entity. When to use: retrieve decisions, tasks, knowledge, etc. for a specific person/project/tool. Returns: signals with type, title, and summary.
get_entity_profileA	get_entity_profile Full profile for an entity: signals + timeline. When to use: need a comprehensive view of a person, project, or tool. Returns: entity page with all linked signals and timeline.
link_person_aliasA	link_person_alias Add an alias handle to a canonical person page. When to use: link a new identifier (email, feishu_open_id, nickname) to a person. Returns: ok plus current handles.
list_person_handlesA	list_person_handles List all handles for a canonical person. When to use: check known aliases for a person. Returns: array of handles with kind, value, and strength.
remove_person_aliasA	remove_person_alias Remove a handle from any person. When to use: correct a wrong alias assignment. Returns: ok.
merge_personsA	merge_persons Merge one person into another, moving all handles. When to use: two person pages represent the same individual. Returns: ok plus merged handles.
recanonicalize_personA	recanonicalize_person Rename a person's canonical slug. When to use: correct or update a person's canonical page slug. Returns: ok plus updated handles.

Prompts

Interactive templates invoked by user choice

Name	Description
`recall`	Recall cross-source memories about a topic using query and unified filters.
`weekly-digest`	Summarize recent activity from timeline_feed.
`who-is`	Build a person context brief from Memkin memory.
`decision-log`	Collect decisions related to a topic.
`handoff`	Prepare a project handoff brief using high-intent memory tools.

Resources

Contextual data attached and managed by the client

Name	Description
`health`	Memkin MCP health, version, and capability metadata.
`pages`	Bounded page index for browsing available memory pages.

Server Configuration
Capabilities
Tools
Prompts
Resources

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Server Configuration

Capabilities

Tools

query

search

get_page_context

timeline_feed

explore_graph

synthesize

recall

prep_for_person

daily_report

troubleshoot

put_page

add_timeline_entry

manage_links

manage_tags

get_health

get_session_context

list_signals_by_entity

get_entity_profile

link_person_alias

list_person_handles

remove_person_alias

merge_persons

recanonicalize_person

Prompts

Resources

Latest Blog Posts

MCP directory API