Schema | memkin

memkin

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Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

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
Instructions
Capabilities
Tools
Prompts
Resources

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Server Configuration

Instructions

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