feat: add get_timeline_by_query tool for enhanced observation search with timeline context
- Implemented a new tool to search for observations using natural language and retrieve timeline context around the best match. - Introduced two modes: "auto" for automatic timeline anchor selection and "interactive" for user selection of top matches. - Added input schema validation using zod for query parameters including depth before/after, limit, and project filtering. - Integrated hybrid semantic search with fallback to FTS5 for observation retrieval. - Enhanced response formatting for both modes, including detailed timeline context and observation summaries.
This commit is contained in:
Alex Newman
@@ -1,5 +1,5 @@
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#!/usr/bin/env node
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import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{StdioServerTransport as pe}from"@modelcontextprotocol/sdk/server/stdio.js";import{Client as me}from"@modelcontextprotocol/sdk/client/index.js";import{StdioClientTransport as he}from"@modelcontextprotocol/sdk/client/stdio.js";import{CallToolRequestSchema as _e,ListToolsRequestSchema as fe}from"@modelcontextprotocol/sdk/types.js";import{z as i}from"zod";import{zodToJsonSchema as Ee}from"zod-to-json-schema";import{basename as be}from"path";import de from"better-sqlite3";import{join as I,dirname as oe,basename as Ie}from"path";import{homedir as K}from"os";import{existsSync as Ae,mkdirSync as ie}from"fs";import{fileURLToPath as ae}from"url";function ce(){return typeof __dirname<"u"?__dirname:oe(ae(import.meta.url))}var De=ce(),N=process.env.CLAUDE_MEM_DATA_DIR||I(K(),".claude-mem"),H=process.env.CLAUDE_CONFIG_DIR||I(K(),".claude"),we=I(N,"archives"),ke=I(N,"logs"),$e=I(N,"trash"),Fe=I(N,"backups"),Me=I(N,"settings.json"),U=I(N,"claude-mem.db"),J=I(N,"vector-db"),Ue=I(H,"settings.json"),je=I(H,"commands"),Be=I(H,"CLAUDE.md");function j(a){ie(a,{recursive:!0})}var B=class{db;constructor(e){e||(j(N),e=U),this.db=new de(e),this.db.pragma("journal_mode = WAL"),this.ensureFTSTables()}ensureFTSTables(){try{if(this.db.prepare("SELECT name FROM sqlite_master WHERE type='table' AND name LIKE '%_fts'").all().some(s=>s.name==="observations_fts"||s.name==="session_summaries_fts"))return;console.error("[SessionSearch] Creating FTS5 tables..."),this.db.exec(`
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import{Server as he}from"@modelcontextprotocol/sdk/server/index.js";import{StdioServerTransport as _e}from"@modelcontextprotocol/sdk/server/stdio.js";import{Client as fe}from"@modelcontextprotocol/sdk/client/index.js";import{StdioClientTransport as Ee}from"@modelcontextprotocol/sdk/client/stdio.js";import{CallToolRequestSchema as be,ListToolsRequestSchema as ge}from"@modelcontextprotocol/sdk/types.js";import{z as i}from"zod";import{zodToJsonSchema as Te}from"zod-to-json-schema";import{basename as Se}from"path";import pe from"better-sqlite3";import{join as L,dirname as ce,basename as xe}from"path";import{homedir as ee}from"os";import{existsSync as De,mkdirSync as de}from"fs";import{fileURLToPath as le}from"url";function ue(){return typeof __dirname<"u"?__dirname:ce(le(import.meta.url))}var $e=ue(),w=process.env.CLAUDE_MEM_DATA_DIR||L(ee(),".claude-mem"),V=process.env.CLAUDE_CONFIG_DIR||L(ee(),".claude"),ke=L(w,"archives"),Fe=L(w,"logs"),Ue=L(w,"trash"),Me=L(w,"backups"),je=L(w,"settings.json"),X=L(w,"claude-mem.db"),te=L(w,"vector-db"),Be=L(V,"settings.json"),Xe=L(V,"commands"),Pe=L(V,"CLAUDE.md");function P(a){de(a,{recursive:!0})}var G=class{db;constructor(e){e||(P(w),e=X),this.db=new pe(e),this.db.pragma("journal_mode = WAL"),this.ensureFTSTables()}ensureFTSTables(){try{if(this.db.prepare("SELECT name FROM sqlite_master WHERE type='table' AND name LIKE '%_fts'").all().some(s=>s.name==="observations_fts"||s.name==="session_summaries_fts"))return;console.error("[SessionSearch] Creating FTS5 tables..."),this.db.exec(`
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CREATE VIRTUAL TABLE IF NOT EXISTS observations_fts USING fts5(
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title,
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subtitle,
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@@ -66,7 +66,7 @@ import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{Stdio
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`),console.error("[SessionSearch] FTS5 tables created successfully")}catch(e){console.error("[SessionSearch] FTS migration error:",e.message)}}escapeFTS5(e){return`"${e.replace(/"/g,'""')}"`}buildFilterClause(e,r,s="o"){let t=[];if(e.project&&(t.push(`${s}.project = ?`),r.push(e.project)),e.type)if(Array.isArray(e.type)){let o=e.type.map(()=>"?").join(",");t.push(`${s}.type IN (${o})`),r.push(...e.type)}else t.push(`${s}.type = ?`),r.push(e.type);if(e.dateRange){let{start:o,end:n}=e.dateRange;if(o){let c=typeof o=="number"?o:new Date(o).getTime();t.push(`${s}.created_at_epoch >= ?`),r.push(c)}if(n){let c=typeof n=="number"?n:new Date(n).getTime();t.push(`${s}.created_at_epoch <= ?`),r.push(c)}}if(e.concepts){let o=Array.isArray(e.concepts)?e.concepts:[e.concepts],n=o.map(()=>`EXISTS (SELECT 1 FROM json_each(${s}.concepts) WHERE value = ?)`);n.length>0&&(t.push(`(${n.join(" OR ")})`),r.push(...o))}if(e.files){let o=Array.isArray(e.files)?e.files:[e.files],n=o.map(()=>`(
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EXISTS (SELECT 1 FROM json_each(${s}.files_read) WHERE value LIKE ?)
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OR EXISTS (SELECT 1 FROM json_each(${s}.files_modified) WHERE value LIKE ?)
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)`);n.length>0&&(t.push(`(${n.join(" OR ")})`),o.forEach(c=>{r.push(`%${c}%`,`%${c}%`)}))}return t.length>0?t.join(" AND "):""}buildOrderClause(e="relevance",r=!0,s="observations_fts"){switch(e){case"relevance":return r?`ORDER BY ${s}.rank ASC`:"ORDER BY o.created_at_epoch DESC";case"date_desc":return"ORDER BY o.created_at_epoch DESC";case"date_asc":return"ORDER BY o.created_at_epoch ASC";default:return"ORDER BY o.created_at_epoch DESC"}}searchObservations(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="relevance",...c}=r,d=this.escapeFTS5(e);s.push(d);let l=this.buildFilterClause(c,s,"o"),u=l?`AND ${l}`:"",p=this.buildOrderClause(n,!0),g=`
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)`);n.length>0&&(t.push(`(${n.join(" OR ")})`),o.forEach(c=>{r.push(`%${c}%`,`%${c}%`)}))}return t.length>0?t.join(" AND "):""}buildOrderClause(e="relevance",r=!0,s="observations_fts"){switch(e){case"relevance":return r?`ORDER BY ${s}.rank ASC`:"ORDER BY o.created_at_epoch DESC";case"date_desc":return"ORDER BY o.created_at_epoch DESC";case"date_asc":return"ORDER BY o.created_at_epoch ASC";default:return"ORDER BY o.created_at_epoch DESC"}}searchObservations(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="relevance",...c}=r,d=this.escapeFTS5(e);s.push(d);let l=this.buildFilterClause(c,s,"o"),u=l?`AND ${l}`:"",p=this.buildOrderClause(n,!0),m=`
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SELECT
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o.*,
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observations_fts.rank as rank
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@@ -76,7 +76,7 @@ import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{Stdio
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${u}
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${p}
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LIMIT ? OFFSET ?
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`;s.push(t,o);let E=this.db.prepare(g).all(...s);if(E.length>0){let b=Math.min(...E.map(h=>h.rank||0)),m=Math.max(...E.map(h=>h.rank||0))-b||1;E.forEach(h=>{h.rank!==void 0&&(h.score=1-(h.rank-b)/m)})}return E}searchSessions(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="relevance",...c}=r,d=this.escapeFTS5(e);s.push(d);let l={...c};delete l.type;let u=this.buildFilterClause(l,s,"s"),b=`
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`;s.push(t,o);let f=this.db.prepare(m).all(...s);if(f.length>0){let h=Math.min(...f.map(E=>E.rank||0)),_=Math.max(...f.map(E=>E.rank||0))-h||1;f.forEach(E=>{E.rank!==void 0&&(E.score=1-(E.rank-h)/_)})}return f}searchSessions(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="relevance",...c}=r,d=this.escapeFTS5(e);s.push(d);let l={...c};delete l.type;let u=this.buildFilterClause(l,s,"s"),h=`
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SELECT
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s.*,
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session_summaries_fts.rank as rank
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@@ -86,7 +86,7 @@ import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{Stdio
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${(u?`AND ${u}`:"").replace(/files_read/g,"files_read").replace(/files_modified/g,"files_edited")}
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${n==="relevance"?"ORDER BY session_summaries_fts.rank ASC":n==="date_asc"?"ORDER BY s.created_at_epoch ASC":"ORDER BY s.created_at_epoch DESC"}
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LIMIT ? OFFSET ?
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`;s.push(t,o);let _=this.db.prepare(b).all(...s);if(_.length>0){let m=Math.min(..._.map(T=>T.rank||0)),y=Math.max(..._.map(T=>T.rank||0))-m||1;_.forEach(T=>{T.rank!==void 0&&(T.score=1-(T.rank-m)/y)})}return _}findByConcept(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="date_desc",...c}=r,d={...c,concepts:e},l=this.buildFilterClause(d,s,"o"),u=this.buildOrderClause(n,!1),p=`
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`;s.push(t,o);let b=this.db.prepare(h).all(...s);if(b.length>0){let _=Math.min(...b.map(T=>T.rank||0)),x=Math.max(...b.map(T=>T.rank||0))-_||1;b.forEach(T=>{T.rank!==void 0&&(T.score=1-(T.rank-_)/x)})}return b}findByConcept(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="date_desc",...c}=r,d={...c,concepts:e},l=this.buildFilterClause(d,s,"o"),u=this.buildOrderClause(n,!1),p=`
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SELECT o.*
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FROM observations o
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WHERE ${l}
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@@ -98,22 +98,22 @@ import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{Stdio
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WHERE ${l}
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${u}
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LIMIT ? OFFSET ?
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`;s.push(t,o);let g=this.db.prepare(p).all(...s),E=[],b={...c};delete b.type;let _=[];if(b.project&&(_.push("s.project = ?"),E.push(b.project)),b.dateRange){let{start:y,end:T}=b.dateRange;if(y){let f=typeof y=="number"?y:new Date(y).getTime();_.push("s.created_at_epoch >= ?"),E.push(f)}if(T){let f=typeof T=="number"?T:new Date(T).getTime();_.push("s.created_at_epoch <= ?"),E.push(f)}}_.push(`(
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`;s.push(t,o);let m=this.db.prepare(p).all(...s),f=[],h={...c};delete h.type;let b=[];if(h.project&&(b.push("s.project = ?"),f.push(h.project)),h.dateRange){let{start:x,end:T}=h.dateRange;if(x){let g=typeof x=="number"?x:new Date(x).getTime();b.push("s.created_at_epoch >= ?"),f.push(g)}if(T){let g=typeof T=="number"?T:new Date(T).getTime();b.push("s.created_at_epoch <= ?"),f.push(g)}}b.push(`(
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EXISTS (SELECT 1 FROM json_each(s.files_read) WHERE value LIKE ?)
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OR EXISTS (SELECT 1 FROM json_each(s.files_edited) WHERE value LIKE ?)
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)`),E.push(`%${e}%`,`%${e}%`);let m=`
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)`),f.push(`%${e}%`,`%${e}%`);let _=`
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SELECT s.*
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FROM session_summaries s
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WHERE ${_.join(" AND ")}
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WHERE ${b.join(" AND ")}
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ORDER BY s.created_at_epoch DESC
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LIMIT ? OFFSET ?
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`;E.push(t,o);let h=this.db.prepare(m).all(...E);return{observations:g,sessions:h}}findByType(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="date_desc",...c}=r,d={...c,type:e},l=this.buildFilterClause(d,s,"o"),u=this.buildOrderClause(n,!1),p=`
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`;f.push(t,o);let E=this.db.prepare(_).all(...f);return{observations:m,sessions:E}}findByType(e,r={}){let s=[],{limit:t=50,offset:o=0,orderBy:n="date_desc",...c}=r,d={...c,type:e},l=this.buildFilterClause(d,s,"o"),u=this.buildOrderClause(n,!1),p=`
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SELECT o.*
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FROM observations o
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WHERE ${l}
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${u}
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LIMIT ? OFFSET ?
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`;return s.push(t,o),this.db.prepare(p).all(...s)}searchUserPrompts(e,r={}){let s=[],{limit:t=20,offset:o=0,orderBy:n="relevance",...c}=r,d=this.escapeFTS5(e);s.push(d);let l=[];if(c.project&&(l.push("s.project = ?"),s.push(c.project)),c.dateRange){let{start:b,end:_}=c.dateRange;if(b){let m=typeof b=="number"?b:new Date(b).getTime();l.push("up.created_at_epoch >= ?"),s.push(m)}if(_){let m=typeof _=="number"?_:new Date(_).getTime();l.push("up.created_at_epoch <= ?"),s.push(m)}}let g=`
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`;return s.push(t,o),this.db.prepare(p).all(...s)}searchUserPrompts(e,r={}){let s=[],{limit:t=20,offset:o=0,orderBy:n="relevance",...c}=r,d=this.escapeFTS5(e);s.push(d);let l=[];if(c.project&&(l.push("s.project = ?"),s.push(c.project)),c.dateRange){let{start:h,end:b}=c.dateRange;if(h){let _=typeof h=="number"?h:new Date(h).getTime();l.push("up.created_at_epoch >= ?"),s.push(_)}if(b){let _=typeof b=="number"?b:new Date(b).getTime();l.push("up.created_at_epoch <= ?"),s.push(_)}}let m=`
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SELECT
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up.*,
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user_prompts_fts.rank as rank
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@@ -124,7 +124,7 @@ import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{Stdio
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${l.length>0?`AND ${l.join(" AND ")}`:""}
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${n==="relevance"?"ORDER BY user_prompts_fts.rank ASC":n==="date_asc"?"ORDER BY up.created_at_epoch ASC":"ORDER BY up.created_at_epoch DESC"}
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LIMIT ? OFFSET ?
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`;s.push(t,o);let E=this.db.prepare(g).all(...s);if(E.length>0){let b=Math.min(...E.map(h=>h.rank||0)),m=Math.max(...E.map(h=>h.rank||0))-b||1;E.forEach(h=>{h.rank!==void 0&&(h.score=1-(h.rank-b)/m)})}return E}getUserPromptsBySession(e){return this.db.prepare(`
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`;s.push(t,o);let f=this.db.prepare(m).all(...s);if(f.length>0){let h=Math.min(...f.map(E=>E.rank||0)),_=Math.max(...f.map(E=>E.rank||0))-h||1;f.forEach(E=>{E.rank!==void 0&&(E.score=1-(E.rank-h)/_)})}return f}getUserPromptsBySession(e){return this.db.prepare(`
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SELECT
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id,
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claude_session_id,
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@@ -135,9 +135,9 @@ import{Server as ue}from"@modelcontextprotocol/sdk/server/index.js";import{Stdio
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FROM user_prompts
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WHERE claude_session_id = ?
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ORDER BY prompt_number ASC
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`).all(e)}close(){this.db.close()}};import le from"better-sqlite3";var W=(o=>(o[o.DEBUG=0]="DEBUG",o[o.INFO=1]="INFO",o[o.WARN=2]="WARN",o[o.ERROR=3]="ERROR",o[o.SILENT=4]="SILENT",o))(W||{}),q=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=W[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,r){return`obs-${e}-${r}`}sessionId(e){return`session-${e}`}formatData(e){if(e==null)return"";if(typeof e=="string")return e;if(typeof e=="number"||typeof e=="boolean")return e.toString();if(typeof e=="object"){if(e instanceof Error)return this.level===0?`${e.message}
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${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Object.keys(e);return r.length===0?"{}":r.length<=3?JSON.stringify(e):`{${r.length} keys: ${r.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,r){if(!r)return e;try{let s=typeof r=="string"?JSON.parse(r):r;if(e==="Bash"&&s.command){let t=s.command.length>50?s.command.substring(0,50)+"...":s.command;return`${e}(${t})`}if(e==="Read"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}if(e==="Edit"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}if(e==="Write"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}return e}catch{return e}}log(e,r,s,t,o){if(e<this.level)return;let n=new Date().toISOString().replace("T"," ").substring(0,23),c=W[e].padEnd(5),d=r.padEnd(6),l="";t?.correlationId?l=`[${t.correlationId}] `:t?.sessionId&&(l=`[session-${t.sessionId}] `);let u="";o!=null&&(this.level===0&&typeof o=="object"?u=`
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`+JSON.stringify(o,null,2):u=" "+this.formatData(o));let p="";if(t){let{sessionId:E,sdkSessionId:b,correlationId:_,...m}=t;Object.keys(m).length>0&&(p=` {${Object.entries(m).map(([y,T])=>`${y}=${T}`).join(", ")}}`)}let g=`[${n}] [${c}] [${d}] ${l}${s}${p}${u}`;e===3?console.error(g):console.log(g)}debug(e,r,s,t){this.log(0,e,r,s,t)}info(e,r,s,t){this.log(1,e,r,s,t)}warn(e,r,s,t){this.log(2,e,r,s,t)}error(e,r,s,t){this.log(3,e,r,s,t)}dataIn(e,r,s,t){this.info(e,`\u2192 ${r}`,s,t)}dataOut(e,r,s,t){this.info(e,`\u2190 ${r}`,s,t)}success(e,r,s,t){this.info(e,`\u2713 ${r}`,s,t)}failure(e,r,s,t){this.error(e,`\u2717 ${r}`,s,t)}timing(e,r,s,t){this.info(e,`\u23F1 ${r}`,t,{duration:`${s}ms`})}},Q=new q;var X=class{db;constructor(){j(N),this.db=new le(U),this.db.pragma("journal_mode = WAL"),this.db.pragma("synchronous = NORMAL"),this.db.pragma("foreign_keys = ON"),this.initializeSchema(),this.ensureWorkerPortColumn(),this.ensurePromptTrackingColumns(),this.removeSessionSummariesUniqueConstraint(),this.addObservationHierarchicalFields(),this.makeObservationsTextNullable(),this.createUserPromptsTable()}initializeSchema(){try{this.db.exec(`
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`).all(e)}close(){this.db.close()}};import me from"better-sqlite3";var K=(o=>(o[o.DEBUG=0]="DEBUG",o[o.INFO=1]="INFO",o[o.WARN=2]="WARN",o[o.ERROR=3]="ERROR",o[o.SILENT=4]="SILENT",o))(K||{}),Q=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=K[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,r){return`obs-${e}-${r}`}sessionId(e){return`session-${e}`}formatData(e){if(e==null)return"";if(typeof e=="string")return e;if(typeof e=="number"||typeof e=="boolean")return e.toString();if(typeof e=="object"){if(e instanceof Error)return this.level===0?`${e.message}
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${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Object.keys(e);return r.length===0?"{}":r.length<=3?JSON.stringify(e):`{${r.length} keys: ${r.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,r){if(!r)return e;try{let s=typeof r=="string"?JSON.parse(r):r;if(e==="Bash"&&s.command){let t=s.command.length>50?s.command.substring(0,50)+"...":s.command;return`${e}(${t})`}if(e==="Read"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}if(e==="Edit"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}if(e==="Write"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}return e}catch{return e}}log(e,r,s,t,o){if(e<this.level)return;let n=new Date().toISOString().replace("T"," ").substring(0,23),c=K[e].padEnd(5),d=r.padEnd(6),l="";t?.correlationId?l=`[${t.correlationId}] `:t?.sessionId&&(l=`[session-${t.sessionId}] `);let u="";o!=null&&(this.level===0&&typeof o=="object"?u=`
|
||||
`+JSON.stringify(o,null,2):u=" "+this.formatData(o));let p="";if(t){let{sessionId:f,sdkSessionId:h,correlationId:b,..._}=t;Object.keys(_).length>0&&(p=` {${Object.entries(_).map(([x,T])=>`${x}=${T}`).join(", ")}}`)}let m=`[${n}] [${c}] [${d}] ${l}${s}${p}${u}`;e===3?console.error(m):console.log(m)}debug(e,r,s,t){this.log(0,e,r,s,t)}info(e,r,s,t){this.log(1,e,r,s,t)}warn(e,r,s,t){this.log(2,e,r,s,t)}error(e,r,s,t){this.log(3,e,r,s,t)}dataIn(e,r,s,t){this.info(e,`\u2192 ${r}`,s,t)}dataOut(e,r,s,t){this.info(e,`\u2190 ${r}`,s,t)}success(e,r,s,t){this.info(e,`\u2713 ${r}`,s,t)}failure(e,r,s,t){this.error(e,`\u2717 ${r}`,s,t)}timing(e,r,s,t){this.info(e,`\u23F1 ${r}`,t,{duration:`${s}ms`})}},se=new Q;var H=class{db;constructor(){P(w),this.db=new me(X),this.db.pragma("journal_mode = WAL"),this.db.pragma("synchronous = NORMAL"),this.db.pragma("foreign_keys = ON"),this.initializeSchema(),this.ensureWorkerPortColumn(),this.ensurePromptTrackingColumns(),this.removeSessionSummariesUniqueConstraint(),this.addObservationHierarchicalFields(),this.makeObservationsTextNullable(),this.createUserPromptsTable()}initializeSchema(){try{this.db.exec(`
|
||||
CREATE TABLE IF NOT EXISTS schema_versions (
|
||||
id INTEGER PRIMARY KEY,
|
||||
version INTEGER UNIQUE NOT NULL,
|
||||
@@ -405,7 +405,7 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Obje
|
||||
UPDATE sdk_sessions
|
||||
SET sdk_session_id = ?
|
||||
WHERE id = ? AND sdk_session_id IS NULL
|
||||
`).run(r,e).changes===0?(Q.debug("DB","sdk_session_id already set, skipping update",{sessionId:e,sdkSessionId:r}),!1):!0}setWorkerPort(e,r){this.db.prepare(`
|
||||
`).run(r,e).changes===0?(se.debug("DB","sdk_session_id already set, skipping update",{sessionId:e,sdkSessionId:r}),!1):!0}setWorkerPort(e,r){this.db.prepare(`
|
||||
UPDATE sdk_sessions
|
||||
SET worker_port = ?
|
||||
WHERE id = ?
|
||||
@@ -467,31 +467,31 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Obje
|
||||
WHERE up.id IN (${c})
|
||||
ORDER BY up.created_at_epoch ${o}
|
||||
${n}
|
||||
`).all(...e)}getTimelineAroundTimestamp(e,r=10,s=10,t){return this.getTimelineAroundObservation(null,e,r,s,t)}getTimelineAroundObservation(e,r,s=10,t=10,o){let n=o?"AND project = ?":"",c=o?[o]:[],d,l;if(e!==null){let E=`
|
||||
`).all(...e)}getTimelineAroundTimestamp(e,r=10,s=10,t){return this.getTimelineAroundObservation(null,e,r,s,t)}getTimelineAroundObservation(e,r,s=10,t=10,o){let n=o?"AND project = ?":"",c=o?[o]:[],d,l;if(e!==null){let f=`
|
||||
SELECT id, created_at_epoch
|
||||
FROM observations
|
||||
WHERE id <= ? ${n}
|
||||
ORDER BY id DESC
|
||||
LIMIT ?
|
||||
`,b=`
|
||||
`,h=`
|
||||
SELECT id, created_at_epoch
|
||||
FROM observations
|
||||
WHERE id >= ? ${n}
|
||||
ORDER BY id ASC
|
||||
LIMIT ?
|
||||
`;try{let _=this.db.prepare(E).all(e,...c,s+1),m=this.db.prepare(b).all(e,...c,t+1);if(_.length===0&&m.length===0)return{observations:[],sessions:[],prompts:[]};d=_.length>0?_[_.length-1].created_at_epoch:r,l=m.length>0?m[m.length-1].created_at_epoch:r}catch(_){return console.error("[SessionStore] Error getting boundary observations:",_.message),{observations:[],sessions:[],prompts:[]}}}else{let E=`
|
||||
`;try{let b=this.db.prepare(f).all(e,...c,s+1),_=this.db.prepare(h).all(e,...c,t+1);if(b.length===0&&_.length===0)return{observations:[],sessions:[],prompts:[]};d=b.length>0?b[b.length-1].created_at_epoch:r,l=_.length>0?_[_.length-1].created_at_epoch:r}catch(b){return console.error("[SessionStore] Error getting boundary observations:",b.message),{observations:[],sessions:[],prompts:[]}}}else{let f=`
|
||||
SELECT created_at_epoch
|
||||
FROM observations
|
||||
WHERE created_at_epoch <= ? ${n}
|
||||
ORDER BY created_at_epoch DESC
|
||||
LIMIT ?
|
||||
`,b=`
|
||||
`,h=`
|
||||
SELECT created_at_epoch
|
||||
FROM observations
|
||||
WHERE created_at_epoch >= ? ${n}
|
||||
ORDER BY created_at_epoch ASC
|
||||
LIMIT ?
|
||||
`;try{let _=this.db.prepare(E).all(r,...c,s),m=this.db.prepare(b).all(r,...c,t+1);if(_.length===0&&m.length===0)return{observations:[],sessions:[],prompts:[]};d=_.length>0?_[_.length-1].created_at_epoch:r,l=m.length>0?m[m.length-1].created_at_epoch:r}catch(_){return console.error("[SessionStore] Error getting boundary timestamps:",_.message),{observations:[],sessions:[],prompts:[]}}}let u=`
|
||||
`;try{let b=this.db.prepare(f).all(r,...c,s),_=this.db.prepare(h).all(r,...c,t+1);if(b.length===0&&_.length===0)return{observations:[],sessions:[],prompts:[]};d=b.length>0?b[b.length-1].created_at_epoch:r,l=_.length>0?_[_.length-1].created_at_epoch:r}catch(b){return console.error("[SessionStore] Error getting boundary timestamps:",b.message),{observations:[],sessions:[],prompts:[]}}}let u=`
|
||||
SELECT *
|
||||
FROM observations
|
||||
WHERE created_at_epoch >= ? AND created_at_epoch <= ? ${n}
|
||||
@@ -501,13 +501,13 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Obje
|
||||
FROM session_summaries
|
||||
WHERE created_at_epoch >= ? AND created_at_epoch <= ? ${n}
|
||||
ORDER BY created_at_epoch ASC
|
||||
`,g=`
|
||||
`,m=`
|
||||
SELECT up.*, s.project, s.sdk_session_id
|
||||
FROM user_prompts up
|
||||
JOIN sdk_sessions s ON up.claude_session_id = s.claude_session_id
|
||||
WHERE up.created_at_epoch >= ? AND up.created_at_epoch <= ? ${n.replace("project","s.project")}
|
||||
ORDER BY up.created_at_epoch ASC
|
||||
`;try{let E=this.db.prepare(u).all(d,l,...c),b=this.db.prepare(p).all(d,l,...c),_=this.db.prepare(g).all(d,l,...c);return{observations:E,sessions:b.map(m=>({id:m.id,sdk_session_id:m.sdk_session_id,project:m.project,request:m.request,completed:m.completed,next_steps:m.next_steps,created_at:m.created_at,created_at_epoch:m.created_at_epoch})),prompts:_.map(m=>({id:m.id,claude_session_id:m.claude_session_id,project:m.project,prompt:m.prompt_text,created_at:m.created_at,created_at_epoch:m.created_at_epoch}))}}catch(E){return console.error("[SessionStore] Error querying timeline records:",E.message),{observations:[],sessions:[],prompts:[]}}}close(){this.db.close()}};var x,R,C=null,ge="cm__claude-mem";try{x=new B,R=new X}catch(a){console.error("[search-server] Failed to initialize search:",a.message),process.exit(1)}async function $(a,e,r){if(!C)throw new Error("Chroma client not initialized");let t=(await C.callTool({name:"chroma_query_documents",arguments:{collection_name:ge,query_texts:[a],n_results:e,include:["documents","metadatas","distances"],where:r}})).content[0]?.text||"",o;try{o=JSON.parse(t)}catch(u){return console.error("[search-server] Failed to parse Chroma response as JSON:",u),{ids:[],distances:[],metadatas:[]}}let n=[],c=o.ids?.[0]||[];for(let u of c){let p=u.match(/obs_(\d+)_/),g=u.match(/summary_(\d+)_/),E=u.match(/prompt_(\d+)/),b=null;p?b=parseInt(p[1],10):g?b=parseInt(g[1],10):E&&(b=parseInt(E[1],10)),b!==null&&!n.includes(b)&&n.push(b)}let d=o.distances?.[0]||[],l=o.metadatas?.[0]||[];return{ids:n,distances:d,metadatas:l}}function F(){return`
|
||||
`;try{let f=this.db.prepare(u).all(d,l,...c),h=this.db.prepare(p).all(d,l,...c),b=this.db.prepare(m).all(d,l,...c);return{observations:f,sessions:h.map(_=>({id:_.id,sdk_session_id:_.sdk_session_id,project:_.project,request:_.request,completed:_.completed,next_steps:_.next_steps,created_at:_.created_at,created_at_epoch:_.created_at_epoch})),prompts:b.map(_=>({id:_.id,claude_session_id:_.claude_session_id,project:_.project,prompt:_.prompt_text,created_at:_.created_at,created_at_epoch:_.created_at_epoch}))}}catch(f){return console.error("[SessionStore] Error querying timeline records:",f.message),{observations:[],sessions:[],prompts:[]}}}close(){this.db.close()}};var $,N,k=null,ye="cm__claude-mem";try{$=new G,N=new H}catch(a){console.error("[search-server] Failed to initialize search:",a.message),process.exit(1)}async function M(a,e,r){if(!k)throw new Error("Chroma client not initialized");let t=(await k.callTool({name:"chroma_query_documents",arguments:{collection_name:ye,query_texts:[a],n_results:e,include:["documents","metadatas","distances"],where:r}})).content[0]?.text||"",o;try{o=JSON.parse(t)}catch(u){return console.error("[search-server] Failed to parse Chroma response as JSON:",u),{ids:[],distances:[],metadatas:[]}}let n=[],c=o.ids?.[0]||[];for(let u of c){let p=u.match(/obs_(\d+)_/),m=u.match(/summary_(\d+)_/),f=u.match(/prompt_(\d+)/),h=null;p?h=parseInt(p[1],10):m?h=parseInt(m[1],10):f&&(h=parseInt(f[1],10)),h!==null&&!n.includes(h)&&n.push(h)}let d=o.distances?.[0]||[],l=o.metadatas?.[0]||[];return{ids:n,distances:d,metadatas:l}}function j(){return`
|
||||
---
|
||||
\u{1F4A1} Search Strategy:
|
||||
ALWAYS search with index format FIRST to get an overview and identify relevant results.
|
||||
@@ -522,65 +522,67 @@ Search workflow:
|
||||
Other tips:
|
||||
\u2022 To search by concept: Use find_by_concept tool
|
||||
\u2022 To browse by type: Use find_by_type with ["decision", "feature", etc.]
|
||||
\u2022 To sort by date: Use orderBy: "date_desc" or "date_asc"`}function P(a,e){let r=a.title||`Observation #${a.id}`,s=new Date(a.created_at_epoch).toLocaleString(),t=a.type?`[${a.type}]`:"";return`${e+1}. ${t} ${r}
|
||||
\u2022 To sort by date: Use orderBy: "date_desc" or "date_asc"`}function q(a,e){let r=a.title||`Observation #${a.id}`,s=new Date(a.created_at_epoch).toLocaleString(),t=a.type?`[${a.type}]`:"";return`${e+1}. ${t} ${r}
|
||||
Date: ${s}
|
||||
Source: claude-mem://observation/${a.id}`}function z(a,e){let r=a.request||`Session ${a.sdk_session_id.substring(0,8)}`,s=new Date(a.created_at_epoch).toLocaleString();return`${e+1}. ${r}
|
||||
Source: claude-mem://observation/${a.id}`}function re(a,e){let r=a.request||`Session ${a.sdk_session_id.substring(0,8)}`,s=new Date(a.created_at_epoch).toLocaleString();return`${e+1}. ${r}
|
||||
Date: ${s}
|
||||
Source: claude-mem://session/${a.sdk_session_id}`}function G(a,e){let r=a.title||`Observation #${a.id}`,s=[];s.push(`## ${r}`),s.push(`*Source: claude-mem://observation/${a.id}*`),s.push(""),a.subtitle&&(s.push(`**${a.subtitle}**`),s.push("")),a.narrative&&(s.push(a.narrative),s.push("")),a.text&&(s.push(a.text),s.push(""));let t=[];if(t.push(`Type: ${a.type}`),a.facts)try{let n=JSON.parse(a.facts);n.length>0&&t.push(`Facts: ${n.join("; ")}`)}catch{}if(a.concepts)try{let n=JSON.parse(a.concepts);n.length>0&&t.push(`Concepts: ${n.join(", ")}`)}catch{}if(a.files_read||a.files_modified){let n=[];if(a.files_read)try{n.push(...JSON.parse(a.files_read))}catch{}if(a.files_modified)try{n.push(...JSON.parse(a.files_modified))}catch{}n.length>0&&t.push(`Files: ${[...new Set(n)].join(", ")}`)}t.length>0&&(s.push("---"),s.push(t.join(" | ")));let o=new Date(a.created_at_epoch).toLocaleString();return s.push(""),s.push("---"),s.push(`Date: ${o}`),s.join(`
|
||||
`)}function Z(a,e){let r=a.request||`Session ${a.sdk_session_id.substring(0,8)}`,s=[];s.push(`## ${r}`),s.push(`*Source: claude-mem://session/${a.sdk_session_id}*`),s.push(""),a.completed&&(s.push(`**Completed:** ${a.completed}`),s.push("")),a.learned&&(s.push(`**Learned:** ${a.learned}`),s.push("")),a.investigated&&(s.push(`**Investigated:** ${a.investigated}`),s.push("")),a.next_steps&&(s.push(`**Next Steps:** ${a.next_steps}`),s.push("")),a.notes&&(s.push(`**Notes:** ${a.notes}`),s.push(""));let t=[];if(a.files_read||a.files_edited){let n=[];if(a.files_read)try{n.push(...JSON.parse(a.files_read))}catch{}if(a.files_edited)try{n.push(...JSON.parse(a.files_edited))}catch{}n.length>0&&t.push(`Files: ${[...new Set(n)].join(", ")}`)}let o=new Date(a.created_at_epoch).toLocaleDateString();return t.push(`Date: ${o}`),t.length>0&&(s.push("---"),s.push(t.join(" | "))),s.join(`
|
||||
`)}function Te(a,e){let r=a.prompt.length>100?a.prompt.substring(0,100)+"...":a.prompt,s=new Date(a.created_at_epoch).toLocaleString();return`${e+1}. "${r}"
|
||||
Source: claude-mem://session/${a.sdk_session_id}`}function W(a,e){let r=a.title||`Observation #${a.id}`,s=[];s.push(`## ${r}`),s.push(`*Source: claude-mem://observation/${a.id}*`),s.push(""),a.subtitle&&(s.push(`**${a.subtitle}**`),s.push("")),a.narrative&&(s.push(a.narrative),s.push("")),a.text&&(s.push(a.text),s.push(""));let t=[];if(t.push(`Type: ${a.type}`),a.facts)try{let n=JSON.parse(a.facts);n.length>0&&t.push(`Facts: ${n.join("; ")}`)}catch{}if(a.concepts)try{let n=JSON.parse(a.concepts);n.length>0&&t.push(`Concepts: ${n.join(", ")}`)}catch{}if(a.files_read||a.files_modified){let n=[];if(a.files_read)try{n.push(...JSON.parse(a.files_read))}catch{}if(a.files_modified)try{n.push(...JSON.parse(a.files_modified))}catch{}n.length>0&&t.push(`Files: ${[...new Set(n)].join(", ")}`)}t.length>0&&(s.push("---"),s.push(t.join(" | ")));let o=new Date(a.created_at_epoch).toLocaleString();return s.push(""),s.push("---"),s.push(`Date: ${o}`),s.join(`
|
||||
`)}function ne(a,e){let r=a.request||`Session ${a.sdk_session_id.substring(0,8)}`,s=[];s.push(`## ${r}`),s.push(`*Source: claude-mem://session/${a.sdk_session_id}*`),s.push(""),a.completed&&(s.push(`**Completed:** ${a.completed}`),s.push("")),a.learned&&(s.push(`**Learned:** ${a.learned}`),s.push("")),a.investigated&&(s.push(`**Investigated:** ${a.investigated}`),s.push("")),a.next_steps&&(s.push(`**Next Steps:** ${a.next_steps}`),s.push("")),a.notes&&(s.push(`**Notes:** ${a.notes}`),s.push(""));let t=[];if(a.files_read||a.files_edited){let n=[];if(a.files_read)try{n.push(...JSON.parse(a.files_read))}catch{}if(a.files_edited)try{n.push(...JSON.parse(a.files_edited))}catch{}n.length>0&&t.push(`Files: ${[...new Set(n)].join(", ")}`)}let o=new Date(a.created_at_epoch).toLocaleDateString();return t.push(`Date: ${o}`),t.length>0&&(s.push("---"),s.push(t.join(" | "))),s.join(`
|
||||
`)}function Re(a,e){let r=a.prompt.length>100?a.prompt.substring(0,100)+"...":a.prompt,s=new Date(a.created_at_epoch).toLocaleString();return`${e+1}. "${r}"
|
||||
Date: ${s} | Prompt #${a.prompt_number}
|
||||
Source: claude-mem://user-prompt/${a.id}`}function Se(a,e){let r=[];r.push(`## User Prompt #${a.prompt_number}`),r.push(`*Source: claude-mem://user-prompt/${a.id}*`),r.push(""),r.push(a.prompt),r.push(""),r.push("---");let s=new Date(a.created_at_epoch).toLocaleString();return r.push(`Date: ${s}`),r.join(`
|
||||
`)}var Re=i.object({project:i.string().optional().describe("Filter by project name"),type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).optional().describe("Filter by observation type"),concepts:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by concept tags"),files:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by file paths (partial match)"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional().describe("Start date (ISO string or epoch)"),end:i.union([i.string(),i.number()]).optional().describe("End date (ISO string or epoch)")}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),ee=[{name:"search_observations",description:'Search observations using full-text search across titles, narratives, facts, and concepts. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),...Re.shape}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(C)try{console.error("[search-server] Using hybrid semantic search (Chroma + SQLite)");let n=await $(e,100);if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=R.getObservationsByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} observations from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=x.searchObservations(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) matching "${e}":
|
||||
Source: claude-mem://user-prompt/${a.id}`}function ve(a,e){let r=[];r.push(`## User Prompt #${a.prompt_number}`),r.push(`*Source: claude-mem://user-prompt/${a.id}*`),r.push(""),r.push(a.prompt),r.push(""),r.push("---");let s=new Date(a.created_at_epoch).toLocaleString();return r.push(`Date: ${s}`),r.join(`
|
||||
`)}var Oe=i.object({project:i.string().optional().describe("Filter by project name"),type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).optional().describe("Filter by observation type"),concepts:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by concept tags"),files:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by file paths (partial match)"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional().describe("Start date (ISO string or epoch)"),end:i.union([i.string(),i.number()]).optional().describe("End date (ISO string or epoch)")}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),oe=[{name:"search_observations",description:'Search observations using full-text search across titles, narratives, facts, and concepts. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),...Oe.shape}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(k)try{console.error("[search-server] Using hybrid semantic search (Chroma + SQLite)");let n=await M(e,100);if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=N.getObservationsByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} observations from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=$.searchObservations(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) matching "${e}":
|
||||
|
||||
`,c=t.map((d,l)=>P(d,l));o=n+c.join(`
|
||||
`,c=t.map((d,l)=>q(d,l));o=n+c.join(`
|
||||
|
||||
`)+F()}else o=t.map((c,d)=>G(c,d)).join(`
|
||||
`)+j()}else o=t.map((c,d)=>W(c,d)).join(`
|
||||
|
||||
---
|
||||
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"search_sessions",description:'Search session summaries using full-text search across requests, completions, learnings, and notes. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(C)try{console.error("[search-server] Using hybrid semantic search for sessions");let n=await $(e,100,{doc_type:"session_summary"});if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=R.getSessionSummariesByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} sessions from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=x.searchSessions(e,s)),t.length===0)return{content:[{type:"text",text:`No sessions found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} session(s) matching "${e}":
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"search_sessions",description:'Search session summaries using full-text search across requests, completions, learnings, and notes. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(k)try{console.error("[search-server] Using hybrid semantic search for sessions");let n=await M(e,100,{doc_type:"session_summary"});if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=N.getSessionSummariesByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} sessions from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=$.searchSessions(e,s)),t.length===0)return{content:[{type:"text",text:`No sessions found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} session(s) matching "${e}":
|
||||
|
||||
`,c=t.map((d,l)=>z(d,l));o=n+c.join(`
|
||||
`,c=t.map((d,l)=>re(d,l));o=n+c.join(`
|
||||
|
||||
`)+F()}else o=t.map((c,d)=>Z(c,d)).join(`
|
||||
`)+j()}else o=t.map((c,d)=>ne(c,d)).join(`
|
||||
|
||||
---
|
||||
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_concept",description:'Find observations tagged with a specific concept. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({concept:i.string().describe("Concept tag to search for"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{concept:e,format:r="index",...s}=a,t=[];if(C)try{console.error("[search-server] Using metadata-first + semantic ranking for concept search");let n=x.findByConcept(e,s);if(console.error(`[search-server] Found ${n.length} observations with concept "${e}"`),n.length>0){let c=n.map(u=>u.id),d=await $(e,Math.min(c.length,100)),l=[];for(let u of d.ids)c.includes(u)&&!l.includes(u)&&l.push(u);console.error(`[search-server] Chroma ranked ${l.length} results by semantic relevance`),l.length>0&&(t=R.getObservationsByIds(l,{limit:s.limit||20}),t.sort((u,p)=>l.indexOf(u.id)-l.indexOf(p.id)))}}catch(n){console.error("[search-server] Chroma ranking failed, using SQLite order:",n.message)}if(t.length===0&&(console.error("[search-server] Using SQLite-only concept search"),t=x.findByConcept(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found with concept "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) with concept "${e}":
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_concept",description:'Find observations tagged with a specific concept. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({concept:i.string().describe("Concept tag to search for"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{concept:e,format:r="index",...s}=a,t=[];if(k)try{console.error("[search-server] Using metadata-first + semantic ranking for concept search");let n=$.findByConcept(e,s);if(console.error(`[search-server] Found ${n.length} observations with concept "${e}"`),n.length>0){let c=n.map(u=>u.id),d=await M(e,Math.min(c.length,100)),l=[];for(let u of d.ids)c.includes(u)&&!l.includes(u)&&l.push(u);console.error(`[search-server] Chroma ranked ${l.length} results by semantic relevance`),l.length>0&&(t=N.getObservationsByIds(l,{limit:s.limit||20}),t.sort((u,p)=>l.indexOf(u.id)-l.indexOf(p.id)))}}catch(n){console.error("[search-server] Chroma ranking failed, using SQLite order:",n.message)}if(t.length===0&&(console.error("[search-server] Using SQLite-only concept search"),t=$.findByConcept(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found with concept "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) with concept "${e}":
|
||||
|
||||
`,c=t.map((d,l)=>P(d,l));o=n+c.join(`
|
||||
`,c=t.map((d,l)=>q(d,l));o=n+c.join(`
|
||||
|
||||
`)+F()}else o=t.map((c,d)=>G(c,d)).join(`
|
||||
`)+j()}else o=t.map((c,d)=>W(c,d)).join(`
|
||||
|
||||
---
|
||||
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_file",description:'Find observations and sessions that reference a specific file path. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({filePath:i.string().describe("File path to search for (supports partial matching)"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{filePath:e,format:r="index",...s}=a,t=[],o=[];if(C)try{console.error("[search-server] Using metadata-first + semantic ranking for file search");let d=x.findByFile(e,s);if(console.error(`[search-server] Found ${d.observations.length} observations, ${d.sessions.length} sessions for file "${e}"`),o=d.sessions,d.observations.length>0){let l=d.observations.map(g=>g.id),u=await $(e,Math.min(l.length,100)),p=[];for(let g of u.ids)l.includes(g)&&!p.includes(g)&&p.push(g);console.error(`[search-server] Chroma ranked ${p.length} observations by semantic relevance`),p.length>0&&(t=R.getObservationsByIds(p,{limit:s.limit||20}),t.sort((g,E)=>p.indexOf(g.id)-p.indexOf(E.id)))}}catch(d){console.error("[search-server] Chroma ranking failed, using SQLite order:",d.message)}if(t.length===0&&o.length===0){console.error("[search-server] Using SQLite-only file search");let d=x.findByFile(e,s);t=d.observations,o=d.sessions}let n=t.length+o.length;if(n===0)return{content:[{type:"text",text:`No results found for file "${e}"`}]};let c;if(r==="index"){let d=`Found ${n} result(s) for file "${e}":
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_file",description:'Find observations and sessions that reference a specific file path. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({filePath:i.string().describe("File path to search for (supports partial matching)"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{filePath:e,format:r="index",...s}=a,t=[],o=[];if(k)try{console.error("[search-server] Using metadata-first + semantic ranking for file search");let d=$.findByFile(e,s);if(console.error(`[search-server] Found ${d.observations.length} observations, ${d.sessions.length} sessions for file "${e}"`),o=d.sessions,d.observations.length>0){let l=d.observations.map(m=>m.id),u=await M(e,Math.min(l.length,100)),p=[];for(let m of u.ids)l.includes(m)&&!p.includes(m)&&p.push(m);console.error(`[search-server] Chroma ranked ${p.length} observations by semantic relevance`),p.length>0&&(t=N.getObservationsByIds(p,{limit:s.limit||20}),t.sort((m,f)=>p.indexOf(m.id)-p.indexOf(f.id)))}}catch(d){console.error("[search-server] Chroma ranking failed, using SQLite order:",d.message)}if(t.length===0&&o.length===0){console.error("[search-server] Using SQLite-only file search");let d=$.findByFile(e,s);t=d.observations,o=d.sessions}let n=t.length+o.length;if(n===0)return{content:[{type:"text",text:`No results found for file "${e}"`}]};let c;if(r==="index"){let d=`Found ${n} result(s) for file "${e}":
|
||||
|
||||
`,l=[];t.forEach((u,p)=>{l.push(P(u,p))}),o.forEach((u,p)=>{l.push(z(u,p+t.length))}),c=d+l.join(`
|
||||
`,l=[];t.forEach((u,p)=>{l.push(q(u,p))}),o.forEach((u,p)=>{l.push(re(u,p+t.length))}),c=d+l.join(`
|
||||
|
||||
`)+F()}else{let d=[];t.forEach((l,u)=>{d.push(G(l,u))}),o.forEach((l,u)=>{d.push(Z(l,u+t.length))}),c=d.join(`
|
||||
`)+j()}else{let d=[];t.forEach((l,u)=>{d.push(W(l,u))}),o.forEach((l,u)=>{d.push(ne(l,u+t.length))}),c=d.join(`
|
||||
|
||||
---
|
||||
|
||||
`)}return{content:[{type:"text",text:c}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_type",description:'Find observations of a specific type (decision, bugfix, feature, refactor, discovery, change). IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).describe("Observation type(s) to filter by"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{type:e,format:r="index",...s}=a,t=Array.isArray(e)?e.join(", "):e,o=[];if(C)try{console.error("[search-server] Using metadata-first + semantic ranking for type search");let c=x.findByType(e,s);if(console.error(`[search-server] Found ${c.length} observations with type "${t}"`),c.length>0){let d=c.map(p=>p.id),l=await $(t,Math.min(d.length,100)),u=[];for(let p of l.ids)d.includes(p)&&!u.includes(p)&&u.push(p);console.error(`[search-server] Chroma ranked ${u.length} results by semantic relevance`),u.length>0&&(o=R.getObservationsByIds(u,{limit:s.limit||20}),o.sort((p,g)=>u.indexOf(p.id)-u.indexOf(g.id)))}}catch(c){console.error("[search-server] Chroma ranking failed, using SQLite order:",c.message)}if(o.length===0&&(console.error("[search-server] Using SQLite-only type search"),o=x.findByType(e,s)),o.length===0)return{content:[{type:"text",text:`No observations found with type "${t}"`}]};let n;if(r==="index"){let c=`Found ${o.length} observation(s) with type "${t}":
|
||||
`)}return{content:[{type:"text",text:c}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_type",description:'Find observations of a specific type (decision, bugfix, feature, refactor, discovery, change). IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).describe("Observation type(s) to filter by"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{type:e,format:r="index",...s}=a,t=Array.isArray(e)?e.join(", "):e,o=[];if(k)try{console.error("[search-server] Using metadata-first + semantic ranking for type search");let c=$.findByType(e,s);if(console.error(`[search-server] Found ${c.length} observations with type "${t}"`),c.length>0){let d=c.map(p=>p.id),l=await M(t,Math.min(d.length,100)),u=[];for(let p of l.ids)d.includes(p)&&!u.includes(p)&&u.push(p);console.error(`[search-server] Chroma ranked ${u.length} results by semantic relevance`),u.length>0&&(o=N.getObservationsByIds(u,{limit:s.limit||20}),o.sort((p,m)=>u.indexOf(p.id)-u.indexOf(m.id)))}}catch(c){console.error("[search-server] Chroma ranking failed, using SQLite order:",c.message)}if(o.length===0&&(console.error("[search-server] Using SQLite-only type search"),o=$.findByType(e,s)),o.length===0)return{content:[{type:"text",text:`No observations found with type "${t}"`}]};let n;if(r==="index"){let c=`Found ${o.length} observation(s) with type "${t}":
|
||||
|
||||
`,d=o.map((l,u)=>P(l,u));n=c+d.join(`
|
||||
`,d=o.map((l,u)=>q(l,u));n=c+d.join(`
|
||||
|
||||
`)+F()}else n=o.map((d,l)=>G(d,l)).join(`
|
||||
`)+j()}else n=o.map((d,l)=>W(d,l)).join(`
|
||||
|
||||
---
|
||||
|
||||
`);return{content:[{type:"text",text:n}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"get_recent_context",description:"Get recent session context including summaries and observations for a project",inputSchema:i.object({project:i.string().optional().describe("Project name (defaults to current working directory basename)"),limit:i.number().min(1).max(10).default(3).describe("Number of recent sessions to retrieve")}),handler:async a=>{try{let e=a.project||be(process.cwd()),r=a.limit||3,s=R.getRecentSessionsWithStatus(e,r);if(s.length===0)return{content:[{type:"text",text:`# Recent Session Context
|
||||
`);return{content:[{type:"text",text:n}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"get_recent_context",description:"Get recent session context including summaries and observations for a project",inputSchema:i.object({project:i.string().optional().describe("Project name (defaults to current working directory basename)"),limit:i.number().min(1).max(10).default(3).describe("Number of recent sessions to retrieve")}),handler:async a=>{try{let e=a.project||Se(process.cwd()),r=a.limit||3,s=N.getRecentSessionsWithStatus(e,r);if(s.length===0)return{content:[{type:"text",text:`# Recent Session Context
|
||||
|
||||
No previous sessions found for project "${e}".`}]};let t=[];t.push("# Recent Session Context"),t.push(""),t.push(`Showing last ${s.length} session(s) for **${e}**:`),t.push("");for(let o of s)if(o.sdk_session_id){if(t.push("---"),t.push(""),o.has_summary){let n=R.getSummaryForSession(o.sdk_session_id);if(n){let c=n.prompt_number?` (Prompt #${n.prompt_number})`:"";if(t.push(`**Summary${c}**`),t.push(""),n.request&&t.push(`**Request:** ${n.request}`),n.completed&&t.push(`**Completed:** ${n.completed}`),n.learned&&t.push(`**Learned:** ${n.learned}`),n.next_steps&&t.push(`**Next Steps:** ${n.next_steps}`),n.files_read)try{let l=JSON.parse(n.files_read);Array.isArray(l)&&l.length>0&&t.push(`**Files Read:** ${l.join(", ")}`)}catch{n.files_read.trim()&&t.push(`**Files Read:** ${n.files_read}`)}if(n.files_edited)try{let l=JSON.parse(n.files_edited);Array.isArray(l)&&l.length>0&&t.push(`**Files Edited:** ${l.join(", ")}`)}catch{n.files_edited.trim()&&t.push(`**Files Edited:** ${n.files_edited}`)}let d=new Date(n.created_at).toLocaleString();t.push(`**Date:** ${d}`)}}else if(o.status==="active"){t.push("**In Progress**"),t.push(""),o.user_prompt&&t.push(`**Request:** ${o.user_prompt}`);let n=R.getObservationsForSession(o.sdk_session_id);if(n.length>0){t.push(""),t.push(`**Observations (${n.length}):**`);for(let d of n)t.push(`- ${d.title}`)}else t.push(""),t.push("*No observations yet*");t.push(""),t.push("**Status:** Active - summary pending");let c=new Date(o.started_at).toLocaleString();t.push(`**Date:** ${c}`)}else{t.push(`**${o.status.charAt(0).toUpperCase()+o.status.slice(1)}**`),t.push(""),o.user_prompt&&t.push(`**Request:** ${o.user_prompt}`),t.push(""),t.push(`**Status:** ${o.status} - no summary available`);let n=new Date(o.started_at).toLocaleString();t.push(`**Date:** ${n}`)}t.push("")}return{content:[{type:"text",text:t.join(`
|
||||
`)}]}}catch(e){return{content:[{type:"text",text:`Failed to get recent context: ${e.message}`}],isError:!0}}}},{name:"search_user_prompts",description:'Search raw user prompts with full-text search. Use this to find what the user actually said/requested across all sessions. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for truncated prompts/dates (default, RECOMMENDED for initial search), "full" for complete prompt text (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(C)try{console.error("[search-server] Using hybrid semantic search for user prompts");let n=await $(e,100,{doc_type:"user_prompt"});if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=R.getUserPromptsByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} user prompts from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=x.searchUserPrompts(e,s)),t.length===0)return{content:[{type:"text",text:`No user prompts found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} user prompt(s) matching "${e}":
|
||||
No previous sessions found for project "${e}".`}]};let t=[];t.push("# Recent Session Context"),t.push(""),t.push(`Showing last ${s.length} session(s) for **${e}**:`),t.push("");for(let o of s)if(o.sdk_session_id){if(t.push("---"),t.push(""),o.has_summary){let n=N.getSummaryForSession(o.sdk_session_id);if(n){let c=n.prompt_number?` (Prompt #${n.prompt_number})`:"";if(t.push(`**Summary${c}**`),t.push(""),n.request&&t.push(`**Request:** ${n.request}`),n.completed&&t.push(`**Completed:** ${n.completed}`),n.learned&&t.push(`**Learned:** ${n.learned}`),n.next_steps&&t.push(`**Next Steps:** ${n.next_steps}`),n.files_read)try{let l=JSON.parse(n.files_read);Array.isArray(l)&&l.length>0&&t.push(`**Files Read:** ${l.join(", ")}`)}catch{n.files_read.trim()&&t.push(`**Files Read:** ${n.files_read}`)}if(n.files_edited)try{let l=JSON.parse(n.files_edited);Array.isArray(l)&&l.length>0&&t.push(`**Files Edited:** ${l.join(", ")}`)}catch{n.files_edited.trim()&&t.push(`**Files Edited:** ${n.files_edited}`)}let d=new Date(n.created_at).toLocaleString();t.push(`**Date:** ${d}`)}}else if(o.status==="active"){t.push("**In Progress**"),t.push(""),o.user_prompt&&t.push(`**Request:** ${o.user_prompt}`);let n=N.getObservationsForSession(o.sdk_session_id);if(n.length>0){t.push(""),t.push(`**Observations (${n.length}):**`);for(let d of n)t.push(`- ${d.title}`)}else t.push(""),t.push("*No observations yet*");t.push(""),t.push("**Status:** Active - summary pending");let c=new Date(o.started_at).toLocaleString();t.push(`**Date:** ${c}`)}else{t.push(`**${o.status.charAt(0).toUpperCase()+o.status.slice(1)}**`),t.push(""),o.user_prompt&&t.push(`**Request:** ${o.user_prompt}`),t.push(""),t.push(`**Status:** ${o.status} - no summary available`);let n=new Date(o.started_at).toLocaleString();t.push(`**Date:** ${n}`)}t.push("")}return{content:[{type:"text",text:t.join(`
|
||||
`)}]}}catch(e){return{content:[{type:"text",text:`Failed to get recent context: ${e.message}`}],isError:!0}}}},{name:"search_user_prompts",description:'Search raw user prompts with full-text search. Use this to find what the user actually said/requested across all sessions. IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.enum(["index","full"]).default("index").describe('Output format: "index" for truncated prompts/dates (default, RECOMMENDED for initial search), "full" for complete prompt text (use only after reviewing index results)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(k)try{console.error("[search-server] Using hybrid semantic search for user prompts");let n=await M(e,100,{doc_type:"user_prompt"});if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=N.getUserPromptsByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} user prompts from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=$.searchUserPrompts(e,s)),t.length===0)return{content:[{type:"text",text:`No user prompts found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} user prompt(s) matching "${e}":
|
||||
|
||||
`,c=t.map((d,l)=>Te(d,l));o=n+c.join(`
|
||||
`,c=t.map((d,l)=>Re(d,l));o=n+c.join(`
|
||||
|
||||
`)+F()}else o=t.map((c,d)=>Se(c,d)).join(`
|
||||
`)+j()}else o=t.map((c,d)=>ve(c,d)).join(`
|
||||
|
||||
---
|
||||
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"get_context_timeline",description:'Get a unified timeline of context (observations, sessions, and prompts) around a specific point in time. All record types are interleaved chronologically. Useful for understanding "what was happening when X occurred". Returns depth_before records before anchor + anchor + depth_after records after (total: depth_before + 1 + depth_after mixed records).',inputSchema:i.object({anchor:i.union([i.number().describe("Observation ID to center timeline around"),i.string().describe("Session ID (format: S123) or ISO timestamp to center timeline around")]).describe('Anchor point: observation ID, session ID (e.g., "S123"), or ISO timestamp'),depth_before:i.number().min(0).max(50).default(10).describe("Number of records to retrieve before anchor, not including anchor (default: 10)"),depth_after:i.number().min(0).max(50).default(10).describe("Number of records to retrieve after anchor, not including anchor (default: 10)"),project:i.string().optional().describe("Filter by project name")}),handler:async a=>{try{let E=function(f){return new Date(f).toLocaleString("en-US",{month:"short",day:"numeric",year:"numeric"})},b=function(f){return new Date(f).toLocaleString("en-US",{hour:"numeric",minute:"2-digit",hour12:!0})},_=function(f){return new Date(f).toLocaleString("en-US",{month:"short",day:"numeric",hour:"numeric",minute:"2-digit",hour12:!0})},m=function(f){return f?Math.ceil(f.length/4):0};var e=E,r=b,s=_,t=m;let{anchor:o,depth_before:n=10,depth_after:c=10,project:d}=a,l,u=o,p;if(typeof o=="number"){let f=R.getObservationById(o);if(!f)return{content:[{type:"text",text:`Observation #${o} not found`}],isError:!0};l=f.created_at_epoch,p=R.getTimelineAroundObservation(o,l,n,c,d)}else if(typeof o=="string")if(o.startsWith("S")||o.startsWith("#S")){let f=o.replace(/^#?S/,""),S=parseInt(f,10),A=R.getSessionSummariesByIds([S]);if(A.length===0)return{content:[{type:"text",text:`Session #${S} not found`}],isError:!0};l=A[0].created_at_epoch,u=`S${S}`,p=R.getTimelineAroundTimestamp(l,n,c,d)}else{let f=new Date(o);if(isNaN(f.getTime()))return{content:[{type:"text",text:`Invalid timestamp: ${o}`}],isError:!0};l=f.getTime(),p=R.getTimelineAroundTimestamp(l,n,c,d)}else return{content:[{type:"text",text:'Invalid anchor: must be observation ID (number), session ID (e.g., "S123"), or ISO timestamp'}],isError:!0};let g=[...p.observations.map(f=>({type:"observation",data:f,epoch:f.created_at_epoch})),...p.sessions.map(f=>({type:"session",data:f,epoch:f.created_at_epoch})),...p.prompts.map(f=>({type:"prompt",data:f,epoch:f.created_at_epoch}))];if(g.sort((f,S)=>f.epoch-S.epoch),g.length===0)return{content:[{type:"text",text:`No context found around ${new Date(l).toLocaleString()} (${n} records before, ${c} records after)`}]};let h=[];h.push(`# Timeline around anchor: ${u}`),h.push(`**Window:** ${n} records before \u2192 ${c} records after | **Items:** ${g.length} (${p.observations.length} obs, ${p.sessions.length} sessions, ${p.prompts.length} prompts)`),h.push(""),h.push("**Legend:** \u{1F3AF} session-request | \u{1F534} bugfix | \u{1F7E3} feature | \u{1F504} refactor | \u2705 change | \u{1F535} discovery | \u{1F9E0} decision"),h.push("");let y=new Map;for(let f of g){let S=E(f.epoch);y.has(S)||y.set(S,[]),y.get(S).push(f)}let T=Array.from(y.entries()).sort((f,S)=>{let A=new Date(f[0]).getTime(),D=new Date(S[0]).getTime();return A-D});for(let[f,S]of T){h.push(`### ${f}`),h.push("");let A=null,D="",w=!1;for(let O of S){let V=typeof u=="number"&&O.type==="observation"&&O.data.id===u||typeof u=="string"&&u.startsWith("S")&&O.type==="session"&&`S${O.data.id}`===u;if(O.type==="session"){w&&(h.push(""),w=!1,A=null,D="");let v=O.data,k=v.request||"Session summary",L=`claude-mem://session-summary/${v.id}`,M=V?" \u2190 **ANCHOR**":"";h.push(`**\u{1F3AF} #S${v.id}** ${k} (${_(O.epoch)}) [\u2192](${L})${M}`),h.push("")}else if(O.type==="prompt"){w&&(h.push(""),w=!1,A=null,D="");let v=O.data,k=v.prompt.length>100?v.prompt.substring(0,100)+"...":v.prompt;h.push(`**\u{1F4AC} User Prompt #${v.prompt_number}** (${_(O.epoch)})`),h.push(`> ${k}`),h.push("")}else if(O.type==="observation"){let v=O.data,k="General";k!==A&&(w&&h.push(""),h.push(`**${k}**`),h.push("| ID | Time | T | Title | Tokens |"),h.push("|----|------|---|-------|--------|"),A=k,w=!0,D="");let L="\u2022";switch(v.type){case"bugfix":L="\u{1F534}";break;case"feature":L="\u{1F7E3}";break;case"refactor":L="\u{1F504}";break;case"change":L="\u2705";break;case"discovery":L="\u{1F535}";break;case"decision":L="\u{1F9E0}";break}let M=b(O.epoch),te=v.title||"Untitled",se=m(v.narrative),re=M!==D?M:"\u2033";D=M;let ne=V?" \u2190 **ANCHOR**":"";h.push(`| #${v.id} | ${re} | ${L} | ${te}${ne} | ~${se} |`)}}w&&h.push("")}return{content:[{type:"text",text:h.join(`
|
||||
`)}]}}catch(o){return{content:[{type:"text",text:`Timeline query failed: ${o.message}`}],isError:!0}}}}],Y=new ue({name:"claude-mem-search",version:"1.0.0"},{capabilities:{tools:{}}});Y.setRequestHandler(fe,async()=>({tools:ee.map(a=>({name:a.name,description:a.description,inputSchema:Ee(a.inputSchema)}))}));Y.setRequestHandler(_e,async a=>{let e=ee.find(r=>r.name===a.params.name);if(!e)throw new Error(`Unknown tool: ${a.params.name}`);try{return await e.handler(a.params.arguments||{})}catch(r){return{content:[{type:"text",text:`Tool execution failed: ${r.message}`}],isError:!0}}});async function ye(){let a=new pe;await Y.connect(a),console.error("[search-server] Claude-mem search server started"),setTimeout(async()=>{try{console.error("[search-server] Initializing Chroma client...");let e=new he({command:"uvx",args:["chroma-mcp","--client-type","persistent","--data-dir",J]}),r=new me({name:"claude-mem-search-chroma-client",version:"1.0.0"},{capabilities:{}});await r.connect(e),C=r,console.error("[search-server] Chroma client connected successfully")}catch(e){console.error("[search-server] Failed to initialize Chroma client:",e.message),console.error("[search-server] Falling back to FTS5-only search"),C=null}},0)}ye().catch(a=>{console.error("[search-server] Fatal error:",a),process.exit(1)});
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"get_context_timeline",description:'Get a unified timeline of context (observations, sessions, and prompts) around a specific point in time. All record types are interleaved chronologically. Useful for understanding "what was happening when X occurred". Returns depth_before records before anchor + anchor + depth_after records after (total: depth_before + 1 + depth_after mixed records).',inputSchema:i.object({anchor:i.union([i.number().describe("Observation ID to center timeline around"),i.string().describe("Session ID (format: S123) or ISO timestamp to center timeline around")]).describe('Anchor point: observation ID, session ID (e.g., "S123"), or ISO timestamp'),depth_before:i.number().min(0).max(50).default(10).describe("Number of records to retrieve before anchor, not including anchor (default: 10)"),depth_after:i.number().min(0).max(50).default(10).describe("Number of records to retrieve after anchor, not including anchor (default: 10)"),project:i.string().optional().describe("Filter by project name")}),handler:async a=>{try{let f=function(g){return new Date(g).toLocaleString("en-US",{month:"short",day:"numeric",year:"numeric"})},h=function(g){return new Date(g).toLocaleString("en-US",{hour:"numeric",minute:"2-digit",hour12:!0})},b=function(g){return new Date(g).toLocaleString("en-US",{month:"short",day:"numeric",hour:"numeric",minute:"2-digit",hour12:!0})},_=function(g){return g?Math.ceil(g.length/4):0};var e=f,r=h,s=b,t=_;let{anchor:o,depth_before:n=10,depth_after:c=10,project:d}=a,l,u=o,p;if(typeof o=="number"){let g=N.getObservationById(o);if(!g)return{content:[{type:"text",text:`Observation #${o} not found`}],isError:!0};l=g.created_at_epoch,p=N.getTimelineAroundObservation(o,l,n,c,d)}else if(typeof o=="string")if(o.startsWith("S")||o.startsWith("#S")){let g=o.replace(/^#?S/,""),I=parseInt(g,10),S=N.getSessionSummariesByIds([I]);if(S.length===0)return{content:[{type:"text",text:`Session #${I} not found`}],isError:!0};l=S[0].created_at_epoch,u=`S${I}`,p=N.getTimelineAroundTimestamp(l,n,c,d)}else{let g=new Date(o);if(isNaN(g.getTime()))return{content:[{type:"text",text:`Invalid timestamp: ${o}`}],isError:!0};l=g.getTime(),p=N.getTimelineAroundTimestamp(l,n,c,d)}else return{content:[{type:"text",text:'Invalid anchor: must be observation ID (number), session ID (e.g., "S123"), or ISO timestamp'}],isError:!0};let m=[...p.observations.map(g=>({type:"observation",data:g,epoch:g.created_at_epoch})),...p.sessions.map(g=>({type:"session",data:g,epoch:g.created_at_epoch})),...p.prompts.map(g=>({type:"prompt",data:g,epoch:g.created_at_epoch}))];if(m.sort((g,I)=>g.epoch-I.epoch),m.length===0)return{content:[{type:"text",text:`No context found around ${new Date(l).toLocaleString()} (${n} records before, ${c} records after)`}]};let E=[];E.push(`# Timeline around anchor: ${u}`),E.push(`**Window:** ${n} records before \u2192 ${c} records after | **Items:** ${m.length} (${p.observations.length} obs, ${p.sessions.length} sessions, ${p.prompts.length} prompts)`),E.push(""),E.push("**Legend:** \u{1F3AF} session-request | \u{1F534} bugfix | \u{1F7E3} feature | \u{1F504} refactor | \u2705 change | \u{1F535} discovery | \u{1F9E0} decision"),E.push("");let x=new Map;for(let g of m){let I=f(g.epoch);x.has(I)||x.set(I,[]),x.get(I).push(g)}let T=Array.from(x.entries()).sort((g,I)=>{let S=new Date(g[0]).getTime(),O=new Date(I[0]).getTime();return S-O});for(let[g,I]of T){E.push(`### ${g}`),E.push("");let S=null,O="",C=!1;for(let v of I){let F=typeof u=="number"&&v.type==="observation"&&v.data.id===u||typeof u=="string"&&u.startsWith("S")&&v.type==="session"&&`S${v.data.id}`===u;if(v.type==="session"){C&&(E.push(""),C=!1,S=null,O="");let y=v.data,U=y.request||"Session summary",R=`claude-mem://session-summary/${y.id}`,A=F?" \u2190 **ANCHOR**":"";E.push(`**\u{1F3AF} #S${y.id}** ${U} (${b(v.epoch)}) [\u2192](${R})${A}`),E.push("")}else if(v.type==="prompt"){C&&(E.push(""),C=!1,S=null,O="");let y=v.data,U=y.prompt.length>100?y.prompt.substring(0,100)+"...":y.prompt;E.push(`**\u{1F4AC} User Prompt #${y.prompt_number}** (${b(v.epoch)})`),E.push(`> ${U}`),E.push("")}else if(v.type==="observation"){let y=v.data,U="General";U!==S&&(C&&E.push(""),E.push(`**${U}**`),E.push("| ID | Time | T | Title | Tokens |"),E.push("|----|------|---|-------|--------|"),S=U,C=!0,O="");let R="\u2022";switch(y.type){case"bugfix":R="\u{1F534}";break;case"feature":R="\u{1F7E3}";break;case"refactor":R="\u{1F504}";break;case"change":R="\u2705";break;case"discovery":R="\u{1F535}";break;case"decision":R="\u{1F9E0}";break}let A=h(v.epoch),D=y.title||"Untitled",B=_(y.narrative),Y=A!==O?A:"\u2033";O=A;let Z=F?" \u2190 **ANCHOR**":"";E.push(`| #${y.id} | ${Y} | ${R} | ${D}${Z} | ~${B} |`)}}C&&E.push("")}return{content:[{type:"text",text:E.join(`
|
||||
`)}]}}catch(o){return{content:[{type:"text",text:`Timeline query failed: ${o.message}`}],isError:!0}}}},{name:"get_timeline_by_query",description:'Search for observations using natural language and get timeline context around the best match. Two modes: "auto" (default) automatically uses top result as timeline anchor; "interactive" returns top matches for you to choose from. This combines search + timeline into a single operation for faster context discovery.',inputSchema:i.object({query:i.string().describe("Natural language search query to find relevant observations"),mode:i.enum(["auto","interactive"]).default("auto").describe("auto: Automatically use top search result as timeline anchor. interactive: Show top N search results for manual anchor selection."),depth_before:i.number().min(0).max(50).default(10).describe("Number of timeline records before anchor (default: 10)"),depth_after:i.number().min(0).max(50).default(10).describe("Number of timeline records after anchor (default: 10)"),limit:i.number().min(1).max(20).default(5).describe("For interactive mode: number of top search results to display (default: 5)"),project:i.string().optional().describe("Filter by project name")}),handler:async a=>{try{let{query:o,mode:n="auto",depth_before:c=10,depth_after:d=10,limit:l=5,project:u}=a,p=[];if(k)try{console.error("[search-server] Using hybrid semantic search for timeline query");let m=await M(o,100);if(console.error(`[search-server] Chroma returned ${m.ids.length} semantic matches`),m.ids.length>0){let f=Math.floor(Date.now()/1e3)-7776e3,h=m.ids.filter((b,_)=>{let E=m.metadatas[_];return E&&E.created_at_epoch>f});console.error(`[search-server] ${h.length} results within 90-day window`),h.length>0&&(p=N.getObservationsByIds(h,{orderBy:"date_desc",limit:n==="auto"?1:l}),console.error(`[search-server] Hydrated ${p.length} observations from SQLite`))}}catch(m){console.error("[search-server] Chroma query failed, falling back to FTS5:",m.message)}if(p.length===0&&(console.error("[search-server] Using FTS5 keyword search"),p=$.searchObservations(o,{orderBy:"relevance",limit:n==="auto"?1:l,project:u})),p.length===0)return{content:[{type:"text",text:`No observations found matching "${o}". Try a different search query.`}]};if(n==="interactive"){let m=[];m.push("# Timeline Anchor Search Results"),m.push(""),m.push(`Found ${p.length} observation(s) matching "${o}"`),m.push(""),m.push("To get timeline context around any of these observations, use the `get_context_timeline` tool with the observation ID as the anchor."),m.push(""),m.push(`**Top ${p.length} matches:**`),m.push("");for(let f=0;f<p.length;f++){let h=p[f],b=h.title||`Observation #${h.id}`,_=new Date(h.created_at_epoch).toLocaleString(),E=h.type?`[${h.type}]`:"";m.push(`${f+1}. **${E} ${b}**`),m.push(` - ID: ${h.id}`),m.push(` - Date: ${_}`),h.subtitle&&m.push(` - ${h.subtitle}`),m.push(` - Source: claude-mem://observation/${h.id}`),m.push("")}return{content:[{type:"text",text:m.join(`
|
||||
`)}]}}else{let b=function(S){return new Date(S).toLocaleString("en-US",{month:"short",day:"numeric",year:"numeric"})},_=function(S){return new Date(S).toLocaleString("en-US",{hour:"numeric",minute:"2-digit",hour12:!0})},E=function(S){return new Date(S).toLocaleString("en-US",{month:"short",day:"numeric",hour:"numeric",minute:"2-digit",hour12:!0})},x=function(S){return S?Math.ceil(S.length/4):0};var e=b,r=_,s=E,t=x;let m=p[0];console.error(`[search-server] Auto mode: Using observation #${m.id} as timeline anchor`);let f=N.getTimelineAroundObservation(m.id,m.created_at_epoch,c,d,u),h=[...f.observations.map(S=>({type:"observation",data:S,epoch:S.created_at_epoch})),...f.sessions.map(S=>({type:"session",data:S,epoch:S.created_at_epoch})),...f.prompts.map(S=>({type:"prompt",data:S,epoch:S.created_at_epoch}))];if(h.sort((S,O)=>S.epoch-O.epoch),h.length===0)return{content:[{type:"text",text:`Found observation #${m.id} matching "${o}", but no timeline context available (${c} records before, ${d} records after).`}]};let T=[];T.push(`# Timeline for query: "${o}"`),T.push(`**Anchor:** Observation #${m.id} - ${m.title||"Untitled"}`),T.push(`**Window:** ${c} records before \u2192 ${d} records after | **Items:** ${h.length} (${f.observations.length} obs, ${f.sessions.length} sessions, ${f.prompts.length} prompts)`),T.push(""),T.push("**Legend:** \u{1F3AF} session-request | \u{1F534} bugfix | \u{1F7E3} feature | \u{1F504} refactor | \u2705 change | \u{1F535} discovery | \u{1F9E0} decision"),T.push("");let g=new Map;for(let S of h){let O=b(S.epoch);g.has(O)||g.set(O,[]),g.get(O).push(S)}let I=Array.from(g.entries()).sort((S,O)=>{let C=new Date(S[0]).getTime(),v=new Date(O[0]).getTime();return C-v});for(let[S,O]of I){T.push(`### ${S}`),T.push("");let C=null,v="",F=!1;for(let y of O){let U=y.type==="observation"&&y.data.id===m.id;if(y.type==="session"){F&&(T.push(""),F=!1,C=null,v="");let R=y.data,A=R.request||"Session summary",D=`claude-mem://session-summary/${R.id}`;T.push(`**\u{1F3AF} #S${R.id}** ${A} (${E(y.epoch)}) [\u2192](${D})`),T.push("")}else if(y.type==="prompt"){F&&(T.push(""),F=!1,C=null,v="");let R=y.data,A=R.prompt.length>100?R.prompt.substring(0,100)+"...":R.prompt;T.push(`**\u{1F4AC} User Prompt #${R.prompt_number}** (${E(y.epoch)})`),T.push(`> ${A}`),T.push("")}else if(y.type==="observation"){let R=y.data,A="General";A!==C&&(F&&T.push(""),T.push(`**${A}**`),T.push("| ID | Time | T | Title | Tokens |"),T.push("|----|------|---|-------|--------|"),C=A,F=!0,v="");let D="\u2022";switch(R.type){case"bugfix":D="\u{1F534}";break;case"feature":D="\u{1F7E3}";break;case"refactor":D="\u{1F504}";break;case"change":D="\u2705";break;case"discovery":D="\u{1F535}";break;case"decision":D="\u{1F9E0}";break}let B=_(y.epoch),z=R.title||"Untitled",Y=x(R.narrative),ie=B!==v?B:"\u2033";v=B;let ae=U?" \u2190 **ANCHOR**":"";T.push(`| #${R.id} | ${ie} | ${D} | ${z}${ae} | ~${Y} |`)}}F&&T.push("")}return{content:[{type:"text",text:T.join(`
|
||||
`)}]}}}catch(o){return{content:[{type:"text",text:`Timeline query failed: ${o.message}`}],isError:!0}}}}],J=new he({name:"claude-mem-search",version:"1.0.0"},{capabilities:{tools:{}}});J.setRequestHandler(ge,async()=>({tools:oe.map(a=>({name:a.name,description:a.description,inputSchema:Te(a.inputSchema)}))}));J.setRequestHandler(be,async a=>{let e=oe.find(r=>r.name===a.params.name);if(!e)throw new Error(`Unknown tool: ${a.params.name}`);try{return await e.handler(a.params.arguments||{})}catch(r){return{content:[{type:"text",text:`Tool execution failed: ${r.message}`}],isError:!0}}});async function Ie(){let a=new _e;await J.connect(a),console.error("[search-server] Claude-mem search server started"),setTimeout(async()=>{try{console.error("[search-server] Initializing Chroma client...");let e=new Ee({command:"uvx",args:["chroma-mcp","--client-type","persistent","--data-dir",te]}),r=new fe({name:"claude-mem-search-chroma-client",version:"1.0.0"},{capabilities:{}});await r.connect(e),k=r,console.error("[search-server] Chroma client connected successfully")}catch(e){console.error("[search-server] Failed to initialize Chroma client:",e.message),console.error("[search-server] Falling back to FTS5-only search"),k=null}},0)}Ie().catch(a=>{console.error("[search-server] Fatal error:",a),process.exit(1)});
|
||||
|
||||
Reference in New Issue
Block a user