ClaudeHistoryMCP

ClaudeHistoryMCP

An MCP server that makes Claude Code conversation history searchable and proactively useful by indexing past sessions with hybrid BM25+TF-IDF search, extracting decisions and solutions, and auto-injecting relevant project context at session start.

Category
访问服务器

README

Claude History MCP

An MCP server that makes your Claude Code conversation history searchable and proactively useful. Indexes all past sessions with hybrid BM25 + TF-IDF search, extracts knowledge (decisions, solutions, error fixes), and auto-injects project context at session start.

What it does

Claude Code stores full conversation transcripts as JSONL files in ~/.claude/projects/. This MCP server indexes them and provides 6 tools:

Tool Purpose
search_history Full-text search across all conversations with filter syntax
find_solutions Find how you fixed errors/problems before
get_session_summary Structured summary of any session
list_projects List all projects with session counts and dates
find_patterns Discover recurring topics, workflows, and issues
get_project_context Full project context (recent sessions, decisions, knowledge)
cloud_sync_push Push knowledge and sessions to cloud server
cloud_sync_pull Pull knowledge and sessions from cloud server
cloud_sync_status Check cloud sync configuration and connection

Key features

  • Hybrid search: BM25 (keyword precision) + TF-IDF (semantic recall) fused with Reciprocal Rank Fusion
  • Filter syntax: project:name, before:7d, after:2024-01-15, tool:Bash
  • Knowledge extraction: Automatically extracts decisions, solutions, and error→fix patterns from conversations
  • Proactive context: Session-start hook injects relevant project history into new sessions
  • Incremental indexing: File watcher detects new/changed sessions and re-indexes automatically
  • Fast: Index build ~9s for 170 sessions, searches <200ms

How it works

┌──────────────────────────────────────────────────────┐
│                  ClaudeHistoryMCP                     │
├──────────────┬───────────────┬───────────────────────┤
│  MCP Server  │  /claude-history  │  SessionStart Hook │
│  (6 tools)   │  Skill            │  (auto-context)    │
├──────────────┴───────────────┴───────────────────────┤
│              Hybrid Search Engine                     │
│          BM25 (keywords) + TF-IDF (semantic)         │
├──────────────────────────────────────────────────────┤
│  Indexing Pipeline  │  Knowledge Layer  │  Summaries  │
├──────────────────────────────────────────────────────┤
│  JSONL Parsers  │  File Watcher  │  Document Store    │
└──────────────────────────────────────────────────────┘
         ↕                    ↕
~/.claude/history.jsonl    ~/.claude/projects/*/*.jsonl

Search engine

  1. Tokenizer: lowercase → strip markdown → split → remove stop words → Porter stem → bigrams
  2. BM25: Inverted index for keyword precision (Okapi BM25, k1=1.2, b=0.75)
  3. TF-IDF: Sparse vectors + cosine similarity for semantic recall
  4. Fusion: Reciprocal Rank Fusion (RRF) combining both rankings
  5. Boosting: recency (7d=1.2x, 30d=1.1x) + project-match (1.3x if cwd matches)

Knowledge extraction

When sessions end (file stops changing for 5+ minutes), the system automatically extracts:

  • Decisions: "decided to", "going with", "chose" patterns
  • Solutions: "fixed", "solved", "the issue was" patterns
  • Error fixes: error → resolution sequences

Data storage

Runtime data stored at ~/.claude-history-mcp/:

~/.claude-history-mcp/
  index.msgpack               # Serialized search index
  knowledge.json              # Extracted knowledge entries
  summaries/{sessionId}.json  # Cached session summaries
  meta.json                   # Last-indexed timestamps

Installation

git clone https://github.com/jhammant/ClaudeHistoryMCP.git
cd ClaudeHistoryMCP
npm install
npm run build

1. Build the search index

npm run build-index

This parses all your Claude Code conversation history and builds the search index. Takes ~10 seconds for ~170 sessions.

2. Register the MCP server

claude mcp add claude-history -- node "/path/to/ClaudeHistoryMCP/dist/index.js"

3. Install the session-start hook and skill (optional)

npm run install-hook

This registers a SessionStart hook in ~/.claude/settings.json that auto-injects project context, and installs the /claude-history skill.

4. Add to your CLAUDE.md (recommended)

Add the following to your global ~/.claude/CLAUDE.md to ensure Claude proactively uses history tools:

## Claude History MCP

When the `claude-history` MCP is available, use it proactively:

- **Session start**: Use `get_project_context` to check for prior decisions, patterns, and recent session summaries for the current project
- **Debugging**: Use `find_solutions` to search history for past fixes before starting from scratch
- **Context questions**: When the user asks "have we done X before", "what did we decide", or similar — use `search_history` to find relevant past conversations
- **Patterns**: Use `find_patterns` to identify recurring workflows or issues when relevant

Without this, Claude has access to the tools but may not always think to reach for them.

5. Configure cloud sync (optional)

To sync knowledge across devices or share with a team, set up ClaudeHistory Cloud:

export CLAUDE_HISTORY_API_URL=https://your-server.com
export CLAUDE_HISTORY_API_KEY=your-api-key
export CLAUDE_HISTORY_TEAM_ID=optional-team-uuid  # for team sync

Then use the cloud_sync_push and cloud_sync_pull tools to sync.

Usage

Via MCP tools (automatic)

Once registered, Claude Code can use the tools directly:

User: "Have I dealt with this ECONNREFUSED error before?"
Claude: [calls find_solutions with "ECONNREFUSED"]
→ Shows past solutions from your history

Via the /claude-history skill

/claude-history docker network error          # General search
/claude-history --solutions ECONNREFUSED      # Find past error fixes
/claude-history --summary                     # Summarize last session
/claude-history --patterns                    # Discover recurring patterns
/claude-history --context                     # Get full project context
/claude-history --projects                    # List all projects

Filter syntax

Queries support inline filters:

search_history("docker error project:ghostty after:7d")
search_history("authentication tool:Bash before:2024-06-01")
search_history("deployment project:myapp after:30d")
  • project:name — filter to a project (partial match)
  • before:date / after:date — date filter (ISO or relative: 7d, 1w, 1m, 1y)
  • tool:name — filter to sessions using a specific tool

Session-start hook

When you start a new Claude Code session, the hook automatically outputs:

[ClaudeHistory] Previous context for myproject:
- Last session (2 days ago): Fixed Docker networking — switched to host networking
- Key decision: Use systemd timer instead of cron for scheduling
- Solution found: CORS issue resolved by adding proxy config

Project structure

src/
  index.ts                    # MCP server entry (stdio transport)
  server.ts                   # Tool registration via McpServer + zod
  config.ts                   # Paths, constants, defaults
  parsers/
    history-parser.ts         # Parse ~/.claude/history.jsonl
    session-parser.ts         # Stream-parse session JSONL files
    content-extractor.ts      # Extract text from message content arrays
  indexing/
    index-manager.ts          # Orchestrate indexing, persistence, incremental updates
    bm25.ts                   # BM25 inverted index (Okapi BM25)
    tfidf.ts                  # TF-IDF vectors + cosine similarity
    tokenizer.ts              # Tokenize, stem, stop words, bigrams
    document-store.ts         # Store indexed document chunks + metadata
  search/
    search-engine.ts          # Hybrid search: BM25 + TF-IDF + RRF fusion
    query-processor.ts        # Parse query syntax (project:, before:, after:)
    result-ranker.ts          # Score fusion, recency/project boost, dedup
  knowledge/
    knowledge-store.ts        # Persist extracted knowledge entries
    session-summarizer.ts     # Generate session summaries (heuristic, no LLM)
    knowledge-extractor.ts    # Extract decisions, solutions, error fixes
  sync/
    cloud-client.ts           # HTTP client for ClaudeHistory Cloud API
    sync-state.ts             # Track last sync timestamps
  watcher/
    file-watcher.ts           # Debounced fs.watch on conversation files
    incremental-indexer.ts    # Diff mtimes, re-index only changed files
  tools/                      # One file per MCP tool handler
  hooks/
    session-start-hook.ts     # Auto-inject project context on session start
  utils/
    stemmer.ts                # Inline Porter stemmer (no deps)
    path-encoder.ts           # Encode/decode Claude's project path format
    cache.ts                  # LRU cache
  cli/
    build-index.ts            # Build the full search index
    install.ts                # Install hook + skill
commands/
  claude-history.md           # /claude-history skill definition
tests/                        # Unit + integration tests (82 tests)

Dependencies

Minimal — only 2 runtime dependencies:

  • @modelcontextprotocol/sdk — MCP protocol
  • msgpackr — efficient index serialization
  • zod — schema validation (peer dep of MCP SDK)

Porter stemmer and stop words are implemented inline.

Development

npm run dev          # Run with tsx (no build needed)
npm run build        # Compile TypeScript
npm test             # Run tests
npm run test:watch   # Watch mode
npm run build-index  # Rebuild the search index

License

MIT

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选