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Melchizedek

by louis49version 1.0.2i★ –iRuns on your computer
Registry nameio.github.louis49/melchizedek

Install

Overview

Description from the maker (original English)

Persistent memory for Claude Code — offline, single-file, hybrid search.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "melchizedek": {
      "command": "npx",
      "args": [
        "-y",
        "melchizedek"
      ]
    }
  }
}

Run this in your terminal

claude mcp add melchizedek -- npx -y melchizedek

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "melchizedek": {
      "command": "npx",
      "args": [
        "-y",
        "melchizedek"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "melchizedek": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "melchizedek"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account louis49, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 7277 servers in this category
  • Published to the registry more recently than 4% of the other 7277 servers in this category
  • Basic checks equal to or better than 100% of the other 7277 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Melchizedek safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.2) reached the registry 8 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Melchizedek

Persistent memory for Claude Code. Automatically indexes every conversation and provides production-grade hybrid search (BM25 + vectors + reranker) via MCP tools. 100% local, zero config, zero API keys, zero invoice.


Why Melchizedek?

Claude Code forgets everything between sessions - and knows nothing about your other projects. Melchizedek fixes both.

It runs silently in the background - indexing your conversations as you work - then gives Claude the ability to search across your entire history, across all projects: past debugging sessions, architectural decisions, error solutions, code patterns.

No cloud. No API keys. No config. Plug and ask.

How it works

~/.claude/projects/**/*.jsonl       (your conversation transcripts - read-only)

| v SessionEnd hook (auto-triggers after each session) | v +-----------------+ | Indexer | Parse JSONL -> chunk pairs -> SHA-256 dedup | (better-sqlite3)| FTS5 tokenize -> vector embed (optional) +-----------------+ | v ~/.melchizedek/memory.db (single SQLite file, WAL mode) | v +-----------------+ | MCP Server | 16 search & management tools | (stdio) | Hybrid: BM25 + vectors + RRF + reranker +-----------------+ | v Claude Code (searches your history via MCP)

Search pipeline - 4 levels of graceful degradation

Every layer is optional. The plugin works with BM25 alone and gets better as more components are available.

LevelComponentWhat it addsDependency
1BM25 (FTS5)Keyword search with stemmingNone (always active)
2Dual vectors (sqlite-vec)Semantic search - text (MiniLM 384d) + code (Jina 768d)@huggingface/transformers (optional)
3RRF fusionMerges BM25 + text vectors + code vectors via Reciprocal Rank FusionVectors enabled
4RerankerCross-encoder re-scoring of top resultsTransformers.js or node-llama-cpp (optional)

Performance

Measured with npm run bench - 100 sessions, 1 000 chunks, on a single SQLite file.

MetricResultTarget
Indexation (100 sessions)~80 ms< 10 s
BM25 search (mean)~0.2 ms< 50 ms
DB size (100 sessions)~1.4 MB< 30 MB
Tokens per search~125< 2 000

Quick Start

npm (recommended)
npm install -g melchizedek

Add the MCP server to Claude Code:

claude mcp add --scope user melchizedek -- melchizedek-server
npx (no install)
claude mcp add --scope user melchizedek -- npx melchizedek-server
From source
git clone https://github.com/louis49/melchizedek.git

cd melchizedek && npm install && npm run build claude --mcp-config .mcp.json

Claude Code plugin marketplace *(coming soon)*

Plugin review pending. In the meantime, use npm or npx install above.

claude plugin install melchizedek   # not yet available
Setting up hooks (automatic indexing)

The MCP server provides search tools, but hooks trigger automatic indexing. Without hooks, you'd need to manually index sessions.

For marketplace installs, hooks are configured automatically. For npm/npx/source installs, add hooks to ~/.claude/settings.json.

See docs/installation.md for the full JSON configuration, hook reference, and troubleshooting.

After setup, restart Claude Code. Indexing starts automatically.

MCP Tools

Search (start here)
ToolDescription
m9k_searchSearch indexed conversations. Returns compact snippets. Current project boosted. Supports since/until date filters and order (score, date_asc, date_desc).
m9k_contextGet a chunk with surrounding context (adjacent chunks in the same session).
m9k_fullRetrieve full content of chunks by IDs.

Progressive retrieval pattern - search returns ~50 tokens/result, context ~200-300, full ~500-1000. Start with m9k_search, drill down only when needed. 4x token savings vs loading everything.

Context-aware ranking - results from your current project (×1.5) and current session (×1.2) are automatically promoted. Cross-project results remain visible.

Specialized search
ToolDescription
m9k_file_historyFind past conversations that touched a specific file.
m9k_errorsFind past solutions for an error message.
m9k_similar_workFind past approaches to similar tasks. Prioritizes rich metadata.
Memory management
ToolDescription
m9k_saveManually save a memory note for future recall.
m9k_sessionsList all indexed sessions, optionally filtered by project.
m9k_infoShow memory index info: corpus size, search pipeline, embedding worker, usage metrics.
m9k_configView or update plugin configuration.
m9k_forgetPermanently remove a chunk from the index.
m9k_delete_sessionDelete a session from the index.
m9k_ignore_projectExclude a project from indexing. Future sessions won't be indexed, existing ones optionally purged.
m9k_unignore_projectRe-enable indexing for a previously ignored project. Purged data is not restored.
m9k_restartRestart the MCP server to load fresh code after npm run build. Supports force: true for stuck processes.
Usage guide
ToolDescription
__USAGE_GUIDEPhantom tool. Its description teaches Claude the retrieval pattern and available tools.

Configuration

Zero config by default. Everything is tunable via m9k_config or environment variables.

SettingDefaultEnv var
Database path~/.melchizedek/memory.dbM9K_DB_PATH
Daemon modeenabledM9K_NO_DAEMON=1 to disable
Log levelwarnM9K_LOG_LEVEL
Embeddings enabledtrueM9K_EMBEDDINGS=false to disable
Reranker enabledtrueM9K_RERANKER=false to disable

See docs/configuration.md for the full settings reference (20+ options, env vars, config file examples).

Enhanced Search

Melchizedek works out of the box with BM25 keyword search. Text embeddings (MiniLM) download automatically on first use for semantic search.

For GPU-accelerated code embeddings (Ollama), cross-encoder reranking (GGUF models), platform-specific setup guides, and the full model reference, see [Enhanced Search Setup](docs/enhanced-search.md).

How is this different?

Melchizedekclaude-historian-mcpclaude-memepisodic-memorymcp-memory-service
PhilosophySearch engine - indexes everything, you searchSearch engine - scans JSONL on demandNotebook - AI compresses & savesSearch engineNotebook - AI decides what to store
Indexes raw conversationsYes (JSONL transcripts)Yes (direct JSONL read, no persistent index)Compressed summariesYes (JSONL)No (manual store_memory)
Retroactive on installYes (backfills all history)Yes (reads existing files)NoYesNo (empty at start)
SearchBM25 + vectors + RRF + rerankerTF-IDF + fuzzy matchingFTS5 + ChromaDBVectors onlyBM25 + vectors
Progressive retrieval3 layers (search/context/full)NoNoNoNo
100% offlineYesYesNo (needs API for compression)YesYes
Single-file storageSQLiteNone (reads raw JSONL)SQLite + ChromaDBSQLiteSQLite-vec
Zero configYesYesYesYesYes
MCP tools16104212
LicenseMITMITAGPL-3.0MITApache-2.0
Dual embedding (text + code)Yes (MiniLM + Jina Code)NoNoNoNo
Configurable modelsYes (Transformers.js or Ollama)NoNo (Chroma internal)No (hardcoded)Yes (ONNX, Ollama, OpenAI, Cloudflare)
RerankerCross-encoder (ONNX, GGUF, or HTTP)NoNoNoQuality scorer (not search reranker)
PrivacyAll local, tag redactionAll localSends data to Anthropic APIAll localAll local
Multi-instanceSingleton daemon - N Claude windows share 1 process (Unix socket / Windows named pipe, local fallback)N separate processesShared HTTP worker (:37777)N separate processesShared HTTP server
Inspirations

This project stands on the shoulders of others. Key ideas borrowed from:

ProjectWhat we took
CASSRRF hybrid fusion, SHA-256 dedup, auto-fuzzy fallback
claude-historian-mcpSpecialized MCP tools (file_history, error_solutions)
claude-diaryPreCompact hook (archive before /compact)

Known issues

  • Session boost inactive - Claude Code currently send

Only the beginning is shown; read the rest in the repo

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