原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Session Forge

作者:420247jake版本 2.0.3i★ –i在你的电脑上运行
注册名称io.github.420247jake/session-forge

安装

概览

作者提供的说明(英文原文)

Persistent memory and session intelligence for AI coding assistants. Zero config.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

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

在终端中运行这条命令

claude mcp add session-forge -- npx -y session-forge

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 420247jake 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

  • 星标数多于此分类中其他 7241 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 7241 个服务器的 5% 更新
  • 基础检查结果等于或优于此分类中其他 7241 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Session Forge 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(2.0.3)于8个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

作者:upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT3天前更新
安装

Codebase Memory

作者:DeusData

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

在你的电脑上运行★ 48,148MIT20天前更新
安装

Exa

作者:exa-labs

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

在云端运行★ 5,213MIT44天前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

session-forge

Never start from zero. Persistent session intelligence for AI coding assistants.

Session-forge gives your AI coding assistant memory that survives across sessions. It tracks decisions, dead ends, user preferences, and session state — so every conversation builds on the last one instead of starting from scratch.

Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client.


What it does

  • Session crash recovery — checkpoint your work, pick up where you left off
  • Decision logging — record why you chose X over Y, search it later
  • Dead end tracking — never repeat the same debugging mistake twice
  • User profile — AI remembers your name, preferences, and projects
  • Session journal — capture the journey, not just the task
  • Full context recall — bootstrap a new session with everything in one call
  • Data management — prune old entries, export all data, view stats

Quick start

Claude Code
claude mcp add session-forge -- npx session-forge
Cursor / Windsurf

Add to your MCP settings:

{

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

That's it. No database, no Docker, no config files.


The 15 tools

Sessions
ToolDescriptionRequired
session_checkpointSave work-in-progress state for crash recoverytask, intent, next_steps
session_restoreCheck for interrupted work from a previous session—
session_completeArchive session and mark complete—
Profile
ToolDescriptionRequired
profile_getGet the current user profile—
profile_updateUpdate name, preferences, projects, or notes—
Journal
ToolDescriptionRequired
journal_entryRecord session summary with breakthroughs and frustrationssummary
journal_recallRetrieve recent session journals—
Decisions
ToolDescriptionRequired
decision_recordLog a significant decision with alternatives and reasoningchoice, reasoning
decision_searchSearch past decisions by keyword (supports limit param)query
Dead Ends
ToolDescriptionRequired
dead_end_recordLog a failed approach and the lesson learnedattempted, why_failed
dead_end_searchSearch past dead ends to avoid repeating mistakes (supports limit param)query
Context
ToolDescriptionRequired
full_context_recallGet everything — profile, journals, decisions, dead ends. Supports optional project filter.—
Data Management
ToolDescriptionRequired
data_managePrune old entries, export all data, clear stores, or view statsaction
data_listBrowse stored entries with numbered summaries. Supports search filter.store
data_deleteDelete a specific entry by index from data_list outputstore, entry_index

`data_manage` actions:

  • stats — entry counts and schema versions for all stores
  • export — dump all data as JSON
  • prune — remove entries older than N days (default: 90)
  • clear — wipe a specific store (journal, decisions, dead_ends, profile, or all)

`data_list` + `data_delete` workflow:

  1. data_list with store="decisions" — see numbered list of all decisions
  2. data_list with store="decisions", query="minecraft" — filter by keyword
  3. data_delete with store="decisions", entry_index=3 — remove entry #3 from the list

Why session-forge?

session-forgeBasic memory MCPsEnterprise tools
Setupnpx session-forgeVariesDocker + databases
Dead end trackingYesNoNo
Decision loggingYesNoSome
Session crash recoveryYesSomeYes
Data managementYesNoSome
User profileYesSomeNo
Dependencies2 (SDK + zod)Varies5-10+
InfrastructureZero (plain JSON)SQLite/ONNX/Vector DBPostgreSQL + Redis
Tools15 focused4-937+

Configuration

Environment variables
VariableDefaultDescription
SESSION_FORGE_DIR~/.session-forge or %APPDATA%\session-forgeOverride data storage location
SESSION_FORGE_STALE_HOURS24Hours before an inactive session is auto-archived

Storage

All data is stored locally as plain JSON files:

PlatformLocation
Linux / macOS~/.session-forge/
Windows%APPDATA%\session-forge\

Override with the SESSION_FORGE_DIR environment variable:

SESSION_FORGE_DIR=/custom/path npx session-forge

Files:

~/.session-forge/

profile.json # User preferences and projects journal.json # Session summaries (last 100) decisions.json # Decision log (last 200) dead-ends.json # Failed approaches (last 100) sessions/ active.json # Current checkpoint history/ # Archived sessions

Data files include a schema_version field for future migration support.


CLAUDE.md template

Add this to your project's CLAUDE.md to teach the AI when to call each tool:

## Session Flow
Fresh session
  1. Call full_context_recall — get profile, journals, decisions, dead ends
  2. Call session_restore — check for interrupted work
During work
  • decision_record — when making a significant architectural choice
  • dead_end_record — when something fails and we learn why
  • session_checkpoint — every 10-15 tool calls during long sessions
Session end
  1. Call journal_entry — record what happened
  2. Call session_complete — archive the checkpoint

Changelog

v2.0.1
  • Added disclaimer: session-forge is NOT affiliated with SessionForge LLC (sessionforge.dev)
v2.0.0
  • Knowledge Graph — link decisions and dead ends together with related_dead_ends and led_to_decision fields
  • Scored Search — fuzzy matching, tag filtering, AND/OR search modes, relevance scoring (replaces basic string matching)
  • Usage Stats — tracks dead ends avoided, searches performed, sessions recovered
  • MEMORY.md Sync — full_context_recall can read your MEMORY.md and suggest decisions/dead ends that should be saved to memory
  • Enhanced Checkpoints — now tracks errors_encountered, key_findings, decisions_made, dead_ends_hit
  • New storage modules: links.js, search.js, stats.js, migrate.js
  • Schema bumped to v2
v1.2.0
  • Added data_list tool — browse stored entries with numbered summaries, optional search filter
  • Added data_delete tool — surgically remove individual entries by index
  • Users can now see exactly what's stored and delete anything they want
v1.1.0
  • Added data_manage tool (stats, export, prune by age, clear per-store)
  • Added project filter to full_context_recall
  • Added limit param to decision_search and dead_end_search
  • Added error logging to JSON reads (was silently swallowing parse failures)
  • Added configurable stale session timeout via SESSION_FORGE_STALE_HOURS
  • Added schema_version to data files for future migration support
  • Fixed version mismatch between code and package.json
v1.0.2
  • Initial public release

License

MIT


Important Notice

session-forge is NOT affiliated with SessionForge LLC (sessionforge.dev).

session-forge was first published on npm on February 7, 2026 — before SessionForge LLC appeared. We have no connection to their product or company.

Here's why this matters: session-forge stores all your data locally on your machine as plain JSON files. Nothing leaves your computer. No accounts, no servers, no third parties.

Any service asking you to route your AI session data, coding habits, and terminal access through their servers should make you ask: who has access to that data, and what are they doing with it?

Your workflow, your decisions, your code — that's yours. It should stay on your machine, under your control. That's how session-forge was built and that's how it will stay.


Built by Jacob Terrell

问 PopNx