Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
MCP that provides fast, token-efficient tools for navigating, searching, and understanding codebases
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。
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。
选择你使用的 AI 应用,然后复制设置。
ABF_PROJECT_ROOT你需要
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": {
"agentsbestfriend": {
"command": "npx",
"args": [
"-y",
"agentsbestfriend",
"start"
],
"env": {
"ABF_PROJECT_ROOT": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add agentsbestfriend --env ABF_PROJECT_ROOT=your-value -- npx -y agentsbestfriend start运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agentsbestfriend": {
"command": "npx",
"args": [
"-y",
"agentsbestfriend",
"start"
],
"env": {
"ABF_PROJECT_ROOT": "your-value"
}
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"agentsbestfriend": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agentsbestfriend",
"start"
],
"env": {
"ABF_PROJECT_ROOT": "your-value"
}
}
}
}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。
ABF_PROJECT_ROOT env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。
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7日
注册名称已通过 GitHub 账户 TheRealFloatDev 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
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。
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。
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)。
GitHub 仓库最后更新于–,最新版本(0.12.0)于7个月前进入注册中心。
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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Date Math
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Date/time math for agents: business days, holidays, time zones, cron, RRULE. 25 free calls/day.
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。
Give your AI coding agents superpowers — a local MCP server for fast, token-efficient code navigation, search & analysis.
Works with VS Code Copilot, Cursor, Claude Code/Desktop, Codex, Cline, Zed, Gemini CLI, Goose, OpenCode, and any other MCP-compatible agent.
AI coding agents waste tokens re-reading files and searching blindly. ABF gives them purpose-built tools that return exactly what they need — in compact, structured responses that preserve context.
| Tool | What it does |
|---|---|
abf_search | Code search — exact (ripgrep), keyword-ranked, or semantic (embedding-based) |
abf_search_multi | Run multiple search queries (exact/keyword/semantic) in one call with weighted score merging |
abf_symbols | Functions, classes, exports in a file (AST-based for TS/JS, regex for Python) |
abf_chunk | Smart file chunk by symbol name, chunk index, or file overview |
abf_project_overview | Tech stack, folder structure, key dependencies at a glance |
abf_dependencies | Import graph — who imports what |
abf_impact | Find all usages of a symbol across the project |
abf_impact_typed | AST-aware (ts-morph) impact analysis with classified references (definition/call/import/type_ref/jsx) and confidence levels |
abf_blast_radius | BFS over reverse-import graph for a file with risk scoring (low/medium/high) |
abf_related_tests | Heuristically rank test files most likely to cover a file or symbol |
abf_preview_changes | Read-only preview: diff + symbol/import deltas + risk flags + external usage probe (no writes) |
abf_refactor_plan | Read-only ordered edit plan for rename/move/extract/split with collision detection |
abf_apply_edit | Write tool — atomic file write with sha256 hash check (disabled unless ABF_ENABLE_WRITES=1) |
abf_diagnostics | TypeScript diagnostics (errors/warnings) for one file or all tracked TS/JS files |
abf_definition | Goto-definition via the TypeScript language service — file, line range, and source preview |
abf_hover | Type signature + JSDoc for an identifier (IDE-style hover) |
abf_call_graph | Transitive callers/callees of a function or method (TS/JS, ts-morph) |
abf_git | Git log, blame, diff (recent/staged/unstaged) |
abf_file_summary | Full-text search across LLM-generated file summaries (FTS5, OR/AND mode) |
abf_conventions | Detected naming, structure, and formatting conventions |
abf_index | Index status, rebuild, incremental update, or trigger re-summarization |
abf_ping | Health check — returns version and project root |
npm install -g agentsbestfriend
brew install ripgrep (macOS) / apt install ripgrep (Linux)abf init
abf init walks you through everything:
git ls-files(12/80) progressnpx agentsbestfriend start (always latest) or abf start (local install)If you prefer to configure manually, add ABF as a stdio MCP server. Using npx is recommended — it always runs the latest published version without requiring a global install:
VS Code / GitHub Copilot (.vscode/mcp.json):
{
"servers": { "abf": { "command": "npx", "args": ["agentsbestfriend", "start"] } } }
Cursor (.cursor/mcp.json):
{
"mcpServers": { "abf": { "command": "npx", "args": ["agentsbestfriend", "start"] } } }
Claude Desktop (claude_desktop_config.json):
{
"mcpServers": { "abf": { "command": "npx", "args": ["agentsbestfriend", "start"] } } }
Set
ABF_PROJECT_ROOTin theenvblock if the agent does not pass its working directory automatically.
abf start Start MCP server in stdio mode (used by agents)
abf init [path] Index project, set up .gitignore entry, install MCP for agents abf skill [path] Install or update the ABF workflow skill for your coding agents abf index [path] Re-index a project (incremental by default) abf status [path] Show index stats abf config Interactive configuration editor abf doctor Health checks (Node, ripgrep, git, Ollama) abf portal Interactive TUI dashboard
ABF maintains a lightweight SQLite index (.abf/index.db) inside each project root. The index is built once and updated incrementally — only changed files are re-processed. A file watcher keeps it current as you edit.
| Table | Contents |
|---|---|
files | Paths, hashes, languages, line counts, LLM summaries |
symbols | Functions, classes, interfaces, types (AST-extracted) |
imports | Dependency edges between files |
embeddings | Float32 vectors for semantic search (chunked for large files) |
file_chunks | Smart chunks aligned to symbol boundaries |
files_fts | FTS5 full-text index over summaries |
With Ollama running locally, ABF generates file summaries and embeddings:
ollama pull qwen2.5-coder:1.5b # file summaries
ollama pull nomic-embed-text # embeddings / semantic search
Both abf init and abf portal → Re-index show live progress:
◆ Generating LLM summaries... (14/80)
◆ Generating embeddings... (28/80)
Large files are automatically split into chunks for embedding — no context-length errors.
Without Ollama, all tools still work normally. Semantic search falls back to keyword mode.
Global config at ~/.abf/config.json. Edit interactively with abf config or via abf portal.
{
"llm": { "provider": "ollama", "ollama": { "baseUrl": "http://localhost:11434", "summaryModel": "qwen2.5-coder:1.5b", "embeddingModel": "nomic-embed-text" } }, "indexing": { "autoWatch": true, "respectGitignore": true, "maxFileSizeKb": 512, "excludedPatterns": ["*.min.js", "*.min.css", "*.map", "*.lock"] }, "search": { "defaultMaxResults": 20 } }
AgentsBestFriend/
├── packages/ │ ├── core/ Shared logic — DB, config, search, analysis, indexer, LLM │ ├── server/ MCP server (11 tools) │ └── cli/ Commander.js CLI + TUI portal ├── turbo.json └── package.json
Built with Turborepo + pnpm workspaces. Core modules:
| Module | Purpose |
|---|---|
@abf/core/db | Drizzle ORM + SQLite (WAL, FTS5) |
@abf/core/config | Zod-validated config |
@abf/core/search | ripgrep, keyword scorer, semantic (cosine similarity) |
@abf/core/analysis | ts-morph AST, conventions detector, project overview |
@abf/core/indexer | git ls-files discovery, incremental pipeline, file watcher |
@abf/core/llm | Ollama client, summary & chunked embedding pipelines |
@abf/core/git | Git CLI wrapper |
# Install dependencies
pnpm install
pnpm build
pnpm dev
pnpm type-check
MIT