Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
ALEPHANT_API_BASE_URL, ALEPHANT_VIRTUAL_KEY, ALEPHANT_PAT, ALEPHANT_WORKSPACE_ID, ALEPHANT_RATE_LIMIT_RPMValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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": {
"alephant": {
"command": "npx",
"args": [
"-y",
"@alephantai/mcp"
],
"env": {
"ALEPHANT_API_BASE_URL": "your-value",
"ALEPHANT_VIRTUAL_KEY": "your-value",
"ALEPHANT_PAT": "your-value",
"ALEPHANT_WORKSPACE_ID": "your-value",
"ALEPHANT_RATE_LIMIT_RPM": "your-value"
}
}
}
}Run this in your terminal
claude mcp add alephant --env ALEPHANT_API_BASE_URL=your-value --env ALEPHANT_VIRTUAL_KEY=your-value --env ALEPHANT_PAT=your-value --env ALEPHANT_WORKSPACE_ID=your-value --env ALEPHANT_RATE_LIMIT_RPM=your-value -- npx -y @alephantai/mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"alephant": {
"command": "npx",
"args": [
"-y",
"@alephantai/mcp"
],
"env": {
"ALEPHANT_API_BASE_URL": "your-value",
"ALEPHANT_VIRTUAL_KEY": "your-value",
"ALEPHANT_PAT": "your-value",
"ALEPHANT_WORKSPACE_ID": "your-value",
"ALEPHANT_RATE_LIMIT_RPM": "your-value"
}
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"alephant": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@alephantai/mcp"
],
"env": {
"ALEPHANT_API_BASE_URL": "your-value",
"ALEPHANT_VIRTUAL_KEY": "your-value",
"ALEPHANT_PAT": "your-value",
"ALEPHANT_WORKSPACE_ID": "your-value",
"ALEPHANT_RATE_LIMIT_RPM": "your-value"
}
}
}
}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.
ALEPHANT_WORKSPACE_ID envALEPHANT_RATE_LIMIT_RPM envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 8, 2026
The registry name was verified with the GitHub account AlephantAI, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
You need to fill in: ALEPHANT_API_BASE_URL, ALEPHANT_VIRTUAL_KEY, ALEPHANT_PAT
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).
The GitHub repo last changed –, and the latest version (0.1.3) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Alion: company, startup and market intelligence
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Companies, jobs, pay and people; check counterparties, register agents, write to companies.
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.
Model Context Protocol server for Alephant BYO-KEY: FinOps metrics, virtual keys, and workspace analytics from Cursor, Claude Desktop, or any MCP host.
| Mode | Environment | Tools |
|---|---|---|
| VK | ALEPHANT_VIRTUAL_KEY | Cockpit-scoped usage + 3 VK tools (8 tools total incl. shared) |
| Manager | ALEPHANT_PAT + ALEPHANT_WORKSPACE_ID | Workspace-wide management (27 tools total incl. shared) |
PAT takes precedence when ALEPHANT_PAT is non-empty. If neither VK nor PAT is set, the process exits with an error (no mock data).
Required (both modes): ALEPHANT_API_BASE_URL Optional: ALEPHANT_RATE_LIMIT_RPM (default 60, use 0 to disable client-side throttling)
npx troubleshootingFrom this repo’s root (`alephant-mcp/`): do not use npx -y @alephantai/mcp to “smoke test” the published package. npm treats the current directory as the local @alephantai/mcp project and does not link the root package’s bin into node_modules/.bin, so Windows then fails with 'alephant-mcp' is not recognized (or the Chinese CMD equivalent).
Use one of these instead while developing in the clone:
npm start
node .\bin\alephant-mcp.js
To verify npx the same way end users do, run it from any other directory (e.g. the parent folder):
cd ..
npx -y @alephantai/mcp
From a normal project folder (after npm install @alephantai/mcp), you can also run:
node .\node_modules\@alephantai\mcp\bin\alephant-mcp.js
If npx -y @alephantai/mcp still fails outside the clone, try:
npx --yes --package=@alephantai/mcp alephant-mcp
Published packages 0.0.2+ include the bin/alephant-mcp.js shim for reliable npm bin resolution when installed from the registry.
Alephant MCP is a local stdio server. Use one server entry per credential scope. For multiple workspaces, create multiple entries with different names and environment variables.
Virtual Key (read-only / scoped cockpit):
{
"mcpServers": { "alephant": { "command": "npx", "args": ["-y", "@alephantai/mcp"], "env": { "ALEPHANT_API_BASE_URL": "https://alephant.io", "ALEPHANT_VIRTUAL_KEY": "vk-..." } } } }
Personal Access Token (manager):
{
"mcpServers": { "alephant-workspace-a": { "command": "npx", "args": ["-y", "@alephantai/mcp"], "env": { "ALEPHANT_API_BASE_URL": "https://alephant.io", "ALEPHANT_PAT": "pat_...", "ALEPHANT_WORKSPACE_ID": "00000000-0000-0000-0000-000000000000" } } } }
Use separate `mcpServers` entries per workspace when you have multiple PATs.
Add a stdio MCP server in ~/.codex/config.toml:
[mcp_servers.alephant]
command = "npx" args = ["-y", "@alephantai/mcp"] env = { ALEPHANT_API_BASE_URL = "https://alephant.io", ALEPHANT_VIRTUAL_KEY = "vk-..." } startup_timeout_sec = 20 tool_timeout_sec = 120
For Manager mode, replace the VK env with:
env = {
ALEPHANT_API_BASE_URL = "https://alephant.io", ALEPHANT_PAT = "pat_...", ALEPHANT_WORKSPACE_ID = "00000000-0000-0000-0000-000000000000" }
Verify with:
codex mcp list
codex mcp get alephant
Add a local MCP server under mcp in your OpenCode config, for example opencode.json:
{
"$schema": "https://opencode.ai/config.json", "mcp": { "alephant": { "type": "local", "command": ["npx", "-y", "@alephantai/mcp"], "enabled": true, "environment": { "ALEPHANT_API_BASE_URL": "https://alephant.io", "ALEPHANT_VIRTUAL_KEY": "vk-..." } } } }
For Manager mode, use ALEPHANT_PAT and ALEPHANT_WORKSPACE_ID in environment instead of ALEPHANT_VIRTUAL_KEY.
Use the CLI to add Alephant as a local stdio server:
claude mcp add-json alephant '{"type":"stdio","command":"npx","args":["-y","@alephantai/mcp"],"env":{"ALEPHANT_API_BASE_URL":"https://alephant.io","ALEPHANT_VIRTUAL_KEY":"vk-..."}}' --scope user
claude mcp list claude mcp get alephant
For a shared project config, create .mcp.json in the project root:
{
"mcpServers": { "alephant": { "type": "stdio", "command": "npx", "args": ["-y", "@alephantai/mcp"], "env": { "ALEPHANT_API_BASE_URL": "https://alephant.io", "ALEPHANT_VIRTUAL_KEY": "vk-..." } } } }
For Manager mode, replace the VK env with ALEPHANT_PAT and ALEPHANT_WORKSPACE_ID.
npx --yes --package=@alephantai/mcp alephant-mcp --audit
scope + usage-summary (billing cycle).GET /api/v1/analytics/overview.Shared (both modes): check_alephant_connection, get_usage_summary, get_daily_costs, get_cost_by_model, list_available_models VK only: get_my_scope, get_my_budget, get_my_recent_requests Manager only: get_workspace_overview, get_workspace_budget_status, list_virtual_keys, create_virtual_key, update_key_budget, revoke_virtual_key, list_agents, get_agent_analytics, list_members, get_member_analytics, list_departments, get_department_analytics, get_subscription_info, set_budget_policy, get_live_24h, get_usage_timeseries, get_sparklines, diagnose_cost_anomaly, get_executive_dashboard, drill_down_spend, find_idle_resources, compare_entity_periods
get_request_logs is not included (JWT-only backend route).
/alephant-… 快捷模板、工具对照表docs/marketplace-submission.md for official MCP Registry, Smithery, and Glama submission notes.npm install
npm test npm run build
Published as `@alephantai/mcp` (alephant-mcp binary).