Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
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.
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": {
"forage": {
"command": "npx",
"args": [
"-y",
"forage-mcp"
]
}
}
}Run this in your terminal
claude mcp add forage -- npx -y forage-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"forage": {
"command": "npx",
"args": [
"-y",
"forage-mcp"
]
}
}
}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": {
"forage": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"forage-mcp"
]
}
}
}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.
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 7, 2026
The registry name was verified with the GitHub account isaac-levine, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (0.1.1) reached the registry 9 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, Kanal Varna — drains, leaks & plumbing (Varna, BG)
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
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.
Drain unblocking, leak detection & plumbing in Varna, Bulgaria: services, prices, areas, contact
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.
Self-improving tool discovery for AI agents.
Install one MCP server. Your agent finds the rest.
Forage is an MCP server that lets AI agents discover, install, and learn to use new tools — automatically. When an agent hits a wall, it forages for the right tool, installs it, and teaches itself how to use it. No restarts. No manual config. The agent gets permanently smarter.
AI coding agents are limited to whatever tools they're configured with at session start. Need to query a database? Deploy to Vercel? Search Slack? The agent apologizes and you manually install the right MCP server.
Forage closes that loop:
Agent encounters a task it can't do
→ forage_search("query postgres database") → forage_install("@modelcontextprotocol/server-postgres") → Tools available IMMEDIATELY (no restart) → forage_learn() saves instructions to CLAUDE.md → Next session: auto-starts, agent already knows how to use it
Claude Code
claude mcp add forage -- npx -y forage-mcp
Cursor
npx forage-mcp init --client cursor
That's it. Start a new session and Forage is ready.
| Tool | Description |
|---|---|
forage_search | Search for MCP servers across the Official MCP Registry, Smithery, and npm |
forage_evaluate | Get details on a package — downloads, README, install command |
forage_install | Install and start an MCP server as a proxied subprocess (requires user approval) |
forage_learn | Write usage instructions to CLAUDE.md / AGENTS.md / .cursor/rules/ |
forage_status | List all installed and running tools |
forage_uninstall | Remove a tool and clean up rules |
Forage is a gateway/proxy MCP server:
list_changed notifications so the agent picks up new tools instantlyforage_learn writes to agent rule files, manifest auto-starts tools next sessionArchitecture
┌─────────────────────────────────────────────┐
│ Claude Code / Cursor / Codex │ │ │ │ "I need to query a Postgres database" │ └──────────────────┬──────────────────────────┘ │ MCP ▼ ┌─────────────────────────────────────────────┐ │ Forage MCP Server │ │ │ │ forage_search ─── Official Registry │ │ forage_install Smithery │ │ forage_learn npm │ │ forage_status │ │ │ │ ┌─────────────┐ ┌─────────────┐ │ │ │ Postgres MCP│ │ GitHub MCP │ ... │ │ │ (subprocess)│ │ (subprocess)│ │ │ └─────────────┘ └─────────────┘ │ └─────────────────────────────────────────────┘
When you install a tool through Forage:
npx -y as a child processStdioClientTransport (MCP client)listToolsforaged__ __ )tools/list_changed notification — the agent sees new tools immediatelyPersistence
Forage stores its state in ~/.forage/:
| File | Purpose |
|---|---|
manifest.json | Installed tools, command/args, auto-start configuration |
install-log.json | Audit trail of all installs and uninstalls |
cache/ | Cached registry search results |
On startup, Forage reads the manifest and auto-starts all previously installed servers. Your agent picks up right where it left off.
Forage also includes a CLI for humans:
forage search "postgres database" # Search registries
forage list # List installed tools forage init # Set up for Claude Code forage init --client cursor # Set up for Cursor
[!IMPORTANT]
Forage cannot install tools without explicit user approval. Every
forage_installcall requiresconfirm: true.
~/.forage/install-log.jsongit clone https://github.com/isaac-levine/forage.git
cd forage npm install npm run build
Test locally with Claude Code:
claude mcp add forage-dev -- node /path/to/forage/dist/server.js
See CONTRIBUTING.md for more details.
forage update — check for newer versions of installed tools.env filesforage doctor — diagnose common setup issuesMIT