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PopNx MCPMCP servers for people who use AI · explained in plain words

Code Fundi MCP

by Code-Fundiversion 0.1.4i★ –iRuns on your computer
Registry nameio.github.FelixWaweru/code-fundi-mcp

Install

Overview

Description from the maker (original English)

CodeFundi MCP server for codebase mapping and blast-radius analysis.

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: Developer tools

Install

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

Before you install

  • Basic checks: 0 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": {
    "code-fundi": {
      "command": "npx",
      "args": [
        "-y",
        "@codefundi/code-fundi-mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add code-fundi -- npx -y @codefundi/code-fundi-mcp

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "code-fundi": {
      "command": "npx",
      "args": [
        "-y",
        "@codefundi/code-fundi-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.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "code-fundi": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@codefundi/code-fundi-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.

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

  • ! Caution

    Maker matches the repo

    The publisher (FelixWaweru) is not the repo owner (Code-Fundi); someone else may have listed it

  • … 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 Developer toolsi

  • More stars than 0% of the other 4907 servers in this category
  • Published to the registry more recently than 29% of the other 4907 servers in this category
  • Basic checks equal to or better than 16% of the other 4907 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 Code Fundi MCP safe?

It passed 0 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 (0.1.4) reached the registry 3 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: GitHub, Desktop Commander, Cloudflare MCP

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

GitHub

by github

GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.

Computer or cloud★ 34,245MITUpdated 4 days ago
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Desktop Commander

by wonderwhy-er

MCP server for terminal commands, file operations, and process management

Runs on your computer★ 10,225MITUpdated 16 days ago
Install

Cloudflare MCP

by cloudflare

Cloudflare MCP servers

Runs in the cloud★ 4,446Apache-2.0Updated 14 months ago
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.

Code Fundi The Codebase Map for AI Agents, Teams and Applications.

Code-Fundi MCP Server

A production-grade Model Context Protocol (MCP) server for the Code-Fundi API: a codebase map and blast-radius engine for AI coding agents. Enables any MCP-compatible AI assistant (Claude, Claude Code, Cursor, Windsurf, VS Code Copilot, and more) to search, research, index, and scan code repositories through natural language, and see what a change breaks before it ships.

Built with FastMCP (TypeScript) and Zod for schema validation.

Getting started for AI agents

If you are an AI agent (or configuring one) and no `CODEFUNDI_API_KEY` is set, you must self-authenticate before using search, repos, chat, or other authenticated tools. The auth tools (code-fundi-auth-*) work without a pre-existing key.

Which path to use
SituationAction
CODEFUNDI_API_KEY is set in MCP configUse any tool immediately — the server sends it as X-API-Key on every request
No API key configuredRun the OTP self-auth flow below (recommended) or password sign-in
Zero-config MCP setup (no API key)

You can start the MCP server without CODEFUNDI_API_KEY and authenticate at runtime:

{

"mcpServers": { "code-fundi": { "command": "npx", "args": ["-y", "@codefundi/code-fundi-mcp"] } } }

Self-authenticate with OTP (recommended)

Code-Fundi uses Supabase-backed auth (POST /v2/auth/authenticate, /v2/auth/verify, /v2/auth/resend). OTP emails contain a 6-digit code — magic links are not supported on this path.

  1. Ask the human user for their email address.
  2. Call `code-fundi-auth-authenticate` with:
  • auth_mode: "otp"
  • email: the user's email
  • should_create_user: true for a new account, false for a returning user
  1. Tell the user to check their inbox for a 6-digit code. The API may return verification_required: true and api_key.key_state: "agent_pending" until verification completes.
  2. Ask the user for the 6-digit OTP (human-in-the-loop — you cannot guess or bypass this step).
  3. Call `code-fundi-auth-verify` with the same email and the token (6 digits).
  4. On success, the MCP server automatically configures the API key in memory for all subsequent tool calls in this session.

If the code expired or was not received, call `code-fundi-auth-resend` with the same email, then repeat step 5.

Example dialogue:

Agent: What email should I use to sign in to Code-Fundi?

User: dev@example.com Agent: [calls code-fundi-auth-authenticate] I've sent a 6-digit code to dev@example.com. Please paste it here. User: 482913 Agent: [calls code-fundi-auth-verify] You're signed in. I can now search and index your repositories.

Password sign-in (alternative)

For existing accounts with a password, call `code-fundi-auth-authenticate` with auth_mode: "password", the user's email, should_create_user: false, and the password parameter. The MCP client sends the password only in the X-CodeFundi-Auth-Password header (never in the JSON body). Production requires HTTPS. Returning users may receive an active API key immediately without a separate verify step.

After authentication
  • The API key is held in memory for the lifetime of the MCP server process. It is not persisted across IDE or MCP restarts.
  • Recommend the user add the key to their MCP config as CODEFUNDI_API_KEY so future sessions start authenticated.
  • A FREE-tier account and API key are created automatically on first signup.
Errors
HTTP statusWhat to do
401 UnauthorizedNo valid key — run the OTP flow above, or set CODEFUNDI_API_KEY
429 Too many requestsAuth endpoints are rate-limited per IP; wait for Retry-After seconds, then retry

Features

Every tool below is backed by the same codebase map: structural dependencies, call graph, and blast radius, indexed once and queried in milliseconds.

  • 🔍 Semantic & grep code search across your indexed codebase map
  • 🧠 AI-powered research: search plus AI analysis in a single call
  • 📦 Repository management: index, status, README, listing, public catalog
  • 🛰️ Repository intelligence: cross-repo dependency map, blueprint, Blast-Radius Guard (impact analysis before you merge)
  • 📄 File documentation: AI-generated docs for any indexed file
  • 📊 Usage statistics: query usage, activity, language breakdowns
  • 🔐 Agent-driven authentication: sign up/sign in via OTP without pre-configured keys
  • 💬 AI chat & model insight: direct conversation with Code-Fundi AI, model catalog, and per-tier limits

Quick Start

Install from npm (recommended)

Install the package (includes a pre-built dist/). The code-fundi-mcp binary is on your PATH when installed globally, or available via npx without cloning the repo:

npm install -g @codefundi/code-fundi-mcp

Or add it to a project:

npm install @codefundi/code-fundi-mcp
Install from source (this repository)
git clone https://github.com/Code-Fundi/code-fundi-mcp.git

cd code-fundi-mcp npm install npm run build

Configure

Option A — API key (fastest): set your key as an environment variable:

export CODEFUNDI_API_KEY=your_api_key_here

Option B — no API key: skip the env var and let the agent self-authenticate at runtime. See Getting started for AI agents.

Zero-config MCP example (no env block):

{

"mcpServers": { "code-fundi": { "command": "npx", "args": ["-y", "@codefundi/code-fundi-mcp"] } } }

Use with Claude Desktop

After a global install (npm i -g @codefundi/code-fundi-mcp), point MCP at the published binary (no path to dist/index.js required):

{

"mcpServers": { "code-fundi": { "command": "@codefundi/code-fundi-mcp", "env": { "CODEFUNDI_API_KEY": "your_api_key_here" } } } }

If the binary is not on your PATH, use npx (downloads or uses the local package and runs the same entrypoint):

{

"mcpServers": { "code-fundi": { "command": "npx", "args": ["-y", "@codefundi/code-fundi-mcp"], "env": { "CODEFUNDI_API_KEY": "your_api_key_here" } } } }

Use with Cursor

Same pattern as Claude: command plus optional args only, no manual path to the repo:

{

"mcpServers": { "code-fundi": { "command": "npx", "args": ["-y", "@codefundi/code-fundi-mcp"], "env": { "CODEFUNDI_API_KEY": "your_api_key_here" } } } }

When developing inside this repo, you can run npm run dev or npx tsx src/index.ts without building first.

Development Mode
npm run dev                          # Run with tsx (no build needed)

npx fastmcp inspect src/index.ts # Open MCP Inspector UI npx fastmcp dev src/index.ts # Test with MCP CLI

Tools Reference (27 tools)

Covers the Code-Fundi V2 API for codebase mapping and blast-radius analysis: search (including search-with-chat / research), repositories (list, index, status, readme, public catalog), repository intelligence (map, blueprint, radius), files, history, statistics, API keys, authentication, plus Fundi chat (POST /v1/fundi/chat) and the V2 model catalog / limits (GET /v2/models, GET /v2/models/limits).

Search
ToolDescription
code-fundi-searchSemantic and grep search across your indexed codebase map, with filters
code-fundi-researchSearch plus AI-synthesized analysis of matching code
Repositories
ToolDescription
code-fundi-list-reposList indexed repositories with pagination
code-fundi-index-repoIndex a new GitHub repository into your codebase map
code-fundi-repo-statusCheck repository indexing status
code-fundi-repo-readmeGet repository README documentation (deprecated, prefer blueprint)
code-fundi-list-public-reposBrowse the global catalog of indexed public repositories (no key needed)
Repository Intelligence
ToolDescription
code-fundi-repo-mapCross-repository dependency map: how services and packages actually connect
code-fundi-repo-blueprintREADME plus dependency and convention overview (successor to repo-readme)
code-fundi-repo-radiusBlast-Radius Guard: every file and function that breaks before you merge (PRO+)
Files
ToolDescription
code-fundi-list-filesList files in a repository
code-fundi-file-docsGet AI-generated file documentation
History
ToolDescription
code-fundi-list-historyList query history with filters
code-fundi-history-itemGet full details of a history entry
code-fundi-conversationGet conversation thread messages
Statistics
ToolDescription
code-fundi-usage-statsQuery-type usage breakdown
code-fundi-activity-statsDaily activity statistics
code-fundi-language-statsProgramming language usage
Authentication
ToolDescription
code-fundi-auth-authenticateStart OTP/password auth flow (no key needed)
code-fundi-auth-verifyVerify OTP code and obtain API key
code-fundi-auth-resendResend OTP verification email
code-fundi-list-api-keysList API keys (masked)
code-fundi-regenerate-api-keyRegenerate API key
code-fundi-disable-api-keyDisable an API key by ID (DELETE /v2/keys/{key_id})
Chat & Models
ToolDescription
code-fundi-chatFundi AI chat (POST /v1/fundi/chat; streamed responses are collected to text)
code-fundi-list-modelsList the curated chat model catalog (GET /v2/models)
code-fundi-model-limitsGet AI model limits and tier configuration (GET /v2/models/limits)

Authentication

Two modes: pre-configured API key (CODEFUNDI_API_KEY in MCP config) or agent-driven OTP/password auth at runtime. Full step-by-step instructions, tool names, and error handling are in Getting started for AI agents at the top of this README.

Environment Variables

VariableRequiredDefaultDescription
CODEFUNDI_API_KEYNo*—API key for authentication
CODEFUNDI_BASE_URLNohttps://api.codefundi.appAPI base URL override

\* Required unless using agent-driven auth tools.

License

MIT

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