General Tools

3mega.ai

Provides general-purpose tools through the Model Context Protocol.

1 endpoint8 known toolsFirst detected September 21, 2026Last detected September 21, 2026

ENDPOINT 1

https://3mega.ai/mcp

No auth detected

MCP server metadata

Name: 3mega-ai-mcp
Version: 1.0.0

Capabilities

tools

Server instructions

Canonical read-only org / initiative / labs / founder facts for the 3 Mega LLC family. Sibling initiative web apps (BantuNomics, amina) call these tools at render time so their templates stay in sync with the parent home site instead of drifting from hard-coded copy.

Known tools 8

3mega_get_corporate_facts

Returns the canonical 3 Mega LLC corporate-entity disclosure: legal name, operating brand, research-arm brand (3MegaLabs), jurisdiction, formation date, GA control number, status, last annual registration year, registered-agent arrangement, public-record reference URL, and the canonical family URLs (3mega.ai, bantunomics.com, amina.ai).

Inferred read-only

3mega_get_initiatives

Returns the two operating initiatives of 3Mega.ai — BantuNomics (commercial substrate for AI labs) and amina (contributor-facing recording platform) — with current URLs, roles, full descriptions, and one-line summaries.

Inferred read-only

3mega_get_labs_efforts

Returns the 3MegaLabs prior R&D efforts catalog: NSF SBIR 2020 (EPA Method 9 AI), NOAA SBIR 2022 (Diatom ID for HAB monitoring), NSF SBIR 2023-2024 (Multimodal Diatom ID with Georgia College & State University), Bemba TTS Hybrid Strategy Roadmap (2025).

Inferred read-only

3mega_get_labs_articles

Returns the 3MegaLabs / Munyambala essay index — slug, title, dek, category, initiative tag, date, reading time, canonical URL on 3mega.ai.

Inferred read-only

3mega_get_labs_thesis

Returns the canonical "through-line" paragraph that ties the 2020-2024 industrial / environmental AI arc to the 2025-onward Bantu language AI arc.

Inferred read-only

3mega_get_founders_summary

Returns the anonymous-on-public-surface founder catalog: five entries, each with role and short credential one-liner.

Inferred read-only

3mega_get_michael_github

Returns live, cached (1-hour TTL) public GitHub activity for Michael Mwembeshi (github.com/mmmwembe) — public_repos, public_gists, followers, account-created date, plus the 10 most-recent repositories with star counts, primary language, descriptions, and last-push timestamp.

Inferred read-only

3mega_describe

First-contact discovery tool.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.3mega-ai-mcp]
url = "https://3mega.ai/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "3mega-ai-mcp": {
      "type": "http",
      "url": "https://3mega.ai/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: 3mega-ai-mcp
Remote MCP URL: https://3mega.ai/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "3mega-ai-mcp": {
      "url": "https://3mega.ai/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "3mega-ai-mcp": {
      "type": "http",
      "url": "https://3mega.ai/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "3mega-ai-mcp",
  "transport": "streamable-http",
  "url": "https://3mega.ai/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.