Swarmnest

Official registry Search and web

Search AI agent tools, APIs, MCP servers and Agent Skills in the Swarmnest directory.

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code
claude mcp add --transport http swarmnest 'https://swarmnest.ai/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code)
{
    "mcpServers": {
        "swarmnest": {
            "type": "http",
            "url": "https://swarmnest.ai/mcp"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Swarmnest MCP Server
  2. Tools
  3. Connect
  4. Example Prompts
  5. Endpoint Details
  6. Code Layout
  7. Data API
  8. License

Swarmnest MCP Server

Search the Swarmnest directory from any MCP client: thousands of hand-checked AI agent tools, APIs, MCP servers and data sources in 160+ categories, 500+ Agent Skills, and the Swarmnest Marketplace. Free, read-only, no API key.

Remote endpoint: https://swarmnest.ai/mcp (Streamable HTTP) Docs: https://swarmnest.ai/mcp-server/

Tools

ToolWhat it does
search_directoryKeyword search over the directory with typo correction. Filters: category, pricing (free, freemium, paid, unknown), auth (none, key, oauth, unknown), os (macOS, iOS, Linux, Windows), limit (max 25), offset.
get_entryFull record for one tool by slug. Unknown slugs return close matches.
list_categoriesEvery category with slug, description, entry count and group. Optional group filter.
search_skillsSearch Agent Skills (SKILL.md skills, plugin bundles, Cursor rules, AGENTS.md templates, prompt packs). Filters: category, format, platform, os, limit, offset.
get_skillOne skill with install steps per platform, script/network/credential labels, license and source.
list_marketplace_productsSwarmnest Marketplace skill packs and bundles with price, product URL and checkout URL. Optional type: all, products, bundles.

Every result includes canonical swarmnest.ai URLs. Agent Skills are made by third-party developers, so skill results carry an install warning: review the source before installing.

Connect

Claude Code

claude mcp add --transport http swarmnest https://swarmnest.ai/mcp

Claude Desktop and Claude.ai: Settings → Connectors → Add Custom Connector → https://swarmnest.ai/mcp

Cursor (~/.cursor/mcp.json)

{ "mcpServers": { "swarmnest": { "url": "https://swarmnest.ai/mcp" } } }

VS Code (.vscode/mcp.json)

{ "servers": { "swarmnest": { "type": "http", "url": "https://swarmnest.ai/mcp" } } }

Windsurf (~/.codeium/windsurf/mcp_config.json)

{ "mcpServers": { "swarmnest": { "serverUrl": "https://swarmnest.ai/mcp" } } }

Codex (~/.codex/config.toml)

[mcp_servers.swarmnest]
url = "https://swarmnest.ai/mcp"

Gemini CLI (~/.gemini/settings.json)

{ "mcpServers": { "swarmnest": { "httpUrl": "https://swarmnest.ai/mcp" } } }

Clients that only run local servers (npx mcp-remote bridge)

{ "mcpServers": { "swarmnest": { "command": "npx", "args": ["-y", "mcp-remote", "https://swarmnest.ai/mcp"] } } }

Local stdio build (reads the same public JSON from swarmnest.ai; Node.js 18+)

{ "mcpServers": { "swarmnest": { "command": "npx", "args": ["-y", "github:swarmnest/swarmnest-mcp"] } } }

Example Prompts

  • Find three free web scraping APIs that work without an API key and link their Swarmnest pages.
  • Which MCP servers can read and write Postgres? Compare their auth and pricing.
  • Search Agent Skills for PDF handling that work in Claude Code and show me how to install the best one.
  • What skill packs and bundles does the Swarmnest Marketplace sell, and what does each cost?

Endpoint Details

  • POST https://swarmnest.ai/mcp with a JSON-RPC 2.0 request. Responses are application/json (no SSE stream needed).
  • Methods: initialize, notifications/initialized, ping, tools/list, tools/call, and server/discover.
  • Protocol versions: 2026-07-28 (stateless, per-request _meta) and 2025-11-25, 2025-06-18, 2025-03-26, 2024-11-05 (initialize handshake). No sessions.
  • GET https://swarmnest.ai/mcp returns a short JSON description. Server card: https://swarmnest.ai/mcp/server-card.
  • CORS is open, so browser-based clients work.
curl -s https://swarmnest.ai/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search_directory","arguments":{"query":"vector database","limit":5}}}'

Code Layout

  • src/mcp-core.js: tool definitions, input validation and the JSON-RPC handler (transport-independent).
  • src/search-core.js: the ranking and typo-correction search used across swarmnest.ai.
  • functions/mcp.js: the Cloudflare Pages Function that serves https://swarmnest.ai/mcp.
  • bin/stdio.js: stdio transport for local use.
  • server.json: MCP Registry metadata.

The data comes from the public, static Swarmnest JSON files (/api-index.json, /api/v1/categories.json, /api/v1/agent-skills.json, /api/v1/products.json and the per-item JSON under /api/v1/), cached in memory. See the API Terms.

Data API

Prefer plain HTTP? See the OpenAPI description, the search API and llms.txt.

License

MIT. Directory content is © Swarmnest and covered by the Terms. Listed tools and skills belong to their owners.

Questions or corrections: hello@swarmnest.ai

Frequently asked questions

What is Swarmnest?

Search AI agent tools, APIs, MCP servers and Agent Skills in the Swarmnest directory.

How do I install Swarmnest?

It runs as a remote server. In Claude Code: claude mcp add --transport http swarmnest 'https://swarmnest.ai/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Swarmnest need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is Swarmnest open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains Swarmnest?

It is published by swarmnest. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.