# Swarmnest

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

- name: ai.swarmnest/mcp
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 99/100
- quality: 100/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ai.swarmnest%2Fmcp
- tools: https://api.protogrid.dev/v1/servers/ai.swarmnest%2Fmcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "swarmnest": {
      "type": "http",
      "url": "https://swarmnest.ai/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 98
- freshness: 100
- provenance: 100
- drivers: +repository +namespace-matches-repo +dns-namespace +website +reachable +uptime-95% +updated-5d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 100/100 (new)

### protocol: 100 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- pass `protocol.list_ttl`: tool list is cacheable (ttlMs 3600000)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 6 of 6 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,473 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 4 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 6, about 1,473 tokens to load them all
- tool set hash: 945e1d4f9e7563002fa644ee410d1a3f
- badge: [![protogrid quality](https://protogrid.dev/badge/ai.swarmnest/mcp.svg)](https://protogrid.dev/servers/ai.swarmnest/mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://swarmnest.ai/mcp (streamable-http, auth none, reachable true, uptime30d 0.94736844)

## Packages

_none_

## Tools (6)

- `get_entry`: Get the full Swarmnest directory record for one tool by its slug (from search_directory results): name, description, category, vendor URL, docs URL, auth, pricing, operating systems, open-source flag, last link check and the canonical swarmnest.ai URL. Unknown slugs return close matches.
- `get_skill`: Get one Agent Skill by slug (from search_skills): summary, format, declared platforms, install steps per platform, scripts/network/credentials labels, license, author, source URL and canonical swarmnest.ai URL. Third-party: review the source before installing.
- `list_categories`: List every Swarmnest directory category with its slug, name, short description, entry count and group (e.g. Agent Building, AI Models, Data & Search). Use the slugs as the category filter in search_directory. Optionally limit to one group.
- `list_marketplace_products`: List the agent skill packs, workflows and bundles sold in the Swarmnest Marketplace (US only), with name, type, summary, price in USD, what each bundle includes, the product page URL and the checkout URL.
- `search_directory`: Search the Swarmnest directory of AI agent tools: MCP servers, LLM APIs, agent frameworks, coding agents, browser automation, vector databases, web scraping, search, speech and text-to-speech APIs, data sources and more (thousands of hand-checked entries in 160+ categories). Keyword search over name, category and description with typo correction; all keywords must match. Filter by category slug (see list_categories), pricing, auth type or operating system. Returns name, description, category, pricing, auth, the vendor URL, docs URL and the canonical swarmnest.ai listing URL. Use it to find or compare tools for a job, e.g. "pdf parsing", "web search api", "postgres mcp server".
- `search_skills`: Search the Swarmnest catalog of Agent Skills: SKILL.md skills, plugin bundles, Cursor rules, AGENTS.md templates and prompt packs for Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot and other agents. Keyword search over title, summary and category; filter by skill category, format, platform or operating system. Each result says whether the skill includes scripts, uses the network or needs credentials, plus its license, author, source URL and canonical swarmnest.ai URL. All skills are third-party: review the source before installing.