Swarmnest
Search AI agent tools, APIs, MCP servers and Agent Skills in the Swarmnest directory.
| Endpoint | https://swarmnest.ai/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 6 tools · grade A (96) · pin ts_b2befa0d457cea21b4d81ae11526c835 · protocol 2025-06-18 |
| First / last listed | 2026-10-25 00:40 UTC / 2026-10-25 00:40 UTC |
| Grade over time | 2026-10-25: A (96), 6 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: search_directory get_entry list_categories search_skills get_skill list_marketplace_products
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 (s params: query, category, pricing, auth, os, limit, offset |
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. params: slug* |
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. params: group |
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 c params: query, category, format, platform, os, limit, offset |
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. params: slug* |
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. params: type |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.